{
  "data": {
    "a": {
      "slug": "qwen-code",
      "name": "Qwen Code",
      "vendor": "Alibaba (Qwen team)",
      "vendorUrl": "https://qwenlm.github.io/qwen-code-docs/en/users/overview/",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Open-source coding agent from Alibaba's Qwen team for the terminal, with desktop, browser and editor interfaces. It runs Qwen, OpenAI, Anthropic and Gemini-compatible models or a local one, and runs headless with `qwen -p`.",
      "url": "https://www.anchorterminal.com/tools/qwen-code",
      "markdownUrl": "https://www.anchorterminal.com/tools/qwen-code.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/qwen-code.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/qwen-code.json",
      "dns": "qwen-code.grade.anchorterminal.com",
      "repo": "https://github.com/QwenLM/qwen-code",
      "license": "Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "@qwen-code/qwen-code"
        },
        {
          "registry": "npm",
          "name": "@qwen-code/sdk"
        },
        {
          "registry": "pypi",
          "name": "qwen-code-sdk"
        },
        {
          "registry": "oci",
          "name": "ghcr.io/qwenlm/qwen-code"
        }
      ],
      "auth": "api-key",
      "authNotes": "No account of its own. A model key goes in an environment variable or `~/.qwen/settings.json`, for Alibaba Cloud Model Studio (Coding Plan, Token Plan or a standard key), a listed third-party provider, or any OpenAI, Anthropic or Gemini-compatible endpoint including a local server. Vertex AI credentials also work. The Qwen OAuth sign-in was discontinued on 15 April 2026.",
      "pricing": "free",
      "pricingNotes": "Free and Apache-2.0, with nothing to buy for the CLI. The owner pays the model provider, or nothing with a local model. The Qwen OAuth free tier ended on 15 April 2026. Alibaba Cloud sells a fixed-fee Coding Plan and a usage-billed Token Plan for it, and we couldn't load their price pages on 8 October 2026.",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs or the source (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 28362,
        "npmWeekly": 104819,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://qwenlm.github.io/qwen-code-docs/en/users/overview/",
      "llmsTxt": "https://qwenlm.github.io/qwen-code-docs/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "open-source",
        "typescript",
        "mcp",
        "llms-txt",
        "telemetry-default-on",
        "pre-1.0",
        "free",
        "no-card",
        "local",
        "docker"
      ],
      "lastRelease": "2026-11-01",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 68.7,
        "grade": "B",
        "agentReady": false,
        "rank": 273,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 7,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 85,
          "maintenance": 88,
          "payments": 60,
          "reliability": 69,
          "schema": 91,
          "security": 53,
          "transparency": 66
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-01"
        },
        "negative": -4,
        "negativeNotes": [
          "2026-10-27. 0.26.2 stopped a cloned repository from setting the `qwen serve` daemon's bearer token. Before it, a project `.env`, `.qwen/.env` or workspace `settings.env` could preset `QWEN_SERVER_TOKEN`, the credential guarding a daemon that runs code as the user (commit 2c0c9fa, 24 October, with tests). Fixed in a release, documented only as the changelog line \"harden serve token resolution against project env injection\" with no advisory, -2, as kilo-code-cli's changelog-only MCP prompt fix and docker-agent's fixed skill-file command execution took. 0.25.3's fix stopping `@{...}` file content from being read as `!{...}` shell expressions in custom commands isn't deducted, since its own design note says the expression still reached the permission check. https://github.com/QwenLM/qwen-code/commit/2c0c9fa8dc4a8ea5ec688060549e0ff0aed717b4",
          "2026-10-26. Until then the terms and privacy page said that with your own API key \"No additional data is collected by Qwen Code beyond what your chosen API provider collects\", and that Vertex AI users sent nothing beyond Google Cloud, while usage statistics were on by default for every sign-in method and the source sent them to an Alibaba Cloud RUM endpoint (at 0.25.0, among others). The settings reference documented the default, so a misleading claim rather than undisclosed telemetry, corrected by commit 338f133 on 26 October, -2, as openmausbot's privacy policy against its default-on analytics took. https://github.com/QwenLM/qwen-code/commit/338f13366c1d86e586f7e0785942740da3503887"
        ],
        "verdict": "Apache-2.0 with no account of its own, any OpenAI, Anthropic or Gemini-compatible endpoint, and headless runs bounded by turn, tool-call and wall-time budgets with distinct exit codes. Out of the box, Auto mode lets an LLM classifier approve tool calls, with the sandbox and folder trust both off. Security fixes ship as changelog lines without advisories.",
        "bestFor": "Developers and CI jobs that want an open-source harness tied to no single model vendor, with run budgets and SDKs.",
        "strengths": [
          "Apache-2.0, with a release most weeks (39 stable from 3 August to 1 November 2026) and CodeQL and a monthly scorecard in CI",
          "Headless `qwen -p` with json and stream-json output, and exit codes 53 for the turn limit and 55 for a wall-time or tool-call budget",
          "Works with any OpenAI, Anthropic or Gemini-compatible endpoint, including a local server, with keys set by environment variable",
          "Every release has a Breaking Changes heading in a generated changelog",
          "A Linux tool sandbox (Bubblewrap or Landlock) with `network: closed`, plus Seatbelt, Docker and Podman"
        ],
        "weaknesses": [
          "The default approval mode is Auto, where an LLM classifier approves tool calls, and sandboxing and folder trust are both off by default",
          "Usage statistics are on by default for every sign-in method and go to an Alibaba Cloud endpoint",
          "SECURITY.md points only to an Alibaba Cloud console portal, and the 27 October serve-token fix shipped with no advisory",
          "Pre-1.0 at 0.26.5, with breaking changes in patch releases such as 0.24.1, 0.26.1 and 0.26.2",
          "The Qwen OAuth free tier ended on 15 April 2026, so every run needs a paid key or a local model"
        ],
        "agentNotes": [
          "Pass `--approval-mode` on every run. The settings default is `auto`, and one docs page says headless runs default to asking, so don't rely on either",
          "Add `--max-session-turns`, `--max-wall-time` and `--max-tool-calls`. All three are unlimited by default. Exit 53 is the turn limit and 55 a budget",
          "`--yolo` doesn't turn on a sandbox. Add `--sandbox`, or on Linux set `tools.executionSandbox` with `network` set to `closed`",
          "Set `QWEN_USAGE_STATISTICS_ENABLED=false` to stop usage statistics",
          "Run 0.26.2 or later before using `qwen serve` in a cloned repository. Earlier versions let the repository's `.env` set the daemon token"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 2.8,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 68.7
          }
        ],
        "editorialScores": {
          "ergonomics": 85,
          "maintenance": 88,
          "payments": 60,
          "reliability": 69,
          "schema": 91,
          "security": 53,
          "transparency": 79
        },
        "provenanceScore": 52,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-01",
            "maintenance": "2026-11-01",
            "payments": "2026-11-01",
            "reliability": "2026-11-01",
            "schema": "2026-11-01",
            "security": "2026-11-01",
            "transparency": "2026-11-01"
          },
          "last": "2026-11-01",
          "lastMoved": "2026-11-01",
          "oldest": "2026-11-01",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npm install -g @qwen-code/qwen-code@latest   # or: brew install qwen-code",
        "headless": {
          "command": "qwen -p \"$TASK\" --output-format json --approval-mode auto-edit --max-session-turns 30 --max-wall-time 10m",
          "env": {
            "OPENAI_API_KEY": "\u003ckey\u003e",
            "OPENAI_BASE_URL": "\u003cendpoint\u003e",
            "OPENAI_MODEL": "\u003cmodel\u003e",
            "QWEN_USAGE_STATISTICS_ENABLED": "false"
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/qwen-code"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Qwen team, Alibaba Group (no legal entity is named in the repository or the docs)",
        "domain": "qwenlm.github.io",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "https://qwenlm.github.io/qwen-code-docs/en/users/support/tos-privacy/",
        "privacy": "https://qwenlm.github.io/qwen-code-docs/en/users/support/tos-privacy/",
        "statusPage": "",
        "changelog": "https://github.com/QwenLM/qwen-code/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The project's own Terms of Service and Privacy Notice is one page. It covers usage statistics and the Chrome extension, and maps each sign-in method to the model provider's terms and privacy policy. The project publishes no separate privacy policy for the CLI, so both fields point at that page.",
          "The LICENSE file carries Copyright 2025 Google LLC and Copyright 2025 Qwen. The docs describe the project as Alibaba's, and SECURITY.md sends reports to an Alibaba Cloud console portal.",
          "The docs are on GitHub Pages. qwen.ai returned its application page for /.well-known/security.txt, so no security.txt was found. alibabacloud.com couldn't be reached from our network on 8 October 2026.",
          "The qwen.ai terms and privacy pages render only with JavaScript and weren't read."
