{
  "data": {
    "a": {
      "slug": "qoder-cli",
      "name": "Qoder CLI",
      "vendor": "Qoder (BRIGHT ZENITH PRIVATE LIMITED)",
      "vendorUrl": "https://qoder.com/cli",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Qoder's terminal coding agent. It reads and edits files, runs commands and calls MCP servers under permission rules, with a `-p` headless mode, an Agent Client Protocol server and a TypeScript and Python Agent SDK. Needs a Qoder account.",
      "url": "https://www.anchorterminal.com/tools/qoder-cli",
      "markdownUrl": "https://www.anchorterminal.com/tools/qoder-cli.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/qoder-cli.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/qoder-cli.json",
      "dns": "qoder-cli.grade.anchorterminal.com",
      "license": "Proprietary, under the Qoder Terms of Service (BRIGHT ZENITH PRIVATE LIMITED, last updated 29 April 2026). No source is published, and the Agent SDK's LICENSE file points to the same terms",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "@qoder-ai/qodercli"
        },
        {
          "registry": "npm",
          "name": "@qoder-ai/qoder-agent-sdk"
        },
        {
          "registry": "pypi",
          "name": "qoder-agent-sdk"
        }
      ],
      "auth": "mixed",
      "authNotes": "`/login` or `qoder login` through a browser on a Qoder account, with background token refresh, or a Personal Access Token in `QODER_PERSONAL_ACCESS_TOKEN` for CI, ACP clients and the SDK. A PAT is created at qoder.com/account/integrations with chosen permissions and an expiry, and can be revoked. Organisations can use service accounts with scoped tokens.",
      "pricing": "freemium",
      "pricingNotes": "Free gives basic models for a limited number of messages and a 14-day Pro trial with 300 credits. Pro is $20 a month (2,000 credits), Pro+ $60 (6,000) and Ultra $200 (20,000). Credit Packs cost $20 for 1,500 credits and expire after a month. Teams is $40 a seat a month with 3,000 credits, Enterprise $20 a seat with credits bought separately (checked 2026-10-18).",
      "priceSummary": "$20 / mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the CLI or SDK docs, the pricing docs or the CLI release notes (checked 2026-10-18).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 4996,
        "pypiWeekly": null,
        "asOf": "2026-10-18"
      },
      "docsUrl": "https://docs.qoder.com/cli/overview",
      "llmsTxt": "https://docs.qoder.com/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "closed-source",
        "mcp",
        "acp",
        "llms-txt",
        "telemetry-default-on",
        "free-tier"
      ],
      "lastRelease": "2026-10-16",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 59.5,
        "grade": "C",
        "agentReady": false,
        "rank": 695,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 19,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 80,
          "maintenance": 72,
          "payments": 35,
          "reliability": 51,
          "schema": 81,
          "security": 58,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-04"
        },
        "negative": -3,
        "negativeNotes": [
          "Released fixes of the CLI's own described flaws with no advisory, folded into one term. 2026-09-19, CLI 1.1.57 fixed \"a security issue where internal Git calls could execute repository configuration commands\", so opening an untrusted repository could run commands from its Git configuration, disclosed only as a release-note line with no advisory, affected versions or CVE. 2026-07-16, CLI 1.0.47 fixed the PreToolUse hook not taking effect in headless and SDK modes, which the permissions page describes as an interception that holds even in YOLO mode. -3 (https://docs.qoder.com/release-notes/qoder-cli.md)"
        ],
        "verdict": "A closed-source terminal agent with a documented headless mode, an ACP server, typed TypeScript and Python SDKs and near-daily releases. Permission rules and modes are detailed, but no local sandbox is documented, usage statistics are on by default, and security fixes appear only as one-line release notes with no advisories or disclosure policy.",
        "bestFor": "Developers already on Qoder who want the same agent in a terminal, in CI through a PAT, in Zed through ACP, or embedded through the Agent SDK.",
        "strengths": [
          "Headless `-p` with text, json and stream-json output, `--max-turns`, and ask turned into deny",
          "Agent SDK for TypeScript and Python that drives the CLI with approval callbacks, hooks and session control",
          "Documented exit codes and Result error subtypes for scripts and SDK hosts",
          "Personal Access Tokens with chosen permissions and expiry, and scoped service accounts for organisations",
          "74 dated releases in the 90 days to 16 October 2026"
        ],
        "weaknesses": [
          "No local sandbox is documented, and `auto` mode approves read-only tools on any path",
          "Usage and AI code statistics are on by default, and content use for improvement depends on the plan",
          "Closed source with no public CI, issue tracker or security advisories, and the audit log leaves out CLI execution",
          "No security.txt, disclosure policy or status page found",
          "Agent SDK release notes stop at 1.0.41 on 15 September while npm has 1.0.53"
        ],
        "agentNotes": [
          "Set `QODER_PERSONAL_ACCESS_TOKEN` in CI. The browser sign-in can't complete in a headless run",
          "Pass `--permission-mode` with `--allowed-tools` in headless runs. Every ask is denied, and `--yolo` removes all checks",
          "Set `--max-turns` on unattended runs, and branch on exit codes 41 (authentication) and 53 (turn limit)",
          "Set `privacy.usageStatisticsEnabled` and `aiCodeStatistics.enabled` to false in ~/.qoder/settings.json if usage data must stay local",
          "Don't pass `--model lite`. The Lite tier was removed on 18 September 2026 and headless requests naming it fail"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 59.5
          }
        ],
        "editorialScores": {
          "ergonomics": 80,
          "maintenance": 72,
          "payments": 35,
          "reliability": 51,
          "schema": 81,
          "security": 58,
          "transparency": 51
        },
        "provenanceScore": 71,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-04",
