{
  "data": {
    "a": {
      "slug": "jules",
      "name": "Jules",
      "vendor": "Google LLC",
      "vendorUrl": "https://jules.google",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Jules is Google's asynchronous coding agent, which clones a GitHub repository into a cloud virtual machine, plans, edits and opens pull requests. Outside agents drive it through an alpha REST API, a TypeScript SDK, an MCP package and a CLI.",
      "url": "https://www.anchorterminal.com/tools/jules",
      "markdownUrl": "https://www.anchorterminal.com/tools/jules.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/jules.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/jules.json",
      "repo": "https://github.com/google-labs-code/jules-sdk",
      "license": "Proprietary service under the Google Terms of Service. The TypeScript SDK is Apache-2.0; the CLI binary is closed",
      "transports": [
        "http",
        "stdio"
      ],
      "packages": [
        {
          "registry": "npm",
          "name": "@google/jules"
        },
        {
          "registry": "npm",
          "name": "@google/jules-sdk"
        },
        {
          "registry": "npm",
          "name": "@google/jules-mcp"
        }
      ],
      "auth": "mixed",
      "authNotes": "The REST API takes an API key in the `X-Goog-Api-Key` header. Keys are created by a person in Settings in the Jules web app, at most three at a time, shown once and revocable there, and publicly exposed keys are disabled automatically. Keys carry no scopes. The discovery document also lists Google OAuth with the broad cloud-platform scope. The Jules Tools CLI signs in with a Google account in the browser (`jules login`). Repository sources need the Jules GitHub app installed through the web app.",
      "pricing": "freemium",
      "pricingNotes": "Free plan with 15 tasks a day and 3 concurrent tasks. Jules in Pro (100 a day, 15 concurrent) and Jules in Ultra (300 a day, 60 concurrent) come with the Google AI Pro and Ultra plans, and the Google AI plans page lists AI Plus with expanded Jules limits (jules.google/docs/usage-limits and one.google.com/about/google-ai-plans, checked 2026-10-18). Paid plans are for personal @gmail.com accounts, with an interest form for business users. The plan prices render per locale and weren't read. No per-task or per-call price.",
      "priceSummary": "Freemium",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the Jules docs, the API reference, the discovery document or the plans pages (checked 2026-10-18).",
        "endpoints": []
      },
      "toolCount": 8,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 1269,
        "pypiWeekly": null,
        "asOf": "2026-10-18"
      },
      "docsUrl": "https://jules.google/docs/",
      "llmsTxt": "https://jules.google/docs/llms.txt",
      "openapi": "https://jules.googleapis.com/$discovery/rest?version=v1alpha",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "hosted",
        "cloud-agent",
        "closed-source",
        "api-key",
        "alpha",
        "llms-txt",
        "mcp",
        "no-status-page",
        "stale-release",
        "freemium"
      ],
      "lastRelease": "2026-03-09",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 44.5,
        "grade": "E",
        "agentReady": false,
        "rank": 1000,
        "ranked": true,
        "rankOf": 1146,
        "categoryRank": 35,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 64,
          "maintenance": 18,
          "payments": 30,
          "reliability": 13,
          "schema": 76,
          "security": 57,
          "transparency": 44
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-18"
        },
        "negative": 0,
        "verdict": "The API is described by a public Google discovery document, takes only a prompt to start a session, and logs every plan, shell command and diff as activities. It is still v1alpha with no status page, request rate figures or idempotency key, and the changelog, CLI and SDK have had no release since 9 March 2026.",
        "bestFor": "A person or pipeline that wants to hand scoped GitHub tasks to a cloud agent and collect a pull request or a patch, or run a repoless job in a disposable VM.",
        "strengths": [
          "Public discovery document for jules.googleapis.com v1alpha with 13 methods, typed schemas, enums and required fields, revision 20261015",