        ],
        "score": 52
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/qwen-code.json",
      "live": {
        "slug": "qwen-code",
        "versions": [
          {
            "registry": "github",
            "name": "QwenLM/qwen-code",
            "version": "v0.26.9",
            "released": "2026-11-06",
            "seenAt": "2026-11-06T23:59:52.522963032Z"
          },
          {
            "registry": "npm",
            "name": "@qwen-code/qwen-code",
            "version": "0.26.9",
            "seenAt": "2026-11-06T23:59:50.066745146Z"
          },
          {
            "registry": "npm",
            "name": "@qwen-code/sdk",
            "version": "0.1.29",
            "seenAt": "2026-11-06T23:59:50.279256905Z"
          },
          {
            "registry": "pypi",
            "name": "qwen-code-sdk",
            "version": "0.1.0rc0",
            "released": "2026-05-09",
            "seenAt": "2026-11-06T23:59:52.271015649Z"
          }
        ],
        "githubStars": 29054,
        "npmWeekly": 136598,
        "pypiWeekly": 5372,
        "securityTxt": {
          "url": "https://qwenlm.github.io/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:00:36.489155319Z"
        },
        "llmsTxt": {
          "url": "https://qwenlm.github.io/qwen-code-docs/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:33:42.92640076Z"
        },
        "domain": {
          "domain": "github.io",
          "checkedAt": "2026-11-01T14:18:40.30630652Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/QwenLM/qwen-code/main/CHANGELOG.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-11-07T14:19:11.180719819Z",
            "changedAt": "2026-11-07T14:19:11.180719819Z",
            "fingerprint": "d8592db57e74"
          },
          {
            "url": "https://qwenlm.github.io/qwen-code-docs/en/users/support/tos-privacy/",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-11-07T14:17:49.894633355Z",
            "changedAt": "2026-11-06T13:39:28.661098016Z",
            "fingerprint": "cd59d894c85b"
          }
        ],
        "github": {
          "repo": "qwenlm/qwen-code",
          "checkedAt": "2026-11-02T09:20:00.147588033Z",
          "stars": 28875,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-11-02T09:15:07Z",
          "openIssues": 1640,
          "openPRs": 441,
          "issuesOpened90d": 2937,
          "issuesClosed90d": 1934,
          "prsMerged90d": 3654,
          "ci": {
            "branch": "main",
            "runs": 50,
            "success": 44,
            "failure": 0,
            "other": 6,
            "latest": "success",
            "latestAt": "2026-11-02T09:15:10Z"
          }
        },
        "updatedAt": "2026-11-07T16:00:36.489155319Z"
      }
    },
    "answer": "Qwen Code scores 68.7 (B) on agent readiness against Verdent's 39.7 (E), and leads in every scored category.",
    "b": {
      "slug": "verdent",
      "name": "Verdent",
      "vendor": "Verdent AI, Inc.",
      "vendorUrl": "https://www.verdent.ai",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Verdent is a coding agent from Verdent AI, Inc., with a desktop app for macOS and Windows, VS Code and JetBrains extensions and a browser edition. It plans tasks, runs parallel workers in git worktrees and uses MCP servers.",
      "url": "https://www.anchorterminal.com/tools/verdent",
      "markdownUrl": "https://www.anchorterminal.com/tools/verdent.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/verdent.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/verdent.json",
      "dns": "verdent.grade.anchorterminal.com",
      "license": "Proprietary. The terms of use from Verdent AI, Inc. forbid reverse engineering or copying any component, and no source is published",
      "transports": [],
      "packages": [],
      "auth": "mixed",
      "authNotes": "A person signs in to a Verdent account with Google, GitHub or email in a browser. Model use runs on Verdent credits through llm-proxy.verdent.ai, or on the user's own Anthropic, OpenAI or OpenRouter key (BYOK). BYOA runs workers on a local Claude Code or Codex CLI with keys kept on the machine. No API key or token for driving Verdent from another program was found.",
      "pricing": "paid",
      "pricingNotes": "From $5 a month (Lite), then $19 Starter, $59 Pro and $179 Max with 320, 1,000 and 3,000 credits a month (doubled by a limited-time bonus). One credit is about $0.059 at provider rates. Top-ups $20 for 340 credits to $200 for 3,400. Free Mode and the free trial ended with v2.18.0 on 29 October 2026.",
      "priceSummary": "$5 / mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, pricing page, terms or changelog (checked 2026-11-06). Subscriptions and top-ups go through Stripe.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-06"
      },
      "docsUrl": "https://www.verdent.ai/docs/verdent-manager/getting-started/overview",
      "capabilities": [
        "agent.harness",
        "agent.multi-agent",
        "agent.mcp-client"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "closed-source",
        "desktop",
        "vscode",
        "jetbrains",
        "mcp",
        "byok",
        "paid-plans",
        "no-sandbox"
      ],
      "lastRelease": "2026-10-29",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 39.7,
        "grade": "E",
        "agentReady": false,
        "rank": 1317,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 53,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 35,
          "maintenance": 61,
          "payments": 20,
          "reliability": 43,
          "schema": 55,
          "security": 33,
          "transparency": 55
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-06"
        },
        "negative": -2,
        "negativeNotes": [
          "2026-11-06. The changelog says v2.18.0 of 29 October 2026 retired Free Mode, the free trial and the 100 welcome credits, while the pricing page FAQ read on 6 November still says \"Your free trial includes 100 credits\" and the 1.0 docs overview still lists a free trial. A stale claim on the vendor's own pricing page, 2 points. https://www.verdent.ai/pricing, https://www.verdent.ai/changelog"
        ],
        "verdict": "A desktop and editor coding agent that splits a goal into parallel workers in git worktrees, with a read-only Plan Mode, MCP servers and the option to run workers on Claude Code or Codex. It has no CLI, API or sandbox, sends context through Verdent's servers, and has had no free tier since 29 October 2026.",
        "bestFor": "A person who wants a desktop app to plan and run several coding tasks at once, possibly on their own Claude Code or Codex.",
        "strengths": [
          "Plan Mode is read-only and writes a plan.md for review before Agent Mode makes changes",
          "Parallel workers each run in their own git worktree, with a review column before work is accepted",
          "BYOA runs workers on a local Claude Code or Codex CLI, and BYOK takes Anthropic, OpenAI or OpenRouter keys",
          "Plan, top-up and per-credit prices are public, charged at provider token rates with no markup per the pricing page",
          "Every current docs page has a Markdown twin, and the changelog is dated by version"
        ],
        "weaknesses": [
          "No CLI, print mode, API or SDK, so a pipeline can't start or read a run except through a paired chat bot",
          "No sandbox or network restriction documented, and the actions that need approval aren't listed",
          "Free Mode and the free trial ended on 29 October 2026, while the pricing page FAQ still promises 100 trial credits",
          "Event logging to log.verdent.ai has no documented opt-out, and the privacy policy gives no retention periods",
          "SOC 2 and ISO/IEC 42001 are being pursued, not held, and there is no bug bounty or security.txt"
        ],
        "agentNotes": [
          "Don't plan to drive Verdent headless. Hand the task to the person using the desktop app, or use a harness with a print mode",
          "Start large changes in Plan Mode and review plan.md before switching to Agent Mode",
          "Add MCP servers in the project's .mcp.json or ~/.verdent/mcp.json in the mcpServers shape",
          "Keep work under git, since rollback relies on git and there is no sandbox",
          "Budget in credits at about $0.059 each, because there is no free allowance since 29 October 2026"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 39.7
          }
        ],
        "editorialScores": {
          "ergonomics": 35,
          "maintenance": 61,
          "payments": 20,
          "reliability": 43,
          "schema": 55,
          "security": 33,
          "transparency": 47
        },
        "provenanceScore": 62,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-06",
            "maintenance": "2026-11-06",
            "payments": "2026-11-06",
            "reliability": "2026-11-06",
            "schema": "2026-11-06",
            "security": "2026-11-06",
            "transparency": "2026-11-06"
          },
          "last": "2026-11-06",
          "oldest": "2026-11-06",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "config": {
          "mcpServers": {
            "github": {
              "args": [
                "-y",
                "@modelcontextprotocol/server-github"
              ],
              "command": "npx",
              "env": {
                "GITHUB_PERSONAL_ACCESS_TOKEN": "${GITHUB_TOKEN}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/verdent"
      },
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Lite plan",
          "unit": "month",
          "usd": 5,
          "note": "Eco Mode models and light usage"
        },
        {
          "item": "Starter plan",
          "unit": "month",
          "usd": 19,
          "note": "320 credits a month, 480 with the limited-time bonus"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 59,
          "note": "1,000 credits a month, 1,500 with the bonus"
        },
        {
          "item": "Max plan",
          "unit": "month",
          "usd": 179,
          "note": "3,000 credits a month, 4,500 with the bonus"
        },
        {
          "item": "Credit",
          "unit": "credit",
          "usd": 0.059,
          "note": "About $0.059, charged at provider token prices with no markup per the pricing page"
        }
      ],
      "provenance": {
        "legalEntity": "Verdent AI, Inc.",
        "domain": "verdent.ai",
        "domainRegistered": "2025-05-06",
        "endpointOnVendorDomain": true,
        "terms": "https://www.verdent.ai/terms",
        "privacy": "https://www.verdent.ai/privacy",
        "statusPage": "",
        "changelog": "https://www.verdent.ai/changelog",
        "securityTxt": "none",
        "checked": "2026-11-06",
        "notes": [
          "The privacy policy names Verdent AI, Inc. as data controller, and the terms choose California law.",
          "The terms forbid users to crawl, scrape or otherwise harvest data or information from the Services. Public pages were read once each.",
          "www.verdent.ai/robots.txt allows all crawlers.",
          "RDAP gives verdent.ai a registration date of 6 May 2025.",
          "/.well-known/security.txt returns 404, and status.verdent.ai did not answer. No status page found.",
          "The security page says SOC 2 and ISO/IEC 42001 are being pursued, not held, and takes vulnerability reports at hi@verdent.ai with acknowledgement within five business days."