            "maintenance": "2026-11-04",
            "payments": "2026-11-04",
            "reliability": "2026-11-04",
            "schema": "2026-11-04",
            "security": "2026-11-04",
            "transparency": "2026-11-04"
          },
          "last": "2026-11-04",
          "lastMoved": "2026-11-04",
          "oldest": "2026-11-04",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "curl -fsSL https://qoder.com/install | bash",
        "headless": {
          "env": {
            "QODER_PERSONAL_ACCESS_TOKEN": "\u003ctoken\u003e"
          },
          "run": "qoder -p \"Review these changes and list potential issues\" --output-format json --permission-mode accept_edits --max-turns 20"
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/qoder-cli"
      },
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 20,
          "note": "2,000 credits a month"
        },
        {
          "item": "Credit Pack",
          "unit": "tx",
          "usd": 20,
          "note": "1,500 credits, expires after one month, not refundable"
        },
        {
          "item": "Teams",
          "unit": "seat-month",
          "usd": 40,
          "note": "3,000 credits a seat a month"
        }
      ],
      "provenance": {
        "legalEntity": "BRIGHT ZENITH PRIVATE LIMITED",
        "domain": "qoder.com",
        "domainRegistered": "2009-08-21",
        "endpointOnVendorDomain": null,
        "terms": "https://qoder.com/product-service",
        "privacy": "https://qoder.com/privacy-policy",
        "statusPage": "",
        "changelog": "https://docs.qoder.com/release-notes/qoder-cli.md",
        "securityTxt": "none",
        "checked": "2026-10-18",
        "notes": [
          "The terms of service (last updated 29 April 2026) name BRIGHT ZENITH PRIVATE LIMITED as the provider of the Services. The privacy policy (last updated 12 May 2026) describes it as a Singapore registered entity, with a DPO at intldpo@qoder.com.",
          "We didn't name a parent company, because neither the terms nor the privacy policy names one.",
          "qoder.com/.well-known/security.txt and docs.qoder.com/.well-known/security.txt answered 404 on 18 October 2026.",
          "No status page was found, and status.qoder.com didn't resolve.",
          "RDAP (Verisign) gives qoder.com a registration date of 21 August 2009, long before the product.",
          "qoder.com's robots.txt disallows /pricing, so prices come from docs.qoder.com/account/pricing.md."
        ],
        "score": 71
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/qoder-cli.json",
      "live": {
        "slug": "qoder-cli",
        "versions": [
          {
            "registry": "npm",
            "name": "@qoder-ai/qoder-agent-sdk",
            "version": "1.0.59",
            "seenAt": "2026-11-06T23:59:36.133061094Z"
          },
          {
            "registry": "npm",
            "name": "@qoder-ai/qodercli",
            "version": "1.1.84",
            "seenAt": "2026-11-06T23:59:35.353684456Z"
          },
          {
            "registry": "pypi",
            "name": "qoder-agent-sdk",
            "version": "1.0.17",
            "released": "2026-10-27",
            "seenAt": "2026-11-06T23:59:37.541837136Z"
          }
        ],
        "npmWeekly": 15429,
        "pypiWeekly": 2988,
        "securityTxt": {
          "url": "https://qoder.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:01:03.999946893Z"
        },
        "llmsTxt": {
          "url": "https://docs.qoder.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:33:43.317157288Z"
        },
        "domain": {
          "domain": "qoder.com",
          "registered": "2009-08-21",
          "source": "https://rdap.verisign.com/com/v1/domain/qoder.com",
          "checkedAt": "2026-11-01T14:10:08.006309272Z"
        },
        "pages": [
          {
            "url": "https://docs.qoder.com/release-notes/qoder-cli.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-11-07T14:07:42.053257494Z",
            "changedAt": "2026-11-04T08:22:12.788186407Z",
            "fingerprint": "d2c620bafc63"
          },
          {
            "url": "https://docs.qoder.com/release-notes/lite-model-tier-retirement-notice.md",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-11-07T14:07:37.041609367Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "6c149bbabe94"
          },
          {
            "url": "https://docs.qoder.com/release-notes/model-consumption-reference-update.md",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-11-07T14:07:39.635202721Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "bc85b1b0ed5c"
          },
          {
            "url": "https://qoder.com/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-11-07T14:17:43.75140338Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "2117f74023c8"
          },
          {
            "url": "https://qoder.com/product-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-11-07T14:17:46.009222328Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "b0a4a5ea5693"
          }
        ],
        "updatedAt": "2026-11-07T16:01:03.999946893Z"
      }
    },
    "answer": "Qoder CLI scores 59.5 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories. Sculptor leads on payments \u0026 pricing.",
    "b": {
      "slug": "sculptor",
      "name": "Sculptor",
      "vendor": "Imbue, Inc.",
      "vendorUrl": "https://imbue.com",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Sculptor is Imbue's open-source desktop app for running coding agents in parallel, each in an isolated copy of your code, with built-in skills for agentic development. It's labelled an experimental research preview.",
      "url": "https://www.anchorterminal.com/tools/sculptor",
      "markdownUrl": "https://www.anchorterminal.com/tools/sculptor.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/sculptor.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/sculptor.json",
      "dns": "sculptor.grade.anchorterminal.com",
      "repo": "https://github.com/imbue-ai/sculptor",
      "license": "MIT",
      "transports": [],
      "packages": [],
      "auth": "none",
      "pricing": "free",
      "pricingNotes": "Free and open source. You pay for the coding agents it runs, through your own subscriptions or API keys (checked 2026-11-07).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No payment protocol in the repository or README (checked 2026-11-07).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-07"