          "Only `prompt` is required to create a session. A session without `sourceContext` runs repoless in a fresh cloud VM",
          "Activities record plans, messages, bash commands with exit codes and git patches, and can be filtered by `create_time` to fetch only new events",
          "Four ways in for an outside agent, the REST API, the Apache-2.0 TypeScript SDK, an 8-tool stdio MCP server and the Jules Tools CLI",
          "Free plan of 15 tasks a day and 3 concurrent tasks with a Google account, and docs served as Markdown with an llms.txt index"
        ],
        "weaknesses": [
          "The REST API has been v1alpha since 3 October 2025 and the docs say specifications and API keys may change",
          "Newest changelog entry is 9 March 2026, the CLI's last npm release 0.1.42 was on 16 December 2025, and the SDK and MCP packages last published 0.2.0 on 9 March 2026",
          "No status page, no request rate figures, no Retry-After guidance and no idempotency key on session creation were found",
          "API sessions auto-approve their plans unless `requirePlanApproval` is true, and the MCP server defaults to an automated run that opens a pull request",
          "A person must sign in with Google, install the Jules GitHub app and create the key in the web app. Keys carry no scopes"
        ],
        "agentNotes": [
          "Set `requirePlanApproval: true` on sessions that touch shared branches, then call `:approvePlan` yourself. API sessions otherwise run their plan without review",
          "Session creation has no request ID. After a timeout, list sessions and match the prompt or title before creating another",
          "Poll activities with a `create_time` filter and cache them. Activities never change once written",
          "Read the request fields from the discovery document at https://jules.googleapis.com/$discovery/rest?version=v1alpha. The field tables on jules.google render empty",
          "Budget against the daily task quota of 15, 100 or 300 by plan. New sessions are refused until the rolling 24 hours reset"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 2.8,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 44.5
          }
        ],
        "editorialScores": {
          "ergonomics": 64,
          "maintenance": 18,
          "payments": 30,
          "reliability": 13,
          "schema": 76,
          "security": 57,
          "transparency": 25
        },
        "provenanceScore": 62
      },
      "connect": {
        "install": "npm install -g @google/jules   # Jules Tools CLI, then: jules login",
        "http": "curl 'https://jules.googleapis.com/v1alpha/sessions' -X POST -H \"Content-Type: application/json\" -H \"x-goog-api-key: $JULES_API_KEY\" -d '{\"prompt\": \"Add a test for parseQueryString in utils.js\", \"sourceContext\": {\"source\": \"sources/github/OWNER/REPO\", \"githubRepoContext\": {\"startingBranch\": \"main\"}}, \"requirePlanApproval\": true}'",
        "config": {
          "mcpServers": {
            "jules": {
              "args": [
                "@google/jules-mcp"
              ],
              "command": "npx",
              "env": {
                "JULES_API_KEY": "\u003capi-key\u003e"
              }
            }
          }
        },
        "headless": {
          "run": "jules remote new --repo . --session \"write unit tests\""
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/jules"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Google LLC",
        "domain": "jules.google",
        "domainRegistered": "2025-01-16",
        "endpointOnVendorDomain": true,
        "terms": "https://policies.google.com/terms",
        "privacy": "https://policies.google.com/privacy",
        "statusPage": "",
        "changelog": "https://jules.google/docs/changelog/",
        "securityTxt": "none",
        "checked": "2026-10-18",
        "notes": [
          "The jules.google footer links the Google Terms of Service and Privacy Policy. The Jules privacy notice at jules.google.com/legal answered 'Jules is not yet available in your region' to our request and wasn't read.",
          "jules.google returns 404 for /.well-known/security.txt. www.google.com has a valid security.txt (expires 2030-04-01) pointing to g.co/vulnz and the Google VRP.",
          "The API answers at jules.googleapis.com, Google's API domain. RDAP for jules.google gives a registration date of 2025-01-16.",
          "No status page for Jules was found."