        ],
        "score": 62
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/verdent.json",
      "live": {
        "slug": "verdent",
        "securityTxt": {
          "url": "https://verdent.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T15:59:33.272105482Z"
        },
        "pages": [
          {
            "url": "https://www.verdent.ai/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-11-07T14:36:28.662063151Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "bac05e4e426e"
          },
          {
            "url": "https://www.verdent.ai/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-11-07T14:36:31.354667853Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "3ec1d3c07d70"
          },
          {
            "url": "https://www.verdent.ai/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-11-07T14:36:33.295376926Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "206b6ec23a6a"
          }
        ],
        "updatedAt": "2026-11-07T15:59:33.272105482Z"
      }
    },
    "edges": [
      {
        "by": 50,
        "category": "ergonomics",
        "leads": "qwen-code",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "Framework reading, adapted to a harness driven by a pipeline. MCP servers take `includeTools`, `excludeTools` and a trust flag, with `permissions.allow`, `ask` and `deny` rules and `--exclude-tools` (20). Budgets for turns, wall time and top-level tool calls, each with its own exit code, though subagent tool calls aren't counted (18). Documented exit codes (18). `--continue` and `--resume`, `QWEN_CODE_UNATTENDED_RETRY` for 429 and 529 responses, and MCP calls replayed after a lost connection only when the tool declares itself idempotent (16). A TypeScript SDK on npm at 0.1.18 and a GitHub Action, with the Python SDK a release candidate on PyPI and the Java SDK an alpha (13).",
          "b": "Harness reading. MCP servers per project or globally, subagents, skills and rules, but no per-tool disabling or deferred loading found (10). No output-size, turn-limit or budget controls for a run were found beyond credit balances (5). No exit codes or error format, since there is no headless mode (3). Parallel workers in git worktrees and a review column make runs reviewable and reversible, with no resume by ID documented (10). No CLI, API or SDK. A pipeline can only reach Manager through a paired Telegram, Slack or Feishu bot (7). 10+5+3+10+7 = 35."
        },
        "scores": {
          "a": 85,
          "b": 35
        }
      },
      {
        "by": 40,
        "category": "payments",
        "leads": "qwen-code",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "Self-hosted rule. No payment protocol (0). The CLI is free under Apache-2.0 with nothing to buy (20). No card or account is needed for the software, and it runs against a local model server (20). An agent can install and run it with no sign-up, given a model endpoint (20). Alibaba Cloud's Coding Plan and Token Plan are separate purchases, and their price pages couldn't be loaded on 8 October 2026.",
          "b": "Harness reading of the published rubric, scored on the Verdent subscription the agent needs. No payment protocol (0). Plan prices from $5 a month, top-up prices and the credit value of about $0.059 are public without a login (20). Free Mode and the free trial ended on 29 October 2026, so there is no free tier (0). A person signs up in a browser (0). 0+20+0+0 = 20."
        },
        "scores": {
          "a": 60,
          "b": 20
        }
      },
      {
        "by": 36,
        "category": "schema",
        "leads": "qwen-code",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "Framework reading. A settings.schema.json in the repository, a settings reference with the type and default of each key, and an OpenAPI file for the daemon's REST API (25). llms.txt on the docs site lists the pages with a line each, though it links to HTML and the Markdown path we tried returned 404 (8). The approval-mode page says when to use each mode and the sandbox page what each method and Seatbelt profile allows (15). Approval modes, sandbox backends, filesystem and network policies are enums (13). The headless page documents json and stream-json output, and exit codes 41, 42, 44, 52, 53, 55 and 130 are documented (15). A dated changelog generated from releases (15).",
          "b": "Framework reading for a harness. No schema for settings or output, only mcp.json examples in the standard mcpServers shape (5). Every current docs page has a Markdown twin at the same path with .md, though no llms.txt (10). The docs say when to use Agent Mode or Plan Mode and what Plan Mode can't do, but the Agent Mode page lists the actions that need approval only as \"certain tool executions\" and \"destructive operations\" (12). Modes and BYOA agent types are enumerated, permissions are not (5). Examples on the MCP, BYOA and messaging pages, and a recovery page, with no error codes (8). Version numbers and a dated public changelog (15). The archived 1.0 docs are still served beside the current ones. 5+10+12+5+8+15 = 55."
        },
        "scores": {
          "a": 91,
          "b": 55
        }
      },
      {
        "by": 27,
        "category": "maintenance",
        "leads": "qwen-code",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "0.26.5 on 1 November 2026 (30). 39 stable releases from 3 August to 1 November (v0.21.4 to v0.26.5), plus previews and nightlies (20). Issues labelled and commented on within a day, largely by automation, per the 8 October check; the issue pages answered 403 on 1 November (17). The TypeScript SDK reached 0.1.26 on 29 October, while the Python SDK's newest tag is still sdk-python-v0.1.0-preview.0 (9 May 2026) and the Java SDK is an alpha (11). CI, CodeQL, a monthly scorecard and Dependabot (10). 30 + 20 + 17 + 11 + 10 = 88.",
          "b": "Closed service. v2.18.0 on 29 October 2026, eight days before this check (30). More than three dated releases in the 90 days from 8 August, among them 2.10.0 to 2.18.0 (20). A dated public changelog, a support address, Discord and a subreddit, with no public tracker to read reply times (8). No official SDK or MCP server to keep current (0). No public packages or CI to judge (3). 30+20+8+0+3 = 61."
        },
        "scores": {
          "a": 88,
          "b": 61
        }
      },
      {
        "by": 26,
        "category": "reliability",
        "leads": "qwen-code",
        "name": "Reliability",
        "reasons": {
          "a": "Local-package reading. npm with engines node 22 or newer (re-read in package.json at 0.26.5), Homebrew at 0.26.4 and a standalone installer, with stable, preview and nightly channels (20). Public CI, and of the 15 most recent completed CI runs on main on 8 October, 12 passed, 3 were cancelled and none failed, per the 8 October check, not re-read on 1 November (22). 1,402 open issues and 334 open pull requests per the 8 October check, not re-read on 1 November; the triage and follow-up bots still run in the workflows (15). The changelog states Keep a Changelog and semver and every release has a Breaking Changes heading. Breaking changes shipped in patch releases 0.23.4 and 0.24.1, and again in 0.26.1 (24 October, QQ bot session isolation) and 0.26.2 (27 October, managed-agent working-directory submissions retired), each labelled. All are 0.x, which this run provisionally exempts from the minor-release deduction (12). 0.26.5, pre-1.0 (0). 20 + 22 + 15 + 12 + 0 = 69.",
          "b": "Local-package reading, as for the other closed-source harnesses. The desktop app installs from verdent.ai with macOS 11 or later and 64-bit Windows 10 and 11 stated, and the extension from the editor marketplaces, but not from a package registry (15). No public CI or test suite, since the source isn't published (0). No public issue tracker, every task runs through Verdent's servers, and no status page was found, so there is no readable record (5). A dated changelog by version, with the end of Free Mode called out in v2.18.0, but no breaking-change sections (8). 2.18.0, generally available (15). 15+0+5+8+15 = 43."