      },
      "docsUrl": "https://github.com/imbue-ai/sculptor#readme",
      "capabilities": [
        "agent.harness",
        "agent.multi-agent"
      ],
      "tags": [
        "open-source",
        "mit",
        "desktop-app",
        "new"
      ],
      "lastRelease": "2026-11-06",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 53.1,
        "grade": "D",
        "agentReady": false,
        "rank": 960,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 37,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 50,
          "maintenance": 75,
          "payments": 60,
          "reliability": 43,
          "schema": 45,
          "security": 57,
          "transparency": 57
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "low",
          "date": "2026-11-07"
        },
        "negative": 0,
        "verdict": "Imbue's open-source app for parallel coding agents in isolated workspaces, with telemetry off until you choose otherwise. It's an experimental research preview that warns of bugs and drastic changes, Mac and Linux only, with no changelog.",
        "bestFor": "Developers who want parallel coding agents in isolated workspaces and are fine with a research preview.",
        "strengths": [
          "Each workspace is an isolated copy of the code, reviewed and merged back",
          "Analytics, error reporting and session recording default to off, with consent at first run",
          "Built-in skills for agentic development",
          "MIT from Imbue, with CI on pull requests"
        ],
        "weaknesses": [
          "Labelled an experimental research preview that may change drastically",
          "Mac (Apple Silicon) and Linux only",
          "No changelog file",
          "Few outside contributions accepted for now"
        ],
        "agentNotes": [
          "Download from the README's links, connect a repository and create a workspace before prompting",
          "Review the diff before merging a workspace back to main"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "low",
            "grade": "D",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 53.1
          }
        ],
        "editorialScores": {
          "ergonomics": 50,
          "maintenance": 75,
          "payments": 60,
          "reliability": 43,
          "schema": 45,
          "security": 57,
          "transparency": 73
        },
        "provenanceScore": 40,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-07",
            "maintenance": "2026-11-07",
            "payments": "2026-11-07",
            "reliability": "2026-11-07",
            "schema": "2026-11-07",
            "security": "2026-11-07",
            "transparency": "2026-11-07"
          },
          "last": "2026-11-07",
          "oldest": "2026-11-07",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "Download for Mac (Apple Silicon) or Linux from the README"
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/sculptor"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Imbue, Inc.",
        "domain": "imbue.com",
        "domainRegistered": "",
        "domainNote": "Not looked up: RDAP isn't requested under the 1 November 2026 rules.",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-11-07",
        "notes": [
          "The licence names Imbue, Inc.. The repository is github.com/imbue-ai/sculptor."
        ],
        "score": 40
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/sculptor.json",
      "live": {
        "slug": "sculptor",
        "securityTxt": {
          "url": "https://imbue.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:01:32.925074454Z"
        },
        "updatedAt": "2026-11-07T16:01:32.925074454Z"
      }
    },
    "edges": [
      {
        "by": 36,
        "category": "schema",
        "leads": "qoder-cli",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "Framework reading. A CLI reference with types and defaults for every flag, a settings reference with types and defaults, TypeScript declaration files and a Python reference for the SDK, and Result and error-code tables. No schema for the stream-json events was found (16). docs.qoder.com/llms.txt indexes every page with a Markdown twin, and robots.txt allows both (10). The permissions page states what each mode does and is best for, what headless runs do with ask, and which actions skip the auto classifier (17). Permission modes and output formats are enums and rules have a fixed syntax (12). CI examples, an SDK error page with exit codes 0, 1, 41, 42, 44, 52, 53, 54 and 130, Result subtypes and a troubleshooting index. Code 44 names a sandbox the docs don't describe (14). Dated release notes for the CLI and the SDK, though the SDK notes stop at 1.0.41 on 15 September while npm has 1.0.53, and the CLI reference still names the removed `lite` model (12). 16+10+17+12+14+12 = 81. Per the 18 October check, not re-read on 4 November (Qoder's terms bar scraping its Services by automated means, so its sites are paused for this run).",
          "b": "Harness reading. A README, specs and agent docs in the repository; no API reference (45)."
        },
        "scores": {
          "a": 81,
          "b": 45
        }
      },
      {
        "by": 30,
        "category": "ergonomics",
        "leads": "qoder-cli",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "Framework reading, adapted to a harness driven by a pipeline. `--tools`, `--allowed-tools` and `--disallowed-tools` restrict built-in tools, and `--strict-mcp-config` with `--allowed-mcp-server-names` limits MCP servers. Nothing on deferred MCP tool loading was found (18). text, json and stream-json output, `--max-turns`, `--max-output-tokens` and `--no-session-persistence` (16). Distinct exit codes for authentication, input, configuration, turn-limit and tool failures, and SDK Result subtypes with error codes (16). `--continue`, `--resume`, `--session-id`, `--fork-session`, SDK checkpoints with rewind, and `--max-model-request-retries` (15). Official SDKs in TypeScript and Python, an ACP server, and headless runs that need only a PAT and a permission flag (15). 18+16+16+15+15 = 80. Per the 18 October check, not re-read on 4 November (Qoder's terms bar scraping its Services by automated means, so its sites are paused for this run).",
          "b": "Harness reading. Workspaces as isolated copies, review and merge back, and built-in skills (50)."
        },
        "scores": {
          "a": 80,
          "b": 50
        }
      },
      {
        "by": 25,
        "category": "payments",
        "leads": "sculptor",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "Harness reading of the published rubric, scored on the Qoder subscription the CLI needs. No payment protocol (0). Plan prices, the Credit Pack price ($20 for 1,500 credits) and per-model credit factors are public in the docs without a login. qoder.com/pricing is disallowed by robots.txt and wasn't read (20). A Free plan with basic models for a limited number of messages and a 14-day Pro trial with 300 credits. We found no statement on whether a card is needed (15). A person signs in through a browser, and a PAT is created by hand at qoder.com/account/integrations (0). 0+20+15+0 = 35. Per the 18 October check, not re-read on 4 November (Qoder's terms bar scraping its Services by automated means, so its sites are paused for this run).",
          "b": "Free self-hosted software with nothing to buy, so 0 for a protocol and 20 each for public pricing, a free tier and onboarding with no sign-up, 60."
        },
        "scores": {
          "a": 35,
          "b": 60
        }
      },
      {
        "by": 8,
        "category": "reliability",
        "leads": "qoder-cli",
        "name": "Reliability",
        "reasons": {
          "a": "Local-package reading, the same as the other closed-source harnesses. An install script for macOS, Linux and Windows on arm64 and amd64 that checks a SHA-256 from a manifest on the same download host, and an npm package with Node.js 20 or later stated (20). No public CI or test suite, since no source is published (0). We found no public issue tracker for the CLI. The forum's bug-reports category, shared by every Qoder product, had 116 new topics in the month to 18 October, and 15 of the 29 topics on its first page had no reply. A few named the CLI (8). Versions are semver-shaped and every release is dated in the release notes, but removals such as `/goal take` in 1.1.11 shipped in patch versions without a breaking-change label (8). 1.0.0 on 20 May 2026, now 1.1.73 (15). 20+0+8+8+15 = 51. Per the 18 October check, not re-read on 4 November (Qoder's terms bar scraping its Services by automated means, so its sites are paused for this run).",
          "b": "Local software. Desktop downloads for Mac (Apple Silicon), Linux and Linux ARM64 (20). checks.yml and a PR gate run on the repository; pass state not read (15). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). sculptor-v tags up to v0.49.0, no changelog file (8). 0.x and labelled a research preview (0). 20 + 15 + 0 + 8 + 0 = 43."
        },
        "scores": {
          "a": 51,
          "b": 43
        }
      }
    ],
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Qoder (BRIGHT ZENITH PRIVATE LIMITED)",
        "b": "Imbue, Inc.",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary, under the Qoder Terms of Service (BRIGHT ZENITH PRIVATE LIMITED, last updated 29 April 2026). No source is published, and the Agent SDK's LICENSE file points to the same terms",
        "b": "MIT",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-16",
        "b": "2026-11-06",
        "name": "Last release"
      },
      {
        "a": "couldn't be read",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "couldn't be read",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Customer content may train models"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Terms restrict automated access"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "couldn't be read",
        "b": "not read yet",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "5k npm/wk",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "3.5/5 (4)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Qoder CLI scores 59.5 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories. Sculptor leads on payments \u0026 pricing.",
        "question": "Which is better for AI agents, Qoder CLI or Sculptor?"
      },
      {
        "answer": "No open-source release is listed for Qoder CLI. Sculptor is open source (MIT).",
        "question": "Are Qoder CLI and Sculptor open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 51 against 43",
          "Schema \u0026 documentation, 81 against 45",
          "Agent ergonomics, 80 against 50"
        ],
        "also": null,
        "goodFor": "Developers already on Qoder who want the same agent in a terminal, in CI through a PAT, in Zed through ACP, or embedded through the Agent SDK.",
        "slug": "qoder-cli",
        "watchFor": "No local sandbox is documented, and `auto` mode approves read-only tools on any path"
      },
      {
        "aheadOn": [
          "Payments \u0026 pricing, 60 against 35"
        ],
        "also": [
          "No key needed to call it",
          "Open source",
          "No incidents deducted, where Qoder CLI loses 3 points for them"
        ],
        "goodFor": "Developers who want parallel coding agents in isolated workspaces and are fine with a research preview.",
        "slug": "sculptor",
        "watchFor": "Labelled an experimental research preview that may change drastically"
      }
    ],
    "history": {
      "qoder-cli": [
        {
          "causes": [
            "correction"
          ],
          "date": "2026-11-04",
          "delta": 0.5,
          "from": 59,
          "fromGrade": "C",
          "to": 59.5,
          "toGrade": "C"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-30",
          "delta": -0.4,
          "from": 59.4,
          "fromGrade": "C",
          "to": 59,
          "toGrade": "C"
        },
        {
          "causes": [
            "evidence"
          ],
          "date": "2026-10-27",
          "delta": 0.1,
          "from": 59.3,
          "fromGrade": "C",
          "to": 59.4,
          "toGrade": "C"
        }
      ],
      "sculptor": null
    },
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-qoder-cli.json",
        "title": "Agent Zero vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-sculptor.json",
        "title": "Agent Zero vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-qoder-cli.json",
        "title": "Aider vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-sculptor.json",
        "title": "Aider vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/aider-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-qoder-cli.json",
        "title": "Amp vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/amp-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-sculptor.json",
        "title": "Amp vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/amp-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-qoder-cli.json",
        "title": "Antigravity CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-sculptor.json",
        "title": "Antigravity CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-qoder-cli.json",
        "title": "Auggie CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-sculptor.json",
        "title": "Auggie CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-qoder-cli.json",