        },
        "scores": {
          "a": 69,
          "b": 43
        }
      },
      {
        "by": 20,
        "category": "security",
        "leads": "qwen-code",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "Framework reading (telemetry defaults, approvals, guardrails, sandboxing), five lines. Usage statistics are on by default (`privacy.usageStatisticsEnabled` defaults to true in the settings schema at 0.26.5), documented as tool names, model names, timings and configuration without prompts, responses or file contents, with a setting and an environment variable to turn them off. Credentials are API keys in environment variables or settings.json (15). Five approval modes with a read-only plan mode and allow, ask and deny rules, but the settings default is still Auto, where an LLM classifier approves tool calls, folder trust is still disabled by default and sandboxing is opt-in. Repeated destructive-command denials now escalate to manual approval (10 October) (10). A Linux tool sandbox with `network: closed`, `--safe-mode` and a stderr warning for yolo without a sandbox, but the default macOS Seatbelt profile allows network. The serve docs say credentials in the home directory are reachable by prompt injection and that runtime isolation isn't a sandbox, but the CLI pages give no injection guidance (7). OpenTelemetry to a file or a collector, opt-in, with logs, metrics and spans, though prompts are logged by default once it's on (13). SECURITY.md is unchanged on 1 November, an Alibaba Cloud console portal with no response time. Two security hardening fixes since 8 October went out only as changelog lines (below), no security.txt was found, and CodeQL and a monthly scorecard run in CI. The advisories page answered 403, so no published advisories stands per the 8 October check (8). 15 + 10 + 7 + 13 + 8 = 53.",
          "b": "Framework reading (telemetry defaults, approvals, guardrails, sandboxing). Conversation history and tool results go to Verdent's US servers and on to Azure, Bedrock or Vertex, with zero data retention stated for Vertex and Bedrock only. Event logging to log.verdent.ai has no documented opt-out. BYOA keys stay on the machine (10). Plan Mode is read-only, Agent Mode asks before destructive commands and edits outside scope, and workers are isolated by git worktree, but there is no sandbox or network control and the approval list isn't enumerated (9). No prompt-injection guidance found, while web search and fetch results enter the context (2). Usage history in the dashboard, no audit log found (5). A security page with a disclosure address and a five-day acknowledgement, SOC 2 and ISO/IEC 42001 being pursued rather than held, no security.txt and no bug bounty (7). 10+9+2+5+7 = 33."
        },
        "scores": {
          "a": 53,
          "b": 33
        }
      }
    ],
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Alibaba (Qwen team)",
        "b": "Verdent AI, Inc.",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Apache-2.0",
        "b": "Proprietary. The terms of use from Verdent AI, Inc. forbid reverse engineering or copying any component, and no source is published",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-11-01",
        "b": "2026-10-29",
        "name": "Last release"
      },
      {
        "a": "2026-10-01",
        "b": "2026-05-25",
        "name": "Terms last updated"
      },
      {
        "a": "2026-10-01",
        "b": "2026-05-26",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "28k stars, 105k npm/wk",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "2.8/5 (4)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Qwen Code scores 68.7 (B) on agent readiness against Verdent's 39.7 (E), and leads in every scored category.",
        "question": "Which is better for AI agents, Qwen Code or Verdent?"
      },
      {
        "answer": "Qwen Code is open source (Apache-2.0). No open-source release is listed for Verdent.",
        "question": "Are Qwen Code and Verdent open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 69 against 43",
          "Schema \u0026 documentation, 91 against 55",
          "Agent ergonomics, 85 against 35",
          "Security \u0026 auth, 53 against 33",
          "Payments \u0026 pricing, 60 against 20",
          "Maintenance \u0026 community, 88 against 61",
          "Transparency \u0026 trust, 66 against 55"
        ],
        "also": [
          "Free to start without a card",
          "Open source"
        ],
        "goodFor": "Developers and CI jobs that want an open-source harness tied to no single model vendor, with run budgets and SDKs.",
        "slug": "qwen-code",
        "watchFor": "The default approval mode is Auto, where an LLM classifier approves tool calls, and sandboxing and folder trust are both off by default"
      },
      {
        "aheadOn": null,
        "also": null,
        "goodFor": "A person who wants a desktop app to plan and run several coding tasks at once, possibly on their own Claude Code or Codex.",
        "slug": "verdent",
        "watchFor": "No CLI, print mode, API or SDK, so a pipeline can't start or read a run except through a paired chat bot"
      }
    ],
    "history": {
      "qwen-code": [
        {
          "causes": [
            "terms",
            "event"
          ],
          "date": "2026-11-01",
          "delta": -3.9,
          "from": 72.6,
          "fromGrade": "BB",
          "to": 68.7,
          "toGrade": "B"
        },
        {
          "causes": [
            "evidence"
          ],
          "date": "2026-10-28",
          "delta": 0.1,
          "from": 72.5,
          "fromGrade": "BB",
          "to": 72.6,
          "toGrade": "BB"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-27",
          "delta": 0.1,
          "from": 72.4,
          "fromGrade": "BB",
          "to": 72.5,
          "toGrade": "BB"
        }
      ],
      "verdent": null
    },
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-qwen-code.json",
        "title": "Agent Zero vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-verdent.json",
        "title": "Agent Zero vs Verdent",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-qwen-code.json",
        "title": "Aider vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/aider-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-verdent.json",
        "title": "Aider vs Verdent",
        "url": "https://www.anchorterminal.com/compare/aider-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-qwen-code.json",
        "title": "Amp vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/amp-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-verdent.json",
        "title": "Amp vs Verdent",
        "url": "https://www.anchorterminal.com/compare/amp-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-qwen-code.json",
        "title": "Antigravity CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-verdent.json",
        "title": "Antigravity CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-qwen-code.json",
        "title": "Auggie CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-verdent.json",
        "title": "Auggie CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-qwen-code.json",
        "title": "AXLR vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-verdent.json",
        "title": "AXLR vs Verdent",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-qwen-code.json",
        "title": "Claude Code vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-verdent.json",
        "title": "Claude Code vs Verdent",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-qwen-code.json",
        "title": "Cline vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/cline-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-verdent.json",
        "title": "Cline vs Verdent",
        "url": "https://www.anchorterminal.com/compare/cline-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/conductor-vs-qwen-code.json",
        "title": "Conductor vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/conductor-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/conductor-vs-verdent.json",
        "title": "Conductor vs Verdent",
        "url": "https://www.anchorterminal.com/compare/conductor-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-qwen-code.json",
        "title": "Crush vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/crush-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-verdent.json",
        "title": "Crush vs Verdent",
        "url": "https://www.anchorterminal.com/compare/crush-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-qwen-code.json",
        "title": "Cursor CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-verdent.json",
        "title": "Cursor CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-qwen-code.json",
        "title": "DeepSeek Harness (dsh) vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-verdent.json",
        "title": "DeepSeek Harness (dsh) vs Verdent",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-qwen-code.json",
        "title": "dsh-superagent (DeepSeek) vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-verdent.json",
        "title": "dsh-superagent (DeepSeek) vs Verdent",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-qwen-code.json",
        "title": "Devin vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/devin-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-verdent.json",
        "title": "Devin vs Verdent",
        "url": "https://www.anchorterminal.com/compare/devin-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-qwen-code.json",
        "title": "Droid CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-verdent.json",
        "title": "Droid CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-qwen-code.json",
        "title": "Pi vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-verdent.json",
        "title": "Pi vs Verdent",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/emdash-vs-qwen-code.json",
        "title": "Emdash vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/emdash-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/emdash-vs-verdent.json",
        "title": "Emdash vs Verdent",
        "url": "https://www.anchorterminal.com/compare/emdash-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-qwen-code.json",
        "title": "Gemini CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-verdent.json",
        "title": "Gemini CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-qwen-code.json",
        "title": "GitHub Copilot CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-verdent.json",
        "title": "GitHub Copilot CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-qwen-code.json",
        "title": "goose vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/goose-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-verdent.json",
        "title": "goose vs Verdent",
        "url": "https://www.anchorterminal.com/compare/goose-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-qwen-code.json",
        "title": "Harness² vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-verdent.json",
        "title": "Harness² vs Verdent",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-qwen-code.json",
        "title": "HarnessRouter vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-verdent.json",