        "title": "AXLR vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-sculptor.json",
        "title": "AXLR vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-qoder-cli.json",
        "title": "Claude Code vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-sculptor.json",
        "title": "Claude Code vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-qoder-cli.json",
        "title": "Cline vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/cline-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-sculptor.json",
        "title": "Cline vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/cline-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/conductor-vs-qoder-cli.json",
        "title": "Conductor vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/conductor-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/conductor-vs-sculptor.json",
        "title": "Conductor vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/conductor-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-qoder-cli.json",
        "title": "Crush vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/crush-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-sculptor.json",
        "title": "Crush vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/crush-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-qoder-cli.json",
        "title": "Cursor CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-sculptor.json",
        "title": "Cursor CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-qoder-cli.json",
        "title": "DeepSeek Harness (dsh) vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-sculptor.json",
        "title": "DeepSeek Harness (dsh) vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-qoder-cli.json",
        "title": "dsh-superagent (DeepSeek) vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-sculptor.json",
        "title": "dsh-superagent (DeepSeek) vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-qoder-cli.json",
        "title": "Devin vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-sculptor.json",
        "title": "Devin vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/devin-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-qoder-cli.json",
        "title": "Droid CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-sculptor.json",
        "title": "Droid CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-qoder-cli.json",
        "title": "Pi vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-sculptor.json",
        "title": "Pi vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/emdash-vs-qoder-cli.json",
        "title": "Emdash vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/emdash-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/emdash-vs-sculptor.json",
        "title": "Emdash vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/emdash-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-qoder-cli.json",
        "title": "Gemini CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-sculptor.json",
        "title": "Gemini CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-qoder-cli.json",
        "title": "GitHub Copilot CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-sculptor.json",
        "title": "GitHub Copilot CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-qoder-cli.json",
        "title": "goose vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/goose-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-sculptor.json",
        "title": "goose vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/goose-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-qoder-cli.json",
        "title": "Harness² vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-sculptor.json",
        "title": "Harness² vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-qoder-cli.json",
        "title": "HarnessRouter vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-sculptor.json",
        "title": "HarnessRouter vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-qoder-cli.json",
        "title": "Jules vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/jules-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-sculptor.json",
        "title": "Jules vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/jules-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-qoder-cli.json",
        "title": "Junie CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/junie-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-sculptor.json",
        "title": "Junie CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/junie-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-qoder-cli.json",
        "title": "Kilo Code CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-sculptor.json",
        "title": "Kilo Code CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-qoder-cli.json",
        "title": "Kimi Code CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-sculptor.json",
        "title": "Kimi Code CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-qoder-cli.json",
        "title": "Kiro CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-sculptor.json",
        "title": "Kiro CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/letta-vs-qoder-cli.json",
        "title": "Letta vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/letta-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/letta-vs-sculptor.json",
        "title": "Letta vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/letta-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-qoder-cli.json",
        "title": "mini-swe-agent vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-sculptor.json",
        "title": "mini-swe-agent vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-qoder-cli.json",
        "title": "MiniMax Code vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-sculptor.json",
        "title": "MiniMax Code vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-qoder-cli.json",
        "title": "Mistral Vibe CLI vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-sculptor.json",
        "title": "Mistral Vibe CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-qoder-cli.json",
        "title": "Muse Code vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-sculptor.json",
        "title": "Muse Code vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-agents-api-vs-qoder-cli.json",
        "title": "OpenAI Agents API vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/openai-agents-api-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-agents-api-vs-sculptor.json",
        "title": "OpenAI Agents API vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/openai-agents-api-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-codex-vs-qoder-cli.json",
        "title": "OpenAI Codex vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/openai-codex-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-codex-vs-sculptor.json",
        "title": "OpenAI Codex vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/openai-codex-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/opencode-vs-qoder-cli.json",
        "title": "OpenCode vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/opencode-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/opencode-vs-sculptor.json",
        "title": "OpenCode vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/opencode-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openhands-vs-qoder-cli.json",
        "title": "OpenHands vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/openhands-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openhands-vs-sculptor.json",
        "title": "OpenHands vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/openhands-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/orca-vs-qoder-cli.json",
        "title": "Orca vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/orca-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/orca-vs-sculptor.json",
        "title": "Orca vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/orca-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paseo-vs-qoder-cli.json",
        "title": "Paseo vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/paseo-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paseo-vs-sculptor.json",
        "title": "Paseo vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/paseo-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/prime-agent-vs-qoder-cli.json",
        "title": "Prime Agent vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/prime-agent-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/prime-agent-vs-sculptor.json",
        "title": "Prime Agent vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/prime-agent-vs-sculptor"
      },
      {
        "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-reflection-mirror.json",
        "title": "Qoder CLI vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-rovo-dev-cli.json",
        "title": "Qoder CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-t3-code.json",
        "title": "Qoder CLI vs T3 Code",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-t3-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-traycer.json",
        "title": "Qoder CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-unstoppable.json",
        "title": "Qoder CLI vs Unstoppable",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-unstoppable"
      },
      {
        "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/qoder-cli-vs-vibe-trading.json",
        "title": "Qoder CLI vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-vibe-trading"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-warp.json",
        "title": "Qoder CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-warp"
      },
      {
        "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/reflection-mirror-vs-sculptor.json",
        "title": "Mirror CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-sculptor.json",
        "title": "Rovo Dev CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/sculptor-vs-t3-code.json",
        "title": "Sculptor vs T3 Code",
        "url": "https://www.anchorterminal.com/compare/sculptor-vs-t3-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/sculptor-vs-traycer.json",
        "title": "Sculptor vs Traycer",
        "url": "https://www.anchorterminal.com/compare/sculptor-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/sculptor-vs-unstoppable.json",
        "title": "Sculptor vs Unstoppable",
        "url": "https://www.anchorterminal.com/compare/sculptor-vs-unstoppable"
      },
      {
        "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/sculptor-vs-vibe-trading.json",
        "title": "Sculptor vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/sculptor-vs-vibe-trading"
      },
      {
        "json": "https://www.anchorterminal.com/compare/sculptor-vs-warp.json",
        "title": "Sculptor vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/sculptor-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli.json",
        "title": "Clawboo vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-sculptor.json",
        "title": "Clawboo vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-qoder-cli.json",
        "title": "CLI Manager vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-sculptor.json",
        "title": "CLI Manager vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-qoder-cli.json",
        "title": "Harness vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-sculptor.json",
        "title": "Harness vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openmausbot-vs-qoder-cli.json",
        "title": "OpenMausBot vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/openmausbot-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openmausbot-vs-sculptor.json",
        "title": "OpenMausBot vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/openmausbot-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paperclip-vs-qoder-cli.json",
        "title": "Paperclip vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/paperclip-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paperclip-vs-sculptor.json",
        "title": "Paperclip vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/paperclip-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallax-agents-vs-qoder-cli.json",
        "title": "Parallax vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/parallax-agents-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallax-agents-vs-sculptor.json",
        "title": "Parallax vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/parallax-agents-vs-sculptor"
      }
    ],
    "panel": null,
    "scores": [
      {
        "by": 8,
        "edge": "qoder-cli",
        "key": "reliability",
        "name": "Reliability",
        "qoder-cli": 51,
        "sculptor": 43,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 36,
        "edge": "qoder-cli",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "qoder-cli": 81,
        "sculptor": 45,
        "weight": 13
      },
      {
        "by": 30,
        "edge": "qoder-cli",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "qoder-cli": 80,
        "sculptor": 50,
        "weight": 13
      },
      {
        "by": 1,
        "edge": "qoder-cli",
        "key": "security",
        "name": "Security \u0026 auth",
        "qoder-cli": 58,
        "sculptor": 57,
        "weight": 14
      },
      {
        "by": 25,
        "edge": "sculptor",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "qoder-cli": 35,
        "sculptor": 60,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 3,
        "edge": "sculptor",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "qoder-cli": 72,
        "sculptor": 75,
        "weight": 7
      },
      {
        "by": 4,
        "edge": "qoder-cli",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "qoder-cli": 61,
        "sculptor": 57,
        "weight": 7
      }
    ],