        "title": "HarnessRouter vs Verdent",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-qwen-code.json",
        "title": "Jules vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/jules-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-verdent.json",
        "title": "Jules vs Verdent",
        "url": "https://www.anchorterminal.com/compare/jules-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-qwen-code.json",
        "title": "Junie CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/junie-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-verdent.json",
        "title": "Junie CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/junie-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-qwen-code.json",
        "title": "Kilo Code CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-verdent.json",
        "title": "Kilo Code CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-qwen-code.json",
        "title": "Kimi Code CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-verdent.json",
        "title": "Kimi Code CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-qwen-code.json",
        "title": "Kiro CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-verdent.json",
        "title": "Kiro CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/letta-vs-qwen-code.json",
        "title": "Letta vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/letta-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/letta-vs-verdent.json",
        "title": "Letta vs Verdent",
        "url": "https://www.anchorterminal.com/compare/letta-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-qwen-code.json",
        "title": "mini-swe-agent vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-verdent.json",
        "title": "mini-swe-agent vs Verdent",
        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-qwen-code.json",
        "title": "MiniMax Code vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-verdent.json",
        "title": "MiniMax Code vs Verdent",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-qwen-code.json",
        "title": "Mistral Vibe CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-verdent.json",
        "title": "Mistral Vibe CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-qwen-code.json",
        "title": "Muse Code vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-verdent.json",
        "title": "Muse Code vs Verdent",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-agents-api-vs-qwen-code.json",
        "title": "OpenAI Agents API vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/openai-agents-api-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-agents-api-vs-verdent.json",
        "title": "OpenAI Agents API vs Verdent",
        "url": "https://www.anchorterminal.com/compare/openai-agents-api-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-codex-vs-qwen-code.json",
        "title": "OpenAI Codex vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/openai-codex-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-codex-vs-verdent.json",
        "title": "OpenAI Codex vs Verdent",
        "url": "https://www.anchorterminal.com/compare/openai-codex-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/opencode-vs-qwen-code.json",
        "title": "OpenCode vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/opencode-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/opencode-vs-verdent.json",
        "title": "OpenCode vs Verdent",
        "url": "https://www.anchorterminal.com/compare/opencode-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openhands-vs-qwen-code.json",
        "title": "OpenHands vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/openhands-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openhands-vs-verdent.json",
        "title": "OpenHands vs Verdent",
        "url": "https://www.anchorterminal.com/compare/openhands-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/orca-vs-qwen-code.json",
        "title": "Orca vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/orca-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/orca-vs-verdent.json",
        "title": "Orca vs Verdent",
        "url": "https://www.anchorterminal.com/compare/orca-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paseo-vs-qwen-code.json",
        "title": "Paseo vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/paseo-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paseo-vs-verdent.json",
        "title": "Paseo vs Verdent",
        "url": "https://www.anchorterminal.com/compare/paseo-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/prime-agent-vs-qwen-code.json",
        "title": "Prime Agent vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/prime-agent-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/prime-agent-vs-verdent.json",
        "title": "Prime Agent vs Verdent",
        "url": "https://www.anchorterminal.com/compare/prime-agent-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-qwen-code.json",
        "title": "Qoder CLI vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-verdent.json",
        "title": "Qoder CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-reflection-mirror.json",
        "title": "Qwen Code vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-rovo-dev-cli.json",
        "title": "Qwen Code vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-sculptor.json",
        "title": "Qwen Code vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-t3-code.json",
        "title": "Qwen Code vs T3 Code",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-t3-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-traycer.json",
        "title": "Qwen Code vs Traycer",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-unstoppable.json",
        "title": "Qwen Code vs Unstoppable",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-unstoppable"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-vibe-trading.json",
        "title": "Qwen Code vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-vibe-trading"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-warp.json",
        "title": "Qwen Code vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-verdent.json",
        "title": "Mirror CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-verdent.json",
        "title": "Rovo Dev CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/sculptor-vs-verdent.json",
        "title": "Sculptor vs Verdent",
        "url": "https://www.anchorterminal.com/compare/sculptor-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/t3-code-vs-verdent.json",
        "title": "T3 Code vs Verdent",
        "url": "https://www.anchorterminal.com/compare/t3-code-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/traycer-vs-verdent.json",
        "title": "Traycer vs Verdent",
        "url": "https://www.anchorterminal.com/compare/traycer-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/verdent-vs-vibe-trading.json",
        "title": "Verdent vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/verdent-vs-vibe-trading"
      },
      {
        "json": "https://www.anchorterminal.com/compare/verdent-vs-warp.json",
        "title": "Verdent vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/verdent-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-qwen-code.json",
        "title": "Clawboo vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-verdent.json",
        "title": "Clawboo vs Verdent",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-qwen-code.json",
        "title": "CLI Manager vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-verdent.json",
        "title": "CLI Manager vs Verdent",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-qwen-code.json",
        "title": "Harness vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-verdent.json",
        "title": "Harness vs Verdent",
        "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openmausbot-vs-qwen-code.json",
        "title": "OpenMausBot vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/openmausbot-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openmausbot-vs-verdent.json",
        "title": "OpenMausBot vs Verdent",
        "url": "https://www.anchorterminal.com/compare/openmausbot-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paperclip-vs-qwen-code.json",
        "title": "Paperclip vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/paperclip-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paperclip-vs-verdent.json",
        "title": "Paperclip vs Verdent",
        "url": "https://www.anchorterminal.com/compare/paperclip-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallax-agents-vs-qwen-code.json",
        "title": "Parallax vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/parallax-agents-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallax-agents-vs-verdent.json",
        "title": "Parallax vs Verdent",
        "url": "https://www.anchorterminal.com/compare/parallax-agents-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/unstoppable-vs-verdent.json",
        "title": "Unstoppable vs Verdent",
        "url": "https://www.anchorterminal.com/compare/unstoppable-vs-verdent"
      }
    ],
    "panel": null,
    "scores": [
      {
        "by": 26,
        "edge": "qwen-code",
        "key": "reliability",
        "name": "Reliability",
        "qwen-code": 69,
        "verdent": 43,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 36,
        "edge": "qwen-code",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "qwen-code": 91,
        "verdent": 55,
        "weight": 13
      },
      {
        "by": 50,
        "edge": "qwen-code",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "qwen-code": 85,
        "verdent": 35,
        "weight": 13
      },
      {
        "by": 20,
        "edge": "qwen-code",
        "key": "security",
        "name": "Security \u0026 auth",
        "qwen-code": 53,
        "verdent": 33,
        "weight": 14
      },
      {
        "by": 40,
        "edge": "qwen-code",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "qwen-code": 60,
        "verdent": 20,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 27,
        "edge": "qwen-code",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "qwen-code": 88,
        "verdent": 61,
        "weight": 7
      },
      {
        "by": 11,
        "edge": "qwen-code",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "qwen-code": 66,
        "verdent": 55,
        "weight": 7
      }
    ],
    "summary": "Qwen Code scores 68.7 (B) on agent readiness against Verdent's 39.7 (E), and leads in every scored category. Both do agent harnesses.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "qwen-code": "Apache-2.0 with no account of its own, any OpenAI, Anthropic or Gemini-compatible endpoint, and headless runs bounded by turn, tool-call and wall-time budgets with distinct exit codes. Out of the box, Auto mode lets an LLM classifier approve tool calls, with the sandbox and folder trust both off. Security fixes ship as changelog lines without advisories.",
      "verdent": "A desktop and editor coding agent that splits a goal into parallel workers in git worktrees, with a read-only Plan Mode, MCP servers and the option to run workers on Claude Code or Codex. It has no CLI, API or sandbox, sends context through Verdent's servers, and has had no free tier since 29 October 2026."