    "summary": "Qoder CLI scores 59.5 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories. Sculptor leads on payments \u0026 pricing. Both do agent harnesses.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "qoder-cli": "A closed-source terminal agent with a documented headless mode, an ACP server, typed TypeScript and Python SDKs and near-daily releases. Permission rules and modes are detailed, but no local sandbox is documented, usage statistics are on by default, and security fixes appear only as one-line release notes with no advisories or disclosure policy.",
      "sculptor": "Imbue's open-source app for parallel coding agents in isolated workspaces, with telemetry off until you choose otherwise. It's an experimental research preview that warns of bugs and drastic changes, Mac and Linux only, with no changelog."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/qoder-cli-vs-sculptor",
    "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-sculptor.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/qoder-cli-vs-sculptor.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/qoder-cli-vs-sculptor.min.md"
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  "markdown": "Qoder CLI scores 59.5 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories. Sculptor leads on payments \u0026 pricing. Both do agent harnesses.\n\n- Qoder CLI: grade C, 59.5/100, rank #695 of 1486. Markdown https://www.anchorterminal.com/tools/qoder-cli.md · JSON https://www.anchorterminal.com/api/v1/tools/qoder-cli.json\n- Sculptor: grade D, 53.1/100, rank #960 of 1486. Markdown https://www.anchorterminal.com/tools/sculptor.md · JSON https://www.anchorterminal.com/api/v1/tools/sculptor.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### Qoder CLI (C)\n\nGood for: Developers already on Qoder who want the same agent in a terminal, in CI through a PAT, in Zed through ACP, or embedded through the Agent SDK.\n\nAhead on:\n- Reliability, 51 against 43\n- Schema \u0026 documentation, 81 against 45\n- Agent ergonomics, 80 against 50\n\nWatch for: No local sandbox is documented, and `auto` mode approves read-only tools on any path\n\n### Sculptor (D)\n\nGood for: Developers who want parallel coding agents in isolated workspaces and are fine with a research preview.\n\nAhead on:\n- Payments \u0026 pricing, 60 against 35\n\nAlso in its favour:\n- No key needed to call it\n- Open source\n- No incidents deducted, where Qoder CLI loses 3 points for them\n\nWatch for: Labelled an experimental research preview that may change drastically\n\n\n## Why the edge\n\n### Schema \u0026 documentation: Qoder CLI +36\n\n- Qoder CLI (81): Framework reading. A CLI reference with types and defaults for every flag, a settings reference with types and defaults, TypeScript declaration files and a Python reference for the SDK, and Result and error-code tables. No schema for the stream-json events was found (16). docs.qoder.com/llms.txt indexes every page with a Markdown twin, and robots.txt allows both (10). The permissions page states what each mode does and is best for, what headless runs do with ask, and which actions skip the auto classifier (17). Permission modes and output formats are enums and rules have a fixed syntax (12). CI examples, an SDK error page with exit codes 0, 1, 41, 42, 44, 52, 53, 54 and 130, Result subtypes and a troubleshooting index. Code 44 names a sandbox the docs don't describe (14). Dated release notes for the CLI and the SDK, though the SDK notes stop at 1.0.41 on 15 September while npm has 1.0.53, and the CLI reference still names the removed `lite` model (12). 16+10+17+12+14+12 = 81. Per the 18 October check, not re-read on 4 November (Qoder's terms bar scraping its Services by automated means, so its sites are paused for this run).\n- Sculptor (45): Harness reading. A README, specs and agent docs in the repository; no API reference (45).\n\n### Agent ergonomics: Qoder CLI +30\n\n- Qoder CLI (80): Framework reading, adapted to a harness driven by a pipeline. `--tools`, `--allowed-tools` and `--disallowed-tools` restrict built-in tools, and `--strict-mcp-config` with `--allowed-mcp-server-names` limits MCP servers. Nothing on deferred MCP tool loading was found (18). text, json and stream-json output, `--max-turns`, `--max-output-tokens` and `--no-session-persistence` (16). Distinct exit codes for authentication, input, configuration, turn-limit and tool failures, and SDK Result subtypes with error codes (16). `--continue`, `--resume`, `--session-id`, `--fork-session`, SDK checkpoints with rewind, and `--max-model-request-retries` (15). Official SDKs in TypeScript and Python, an ACP server, and headless runs that need only a PAT and a permission flag (15). 18+16+16+15+15 = 80. Per the 18 October check, not re-read on 4 November (Qoder's terms bar scraping its Services by automated means, so its sites are paused for this run).\n- Sculptor (50): Harness reading. Workspaces as isolated copies, review and merge back, and built-in skills (50).\n\n### Payments \u0026 pricing: Sculptor +25\n\n- Qoder CLI (35): Harness reading of the published rubric, scored on the Qoder subscription the CLI needs. No payment protocol (0). Plan prices, the Credit Pack price ($20 for 1,500 credits) and per-model credit factors are public in the docs without a login. qoder.com/pricing is disallowed by robots.txt and wasn't read (20). A Free plan with basic models for a limited number of messages and a 14-day Pro trial with 300 credits. We found no statement on whether a card is needed (15). A person signs in through a browser, and a PAT is created by hand at qoder.com/account/integrations (0). 0+20+15+0 = 35. Per the 18 October check, not re-read on 4 November (Qoder's terms bar scraping its Services by automated means, so its sites are paused for this run).\n- Sculptor (60): Free self-hosted software with nothing to buy, so 0 for a protocol and 20 each for public pricing, a free tier and onboarding with no sign-up, 60.\n\n### Reliability: Qoder CLI +8\n\n- Qoder CLI (51): Local-package reading, the same as the other closed-source harnesses. An install script for macOS, Linux and Windows on arm64 and amd64 that checks a SHA-256 from a manifest on the same download host, and an npm package with Node.js 20 or later stated (20). No public CI or test suite, since no source is published (0). We found no public issue tracker for the CLI. The forum's bug-reports category, shared by every Qoder product, had 116 new topics in the month to 18 October, and 15 of the 29 topics on its first page had no reply. A few named the CLI (8). Versions are semver-shaped and every release is dated in the release notes, but removals such as `/goal take` in 1.1.11 shipped in patch versions without a breaking-change label (8). 1.0.0 on 20 May 2026, now 1.1.73 (15). 20+0+8+8+15 = 51. Per the 18 October check, not re-read on 4 November (Qoder's terms bar scraping its Services by automated means, so its sites are paused for this run).\n- Sculptor (43): Local software. Desktop downloads for Mac (Apple Silicon), Linux and Linux ARM64 (20). checks.yml and a PR gate run on the repository; pass state not read (15). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). sculptor-v tags up to v0.49.0, no changelog file (8). 0.x and labelled a research preview (0). 20 + 15 + 0 + 8 + 0 = 43.\n\n## Score by category\n\n| Category | Weight | Qoder CLI | Sculptor | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 51 | 43 | Qoder CLI +8 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 45 | Qoder CLI +36 |\n| Agent ergonomics | 13% (16.2 this run) | 80 | 50 | Qoder CLI +30 |\n| Security \u0026 auth | 14% (17.5 this run) | 58 | 57 | Qoder CLI +1 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 35 | 60 | Sculptor +25 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 72 | 75 | Sculptor +3 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 57 | Qoder CLI +4 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **59.5 · C** | **53.1 · D** | |\n\n## Facts side by side\n\n| Fact | Qoder CLI | Sculptor |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Qoder (BRIGHT ZENITH PRIVATE LIMITED) | Imbue, Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | OAuth or key | None |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Proprietary, under the Qoder Terms of Service (BRIGHT ZENITH PRIVATE LIMITED, last updated 29 April 2026). No source is published, and the Agent SDK's LICENSE file points to the same terms | MIT |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | 2026-10-16 | 2026-11-06 |\n| Terms last updated | couldn't be read | no document linked |\n| Privacy policy last updated | couldn't be read | no document linked |\n| Customer content may train models | couldn't be read | not read yet |\n| Terms restrict automated access | couldn't be read | not read yet |\n| Terms restrict benchmarking | couldn't be read | not read yet |\n| Terms or service can change without notice | couldn't be read | not read yet |\n| Arbitration or class-action waiver | couldn't be read | not read yet |\n| Popularity | 5k npm/wk | none |\n| Agent reviews | 3.5/5 (4) | none |\n\n## How the scores have moved\n\n### Qoder CLI\n\n- +0.5 on 4 November 2026: correction\n- -0.4 on 30 October 2026: checklist\n- +0.1 on 27 October 2026: new evidence\n\n### Sculptor\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Qoder CLI.** A closed-source terminal agent with a documented headless mode, an ACP server, typed TypeScript and Python SDKs and near-daily releases. Permission rules and modes are detailed, but no local sandbox is documented, usage statistics are on by default, and security fixes appear only as one-line release notes with no advisories or disclosure policy.\n\n**Sculptor.** Imbue's open-source app for parallel coding agents in isolated workspaces, with telemetry off until you choose otherwise. It's an experimental research preview that warns of bugs and drastic changes, Mac and Linux only, with no changelog.\n\n## Before you call either\n\n### Qoder CLI\n\n1. Set `QODER_PERSONAL_ACCESS_TOKEN` in CI. The browser sign-in can't complete in a headless run\n2. Pass `--permission-mode` with `--allowed-tools` in headless runs. Every ask is denied, and `--yolo` removes all checks\n3. Set `--max-turns` on unattended runs, and branch on exit codes 41 (authentication) and 53 (turn limit)\n4. Set `privacy.usageStatisticsEnabled` and `aiCodeStatistics.enabled` to false in ~/.qoder/settings.json if usage data must stay local\n5. Don't pass `--model lite`. The Lite tier was removed on 18 September 2026 and headless requests naming it fail\n\n### Sculptor\n\n1. Download from the README's links, connect a repository and create a workspace before prompting\n2. Review the diff before merging a workspace back to main\n\n## Questions\n\n### Which is better for AI agents, Qoder CLI or Sculptor?\n\nQoder CLI scores 59.5 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories. Sculptor leads on payments \u0026 pricing.\n\n### Are Qoder CLI and Sculptor open source?\n\nNo open-source release is listed for Qoder CLI. Sculptor is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/qoder-cli-vs-sculptor.json, and with the fewest tokens: https://www.anchorterminal.com/compare/qoder-cli-vs-sculptor.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"qoder-cli\", \"b\": \"sculptor\"}`. From a terminal: `anchor compare qoder-cli sculptor`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/qoder-cli.json and https://www.anchorterminal.com/api/v1/tools/sculptor.json\n\n## Other comparisons with Qoder CLI or Sculptor\n\n- [Agent Zero vs Qoder CLI](https://www.anchorterminal.com/compare/agent-zero-vs-qoder-cli.md)\n- [Agent Zero vs Sculptor](https://www.anchorterminal.com/compare/agent-zero-vs-sculptor.md)\n- [Aider vs Qoder CLI](https://www.anchorterminal.com/compare/aider-vs-qoder-cli.md)\n- [Aider vs Sculptor](https://www.anchorterminal.com/compare/aider-vs-sculptor.md)\n- [Amp vs Qoder CLI](https://www.anchorterminal.com/compare/amp-vs-qoder-cli.md)\n- [Amp vs Sculptor](https://www.anchorterminal.com/compare/amp-vs-sculptor.md)\n- [Antigravity CLI vs Qoder CLI](https://www.anchorterminal.com/compare/antigravity-cli-vs-qoder-cli.md)\n- [Antigravity CLI vs Sculptor](https://www.anchorterminal.com/compare/antigravity-cli-vs-sculptor.md)\n- [Auggie CLI vs Qoder CLI](https://www.anchorterminal.com/compare/auggie-vs-qoder-cli.md)\n- [Auggie CLI vs Sculptor](https://www.anchorterminal.com/compare/auggie-vs-sculptor.md)\n- [AXLR vs Qoder CLI](https://www.anchorterminal.com/compare/axlr-vs-qoder-cli.md)\n- [AXLR vs Sculptor](https://www.anchorterminal.com/compare/axlr-vs-sculptor.md)\n- [Claude Code vs Qoder CLI](https://www.anchorterminal.com/compare/claude-code-vs-qoder-cli.md)\n- [Claude Code vs Sculptor](https://www.anchorterminal.com/compare/claude-code-vs-sculptor.md)\n- [Cline vs Qoder CLI](https://www.anchorterminal.com/compare/cline-vs-qoder-cli.md)\n- [Cline vs Sculptor](https://www.anchorterminal.com/compare/cline-vs-sculptor.md)\n- [Conductor vs Qoder CLI](https://www.anchorterminal.com/compare/conductor-vs-qoder-cli.md)\n- [Conductor vs Sculptor](https://www.anchorterminal.com/compare/conductor-vs-sculptor.md)\n- [Crush vs Qoder CLI](https://www.anchorterminal.com/compare/crush-vs-qoder-cli.md)\n- [Crush vs Sculptor](https://www.anchorterminal.com/compare/crush-vs-sculptor.md)\n- [Cursor CLI vs Qoder CLI](https://www.anchorterminal.com/compare/cursor-cli-vs-qoder-cli.md)\n- [Cursor CLI vs Sculptor](https://www.anchorterminal.com/compare/cursor-cli-vs-sculptor.md)\n- [DeepSeek Harness (dsh) vs Qoder CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-qoder-cli.md)\n- [DeepSeek Harness (dsh) vs Sculptor](https://www.anchorterminal.com/compare/deepseek-harness-vs-sculptor.md)\n- [dsh-superagent (DeepSeek) vs Qoder CLI](https://www.anchorterminal.com/compare/deepseek-superagent-vs-qoder-cli.md)\n- [dsh-superagent (DeepSeek) vs Sculptor](https://www.anchorterminal.com/compare/deepseek-superagent-vs-sculptor.md)\n- [Devin vs Qoder CLI](https://www.anchorterminal.com/compare/devin-vs-qoder-cli.md)\n- [Devin vs Sculptor](https://www.anchorterminal.com/compare/devin-vs-sculptor.md)\n- [Droid CLI vs Qoder CLI](https://www.anchorterminal.com/compare/droid-cli-vs-qoder-cli.md)\n- [Droid 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