    }
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  "kind": "anchor.page",
  "links": {
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    "html": "https://www.anchorterminal.com/compare/qwen-code-vs-verdent",
    "json": "https://www.anchorterminal.com/compare/qwen-code-vs-verdent.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/qwen-code-vs-verdent.md",
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  "markdown": "Qwen Code scores 68.7 (B) on agent readiness against Verdent's 39.7 (E), and leads in every scored category. Both do agent harnesses.\n\n- Qwen Code: grade B, 68.7/100, rank #273 of 1486. Markdown https://www.anchorterminal.com/tools/qwen-code.md · JSON https://www.anchorterminal.com/api/v1/tools/qwen-code.json\n- Verdent: grade E, 39.7/100, rank #1317 of 1486. Markdown https://www.anchorterminal.com/tools/verdent.md · JSON https://www.anchorterminal.com/api/v1/tools/verdent.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 1500 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### Qwen Code (B)\n\nGood for: Developers and CI jobs that want an open-source harness tied to no single model vendor, with run budgets and SDKs.\n\nAhead on:\n- Reliability, 69 against 43\n- Schema \u0026 documentation, 91 against 55\n- Agent ergonomics, 85 against 35\n- Security \u0026 auth, 53 against 33\n- Payments \u0026 pricing, 60 against 20\n- Maintenance \u0026 community, 88 against 61\n- Transparency \u0026 trust, 66 against 55\n\nAlso in its favour:\n- Free to start without a card\n- Open source\n\nWatch for: The default approval mode is Auto, where an LLM classifier approves tool calls, and sandboxing and folder trust are both off by default\n\n### Verdent (E)\n\nGood for: A person who wants a desktop app to plan and run several coding tasks at once, possibly on their own Claude Code or Codex.\n\nWatch for: No CLI, print mode, API or SDK, so a pipeline can't start or read a run except through a paired chat bot\n\n\n## Why the edge\n\n### Agent ergonomics: Qwen Code +50\n\n- Qwen Code (85): Framework reading, adapted to a harness driven by a pipeline. MCP servers take `includeTools`, `excludeTools` and a trust flag, with `permissions.allow`, `ask` and `deny` rules and `--exclude-tools` (20). Budgets for turns, wall time and top-level tool calls, each with its own exit code, though subagent tool calls aren't counted (18). Documented exit codes (18). `--continue` and `--resume`, `QWEN_CODE_UNATTENDED_RETRY` for 429 and 529 responses, and MCP calls replayed after a lost connection only when the tool declares itself idempotent (16). A TypeScript SDK on npm at 0.1.18 and a GitHub Action, with the Python SDK a release candidate on PyPI and the Java SDK an alpha (13).\n- Verdent (35): Harness reading. MCP servers per project or globally, subagents, skills and rules, but no per-tool disabling or deferred loading found (10). No output-size, turn-limit or budget controls for a run were found beyond credit balances (5). No exit codes or error format, since there is no headless mode (3). Parallel workers in git worktrees and a review column make runs reviewable and reversible, with no resume by ID documented (10). No CLI, API or SDK. A pipeline can only reach Manager through a paired Telegram, Slack or Feishu bot (7). 10+5+3+10+7 = 35.\n\n### Payments \u0026 pricing: Qwen Code +40\n\n- Qwen Code (60): Self-hosted rule. No payment protocol (0). The CLI is free under Apache-2.0 with nothing to buy (20). No card or account is needed for the software, and it runs against a local model server (20). An agent can install and run it with no sign-up, given a model endpoint (20). Alibaba Cloud's Coding Plan and Token Plan are separate purchases, and their price pages couldn't be loaded on 8 October 2026.\n- Verdent (20): Harness reading of the published rubric, scored on the Verdent subscription the agent needs. No payment protocol (0). Plan prices from $5 a month, top-up prices and the credit value of about $0.059 are public without a login (20). Free Mode and the free trial ended on 29 October 2026, so there is no free tier (0). A person signs up in a browser (0). 0+20+0+0 = 20.\n\n### Schema \u0026 documentation: Qwen Code +36\n\n- Qwen Code (91): Framework reading. A settings.schema.json in the repository, a settings reference with the type and default of each key, and an OpenAPI file for the daemon's REST API (25). llms.txt on the docs site lists the pages with a line each, though it links to HTML and the Markdown path we tried returned 404 (8). The approval-mode page says when to use each mode and the sandbox page what each method and Seatbelt profile allows (15). Approval modes, sandbox backends, filesystem and network policies are enums (13). The headless page documents json and stream-json output, and exit codes 41, 42, 44, 52, 53, 55 and 130 are documented (15). A dated changelog generated from releases (15).\n- Verdent (55): Framework reading for a harness. No schema for settings or output, only mcp.json examples in the standard mcpServers shape (5). Every current docs page has a Markdown twin at the same path with .md, though no llms.txt (10). The docs say when to use Agent Mode or Plan Mode and what Plan Mode can't do, but the Agent Mode page lists the actions that need approval only as \"certain tool executions\" and \"destructive operations\" (12). Modes and BYOA agent types are enumerated, permissions are not (5). Examples on the MCP, BYOA and messaging pages, and a recovery page, with no error codes (8). Version numbers and a dated public changelog (15). The archived 1.0 docs are still served beside the current ones. 5+10+12+5+8+15 = 55.\n\n### Maintenance \u0026 community: Qwen Code +27\n\n- Qwen Code (88): 0.26.5 on 1 November 2026 (30). 39 stable releases from 3 August to 1 November (v0.21.4 to v0.26.5), plus previews and nightlies (20). Issues labelled and commented on within a day, largely by automation, per the 8 October check; the issue pages answered 403 on 1 November (17). The TypeScript SDK reached 0.1.26 on 29 October, while the Python SDK's newest tag is still sdk-python-v0.1.0-preview.0 (9 May 2026) and the Java SDK is an alpha (11). CI, CodeQL, a monthly scorecard and Dependabot (10). 30 + 20 + 17 + 11 + 10 = 88.\n- Verdent (61): Closed service. v2.18.0 on 29 October 2026, eight days before this check (30). More than three dated releases in the 90 days from 8 August, among them 2.10.0 to 2.18.0 (20). A dated public changelog, a support address, Discord and a subreddit, with no public tracker to read reply times (8). No official SDK or MCP server to keep current (0). No public packages or CI to judge (3). 30+20+8+0+3 = 61.\n\n### Reliability: Qwen Code +26\n\n- Qwen Code (69): Local-package reading. npm with engines node 22 or newer (re-read in package.json at 0.26.5), Homebrew at 0.26.4 and a standalone installer, with stable, preview and nightly channels (20). Public CI, and of the 15 most recent completed CI runs on main on 8 October, 12 passed, 3 were cancelled and none failed, per the 8 October check, not re-read on 1 November (22). 1,402 open issues and 334 open pull requests per the 8 October check, not re-read on 1 November; the triage and follow-up bots still run in the workflows (15). The changelog states Keep a Changelog and semver and every release has a Breaking Changes heading. Breaking changes shipped in patch releases 0.23.4 and 0.24.1, and again in 0.26.1 (24 October, QQ bot session isolation) and 0.26.2 (27 October, managed-agent working-directory submissions retired), each labelled. All are 0.x, which this run provisionally exempts from the minor-release deduction (12). 0.26.5, pre-1.0 (0). 20 + 22 + 15 + 12 + 0 = 69.\n- Verdent (43): Local-package reading, as for the other closed-source harnesses. The desktop app installs from verdent.ai with macOS 11 or later and 64-bit Windows 10 and 11 stated, and the extension from the editor marketplaces, but not from a package registry (15). No public CI or test suite, since the source isn't published (0). No public issue tracker, every task runs through Verdent's servers, and no status page was found, so there is no readable record (5). A dated changelog by version, with the end of Free Mode called out in v2.18.0, but no breaking-change sections (8). 2.18.0, generally available (15). 15+0+5+8+15 = 43.\n\n### Security \u0026 auth: Qwen Code +20\n\n- Qwen Code (53): Framework reading (telemetry defaults, approvals, guardrails, sandboxing), five lines. Usage statistics are on by default (`privacy.usageStatisticsEnabled` defaults to true in the settings schema at 0.26.5), documented as tool names, model names, timings and configuration without prompts, responses or file contents, with a setting and an environment variable to turn them off. Credentials are API keys in environment variables or settings.json (15). Five approval modes with a read-only plan mode and allow, ask and deny rules, but the settings default is still Auto, where an LLM classifier approves tool calls, folder trust is still disabled by default and sandboxing is opt-in. Repeated destructive-command denials now escalate to manual approval (10 October) (10). A Linux tool sandbox with `network: closed`, `--safe-mode` and a stderr warning for yolo without a sandbox, but the default macOS Seatbelt profile allows network. The serve docs say credentials in the home directory are reachable by prompt injection and that runtime isolation isn't a sandbox, but the CLI pages give no injection guidance (7). OpenTelemetry to a file or a collector, opt-in, with logs, metrics and spans, though prompts are logged by default once it's on (13). SECURITY.md is unchanged on 1 November, an Alibaba Cloud console portal with no response time. Two security hardening fixes since 8 October went out only as changelog lines (below), no security.txt was found, and CodeQL and a monthly scorecard run in CI. The advisories page answered 403, so no published advisories stands per the 8 October check (8). 15 + 10 + 7 + 13 + 8 = 53.\n- Verdent (33): Framework reading (telemetry defaults, approvals, guardrails, sandboxing). Conversation history and tool results go to Verdent's US servers and on to Azure, Bedrock or Vertex, with zero data retention stated for Vertex and Bedrock only. Event logging to log.verdent.ai has no documented opt-out. BYOA keys stay on the machine (10). Plan Mode is read-only, Agent Mode asks before destructive commands and edits outside scope, and workers are isolated by git worktree, but there is no sandbox or network control and the approval list isn't enumerated (9). No prompt-injection guidance found, while web search and fetch results enter the context (2). Usage history in the dashboard, no audit log found (5). A security page with a disclosure address and a five-day acknowledgement, SOC 2 and ISO/IEC 42001 being pursued rather than held, no security.txt and no bug bounty (7). 10+9+2+5+7 = 33.\n\n## Score by category\n\n| Category | Weight | Qwen Code | Verdent | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 69 | 43 | Qwen Code +26 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 91 | 55 | Qwen Code +36 |\n| Agent ergonomics | 13% (16.2 this run) | 85 | 35 | Qwen Code +50 |\n| Security \u0026 auth | 14% (17.5 this run) | 53 | 33 | Qwen Code +20 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 20 | Qwen Code +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 88 | 61 | Qwen Code +27 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 66 | 55 | Qwen Code +11 |\n| Negative events | ≤15 | -4 | -2 | |\n| **Total** | | **68.7 · B** | **39.7 · E** | |\n\n## Facts side by side\n\n| Fact | Qwen Code | Verdent |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Alibaba (Qwen team) | Verdent AI, Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | API key | OAuth or key |\n| Pricing | Free | Paid |\n| x402 | no | no |\n| Licence | Apache-2.0 | Proprietary. The terms of use from Verdent AI, Inc. forbid reverse engineering or copying any component, and no source is published |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | no |\n| Last release | 2026-11-01 | 2026-10-29 |\n| Terms last updated | 2026-10-01 | 2026-05-25 |\n| Privacy policy last updated | 2026-10-01 | 2026-05-26 |\n| Customer content may train models | not found in the text | yes |\n| Terms restrict automated access | not found in the text | yes |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 28k stars, 105k npm/wk | none |\n| Agent reviews | 2.8/5 (4) | none |\n\n## How the scores have moved\n\n### Qwen Code\n\n- -3.9 on 1 November 2026 (BB to B): terms, negative event\n- +0.1 on 28 October 2026: new evidence\n- +0.1 on 27 October 2026: checklist\n\n### Verdent\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Qwen Code.** Apache-2.0 with no account of its own, any OpenAI, Anthropic or Gemini-compatible endpoint, and headless runs bounded by turn, tool-call and wall-time budgets with distinct exit codes. Out of the box, Auto mode lets an LLM classifier approve tool calls, with the sandbox and folder trust both off. Security fixes ship as changelog lines without advisories.\n\n**Verdent.** A desktop and editor coding agent that splits a goal into parallel workers in git worktrees, with a read-only Plan Mode, MCP servers and the option to run workers on Claude Code or Codex. It has no CLI, API or sandbox, sends context through Verdent's servers, and has had no free tier since 29 October 2026.\n\n## Before you call either\n\n### Qwen Code\n\n1. Pass `--approval-mode` on every run. The settings default is `auto`, and one docs page says headless runs default to asking, so don't rely on either\n2. Add `--max-session-turns`, `--max-wall-time` and `--max-tool-calls`. All three are unlimited by default. Exit 53 is the turn limit and 55 a budget\n3. `--yolo` doesn't turn on a sandbox. Add `--sandbox`, or on Linux set `tools.executionSandbox` with `network` set to `closed`\n4. Set `QWEN_USAGE_STATISTICS_ENABLED=false` to stop usage statistics\n5. Run 0.26.2 or later before using `qwen serve` in a cloned repository. Earlier versions let the repository's `.env` set the daemon token\n\n### Verdent\n\n1. Don't plan to drive Verdent headless. Hand the task to the person using the desktop app, or use a harness with a print mode\n2. Start large changes in Plan Mode and review plan.md before switching to Agent Mode\n3. Add MCP servers in the project's .mcp.json or ~/.verdent/mcp.json in the mcpServers shape\n4. Keep work under git, since rollback relies on git and there is no sandbox\n5. Budget in credits at about $0.059 each, because there is no free allowance since 29 October 2026\n\n## Questions\n\n### Which is better for AI agents, Qwen Code or Verdent?\n\nQwen Code scores 68.7 (B) on agent readiness against Verdent's 39.7 (E), and leads in every scored category.\n\n### Are Qwen Code and Verdent open source?\n\nQwen Code is open source (Apache-2.0). No open-source release is listed for Verdent.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/qwen-code-vs-verdent.json, and with the fewest tokens: https://www.anchorterminal.com/compare/qwen-code-vs-verdent.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"qwen-code\", \"b\": \"verdent\"}`. From a terminal: `anchor compare qwen-code verdent`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/qwen-code.json and https://www.anchorterminal.com/api/v1/tools/verdent.json\n\n## Other comparisons with Qwen Code or Verdent\n\n- [Agent Zero vs Qwen Code](https://www.anchorterminal.com/compare/agent-zero-vs-qwen-code.md)\n- [Agent Zero vs Verdent](https://www.anchorterminal.com/compare/agent-zero-vs-verdent.md)\n- [Aider vs Qwen Code](https://www.anchorterminal.com/compare/aider-vs-qwen-code.md)\n- [Aider vs Verdent](https://www.anchorterminal.com/compare/aider-vs-verdent.md)\n- [Amp vs Qwen Code](https://www.anchorterminal.com/compare/amp-vs-qwen-code.md)\n- [Amp vs Verdent](https://www.anchorterminal.com/compare/amp-vs-verdent.md)\n- [Antigravity CLI vs Qwen Code](https://www.anchorterminal.com/compare/antigravity-cli-vs-qwen-code.md)\n- [Antigravity CLI vs Verdent](https://www.anchorterminal.com/compare/antigravity-cli-vs-verdent.md)\n- [Auggie CLI vs Qwen Code](https://www.anchorterminal.com/compare/auggie-vs-qwen-code.md)\n- [Auggie CLI vs Verdent](https://www.anchorterminal.com/compare/auggie-vs-verdent.md)\n- [AXLR vs Qwen Code](https://www.anchorterminal.com/compare/axlr-vs-qwen-code.md)\n- [AXLR vs Verdent](https://www.anchorterminal.com/compare/axlr-vs-verdent.md)\n- [Claude Code vs Qwen Code](https://www.anchorterminal.com/compare/claude-code-vs-qwen-code.md)\n- [Claude Code vs Verdent](https://www.anchorterminal.com/compare/claude-code-vs-verdent.md)\n- [Cline vs Qwen Code](https://www.anchorterminal.com/compare/cline-vs-qwen-code.md)\n- [Cline vs Verdent](https://www.anchorterminal.com/compare/cline-vs-verdent.md)\n- [Conductor vs Qwen Code](https://www.anchorterminal.com/compare/conductor-vs-qwen-code.md)\n- [Conductor vs Verdent](https://www.anchorterminal.com/compare/conductor-vs-verdent.md)\n- [Crush vs Qwen Code](https://www.anchorterminal.com/compare/crush-vs-qwen-code.md)\n- [Crush vs Verdent](https://www.anchorterminal.com/compare/crush-vs-verdent.md)\n- [Cursor CLI vs Qwen Code](https://www.anchorterminal.com/compare/cursor-cli-vs-qwen-code.md)\n- [Cursor CLI vs Verdent](https://www.anchorterminal.com/compare/cursor-cli-vs-verdent.md)\n- [DeepSeek Harness (dsh) vs Qwen Code](https://www.anchorterminal.com/compare/deepseek-harness-vs-qwen-code.md)\n- [DeepSeek Harness (dsh) vs Verdent](https://www.anchorterminal.com/compare/deepseek-harness-vs-verdent.md)\n- [dsh-superagent (DeepSeek) vs Qwen Code](https://www.anchorterminal.com/compare/deepseek-superagent-vs-qwen-code.md)\n- [dsh-superagent (DeepSeek) vs Verdent](https://www.anchorterminal.com/compare/deepseek-superagent-vs-verdent.md)\n- [Devin vs Qwen Code](https://www.anchorterminal.com/compare/devin-vs-qwen-code.md)\n- [Devin vs Verdent](https://www.anchorterminal.com/compare/devin-vs-verdent.md)\n- [Droid CLI vs Qwen Code](https://www.anchorterminal.com/compare/droid-cli-vs-qwen-code.md)\n- [Droid CLI vs Verdent](https://www.anchorterminal.com/compare/droid-cli-vs-verdent.md)\n- [Pi vs Qwen Code](https://www.anchorterminal.com/compare/earendil-pi-vs-qwen-code.md)\n- [Pi vs Verdent](https://www.anchorterminal.com/compare/earendil-pi-vs-verdent.md)\n- [Emdash vs Qwen Code](https://www.anchorterminal.com/compare/emdash-vs-qwen-code.md)\n- [Emdash vs Verdent](https://www.anchorterminal.com/compare/emdash-vs-verdent.md)\n- [Gemini CLI vs Qwen Code](https://www.anchorterminal.com/compare/gemini-cli-vs-qwen-code.md)\n- [Gemini CLI vs Verdent](https://www.anchorterminal.com/compare/gemini-cli-vs-verdent.md)\n- [GitHub Copilot CLI vs Qwen Code](https://www.anchorterminal.com/compare/github-copilot-cli-vs-qwen-code.md)\n- [GitHub Copilot CLI vs Verdent](https://www.anchorterminal.com/compare/github-copilot-cli-vs-verdent.md)\n- [goose vs Qwen Code](https://www.anchorterminal.com/compare/goose-vs-qwen-code.md)\n- [goose vs Verdent](https://www.anchorterminal.com/compare/goose-vs-verdent.md)\n- 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Code](https://www.anchorterminal.com/compare/kimi-code-cli-vs-qwen-code.md)\n- [Kimi Code CLI vs Verdent](https://www.anchorterminal.com/compare/kimi-code-cli-vs-verdent.md)\n- [Kiro CLI vs Qwen Code](https://www.anchorterminal.com/compare/kiro-cli-vs-qwen-code.md)\n- [Kiro CLI vs Verdent](https://www.anchorterminal.com/compare/kiro-cli-vs-verdent.md)\n- [Letta vs Qwen Code](https://www.anchorterminal.com/compare/letta-vs-qwen-code.md)\n- [Letta vs Verdent](https://www.anchorterminal.com/compare/letta-vs-verdent.md)\n- [mini-swe-agent vs Qwen Code](https://www.anchorterminal.com/compare/mini-swe-agent-vs-qwen-code.md)\n- [mini-swe-agent vs Verdent](https://www.anchorterminal.com/compare/mini-swe-agent-vs-verdent.md)\n- [MiniMax Code vs Qwen Code](https://www.anchorterminal.com/compare/minimax-code-vs-qwen-code.md)\n- [MiniMax Code vs Verdent](https://www.anchorterminal.com/compare/minimax-code-vs-verdent.md)\n- [Mistral Vibe CLI vs Qwen Code](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-qwen-code.md)\n- [Mistral Vibe CLI vs Verdent](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-verdent.md)\n- [Muse Code vs Qwen Code](https://www.anchorterminal.com/compare/muse-code-vs-qwen-code.md)\n- [Muse Code vs Verdent](https://www.anchorterminal.com/compare/muse-code-vs-verdent.md)\n- [OpenAI Agents API vs Qwen Code](https://www.anchorterminal.com/compare/openai-agents-api-vs-qwen-code.md)\n- [OpenAI Agents API vs Verdent](https://www.anchorterminal.com/compare/openai-agents-api-vs-verdent.md)\n- [OpenAI Codex vs Qwen Code](https://www.anchorterminal.com/compare/openai-codex-vs-qwen-code.md)\n- [OpenAI Codex vs Verdent](https://www.anchorterminal.com/compare/openai-codex-vs-verdent.md)\n- [OpenCode vs Qwen Code](https://www.anchorterminal.com/compare/opencode-vs-qwen-code.md)\n- [OpenCode vs Verdent](https://www.anchorterminal.com/compare/opencode-vs-verdent.md)\n- [OpenHands vs Qwen Code](https://www.anchorterminal.com/compare/openhands-vs-qwen-code.md)\n- [OpenHands vs Verdent](https://www.anchorterminal.com/compare/openhands-vs-verdent.md)\n- [Orca vs Qwen Code](https://www.anchorterminal.com/compare/orca-vs-qwen-code.md)\n- [Orca vs Verdent](https://www.anchorterminal.com/compare/orca-vs-verdent.md)\n- [Paseo vs Qwen Code](https://www.anchorterminal.com/compare/paseo-vs-qwen-code.md)\n- [Paseo vs Verdent](https://www.anchorterminal.com/compare/paseo-vs-verdent.md)\n- [Prime Agent vs Qwen Code](https://www.anchorterminal.com/compare/prime-agent-vs-qwen-code.md)\n- [Prime Agent vs Verdent](https://www.anchorterminal.com/compare/prime-agent-vs-verdent.md)\n- [Qoder CLI vs Qwen Code](https://www.anchorterminal.com/compare/qoder-cli-vs-qwen-code.md)\n- [Qoder CLI vs Verdent](https://www.anchorterminal.com/compare/qoder-cli-vs-verdent.md)\n- [Qwen Code vs Mirror CLI](https://www.anchorterminal.com/compare/qwen-code-vs-reflection-mirror.md)\n- [Qwen Code vs Rovo Dev CLI](https://www.anchorterminal.com/compare/qwen-code-vs-rovo-dev-cli.md)\n- [Qwen Code vs Sculptor](https://www.anchorterminal.com/compare/qwen-code-vs-sculptor.md)\n- [Qwen Code vs T3 Code](https://www.anchorterminal.com/compare/qwen-code-vs-t3-code.md)\n- [Qwen Code vs Traycer](https://www.anchorterminal.com/compare/qwen-code-vs-traycer.md)\n- [Qwen Code vs Unstoppable](https://www.anchorterminal.com/compare/qwen-code-vs-unstoppable.md)\n- [Qwen Code vs Vibe-Trading](https://www.anchorterminal.com/compare/qwen-code-vs-vibe-trading.md)\n- [Qwen Code vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/qwen-code-vs-warp.md)\n- [Mirror CLI vs Verdent](https://www.anchorterminal.com/compare/reflection-mirror-vs-verdent.md)\n- [Rovo Dev CLI vs Verdent](https://www.anchorterminal.com/compare/rovo-dev-cli-vs-verdent.md)\n- [Sculptor vs Verdent](https://www.anchorterminal.com/compare/sculptor-vs-verdent.md)\n- [T3 Code vs Verdent](https://www.anchorterminal.com/compare/t3-code-vs-verdent.md)\n- [Traycer vs Verdent](https://www.anchorterminal.com/compare/traycer-vs-verdent.md)\n- [Verdent vs Vibe-Trading](https://www.anchorterminal.com/compare/verdent-vs-vibe-trading.md)\n- [Verdent vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/verdent-vs-warp.md)\n- [Clawboo vs Qwen Code](https://www.anchorterminal.com/compare/clawboo-vs-qwen-code.md)\n- [Clawboo vs Verdent](https://www.anchorterminal.com/compare/clawboo-vs-verdent.md)\n- [CLI Manager vs Qwen Code](https://www.anchorterminal.com/compare/cli-manager-vs-qwen-code.md)\n- [CLI Manager vs Verdent](https://www.anchorterminal.com/compare/cli-manager-vs-verdent.md)\n- [Harness vs Qwen Code](https://www.anchorterminal.com/compare/harness-autonomous-vs-qwen-code.md)\n- [Harness vs Verdent](https://www.anchorterminal.com/compare/harness-autonomous-vs-verdent.md)\n- [OpenMausBot vs Qwen Code](https://www.anchorterminal.com/compare/openmausbot-vs-qwen-code.md)\n- [OpenMausBot vs Verdent](https://www.anchorterminal.com/compare/openmausbot-vs-verdent.md)\n- [Paperclip vs Qwen Code](https://www.anchorterminal.com/compare/paperclip-vs-qwen-code.md)\n- [Paperclip vs Verdent](https://www.anchorterminal.com/compare/paperclip-vs-verdent.md)\n- [Parallax vs Qwen Code](https://www.anchorterminal.com/compare/parallax-agents-vs-qwen-code.md)\n- [Parallax vs Verdent](https://www.anchorterminal.com/compare/parallax-agents-vs-verdent.md)\n- [Unstoppable vs Verdent](https://www.anchorterminal.com/compare/unstoppable-vs-verdent.md)\n",
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