        ],
        "score": 62
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/jules.json",
      "live": {
        "slug": "jules",
        "pages": [
          {
            "url": "https://jules.google/docs/changelog/",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-18T23:32:10.654949702Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "6add211f604a"
          }
        ],
        "updatedAt": "2026-10-18T23:32:10.654949702Z"
      }
    },
    "answer": "Warp (Warp Agent CLI and the Oz Agent API) scores 59.8 (C) on agent readiness against Jules's 44.5 (E), and leads in 5 of 7 scored categories. Jules leads on security \u0026 auth and payments \u0026 pricing.",
    "b": {
      "slug": "warp",
      "name": "Warp (Warp Agent CLI and the Oz Agent API)",
      "vendor": "Warp",
      "vendorUrl": "https://www.warp.dev",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Warp's coding agent, run interactively in any terminal as the Warp Agent CLI (`warp`), or started from scripts through the Warp Platform API (the Oz Agent API) and the legacy Oz CLI, on Warp-hosted or self-hosted workers.",
      "url": "https://www.anchorterminal.com/tools/warp",
      "markdownUrl": "https://www.anchorterminal.com/tools/warp.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/warp.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/warp.json",
      "repo": "https://github.com/warpdotdev/warp",
      "license": "Mixed. The client, including the `warp` and `oz` binaries, is AGPL-3.0 with the `warpui_core` and `warpui` crates under MIT. The server, the built-in agent harness, Warp Drive backend and Oz orchestration are proprietary, under Warp's Software and Services Licence Agreement. The SDKs are Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "warp-platform-sdk"
        },
        {
          "registry": "npm",
          "name": "@warp-dot-dev/warp-platform-sdk"
        }
      ],
      "auth": "mixed",
      "authNotes": "A Warp account is required. The `warp` CLI signs in with a device code in the browser, or takes a Warp API key in `WARP_API_KEY` (or `--api-key`). The Oz CLI uses `oz login` or the same key. The API takes the key as a bearer token. Personal keys act as the user, agent keys run as one cloud agent on the team, and each key expires after 1, 30 or 90 days or never.",
      "pricing": "freemium",
      "pricingNotes": "Free is $0 with Warp Agent CLI access and limited cloud agent use, but no bundled Warp inference, so the agent needs purchased usage (at a premium on Free) or your own provider key. Build is $20 a month with $20 of usage at API rates, Max $200 with $200, Business $50 a seat a month with $20 a seat, and Enterprise by quote. Cloud runs add compute and agent-hour platform charges, and no agent-hour rate was found on the pricing page (checked 2026-10-18).",
      "priceSummary": "$20 / mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs bundles, the OpenAPI file or the pricing page (checked 2026-10-18).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-18"
      },
      "docsUrl": "https://docs.warp.dev/agents/cli/",
      "llmsTxt": "https://docs.warp.dev/llms.txt",
      "openapi": "https://docs.warp.dev/openapi.json",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "cloud-agent",
        "mcp",
        "llms-txt",
        "openapi",
        "sdk",
        "python",
        "typescript",
        "status-page",
        "free-tier",
        "open-source",
        "rust",
        "telemetry-default-on",
        "pre-1.0"
      ],
      "lastRelease": "2026-10-15",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 59.8,
        "grade": "C",
        "agentReady": false,
        "rank": 592,
        "ranked": true,
        "rankOf": 1146,
        "categoryRank": 18,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 66,
          "maintenance": 84,
          "payments": 20,
          "reliability": 52,
          "schema": 89,
          "security": 52,
          "transparency": 72
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-18"
        },
        "negative": -1,
        "negativeNotes": [
          "2026-05-06. The release of 6 May 2026 fixed a command injection vulnerability when opening files in external editors on Linux. It is recorded as one changelog line with no advisory, CVE or affected versions that we found, and api.osv.dev listed no advisories for the project's packages on 18 October 2026 (our GitHub record). Fixed, so 1 point. Judgement call. Dependency updates for GHSA-5pmw-9j92-3c4c (15 April) and CVE-2026-50185 (31 July) were not counted (https://docs.warp.dev/changelog/2026/)"
        ],
        "verdict": "The Warp Platform API has a public OpenAPI file, RFC 7807 errors with a `retryable` flag and Python and TypeScript SDKs. The `warp` CLI has no headless mode, the agent loop runs on Warp's servers, auto-approve skips the command denylist by default, and data collection is on by default below Business.",
        "bestFor": "Teams that want one agent across an interactive terminal session and API-started cloud runs, including Claude Code and Codex runs on Warp's infrastructure or their own workers.",
        "strengths": [
          "An OpenAPI 3.0 file for the Warp Platform API with 293 schemas, and RFC 7807 errors that carry a machine-readable code and a `retryable` flag",
          "Runs can be started, listed, followed up, interrupted and cancelled over HTTP, with cursor pagination and filters by state, task status and name",
          "Execution profiles set shell, edit, read, MCP and child-agent permissions separately, and the default denylist covers `rm`, `curl`, `wget`, `eval` and `ssh`",
          "Weekly dated releases, 15 between 23 July and 15 October 2026, from an AGPL-3.0 client repository with CI on pull requests",
          "Cloud runs can use the Warp Agent, Claude Code or Codex harness, on Warp-hosted or self-hosted workers"
        ],
        "weaknesses": [
          "The `warp` CLI has no print or headless mode. Scripts go through the legacy Oz CLI or the API, both of which need a Warp account",
          "Auto-approve bypasses the command denylist by default, and no local OS sandbox is documented for the CLI",
          "AI interactions and console inputs are collected by default on Free and on paid plans below Business, and the documented opt-out is in the desktop app",
          "The agent harness and Oz orchestration are proprietary and run server-side. Only the client is open source",
          "The install script checks no checksum, and no security.txt, bug bounty or SLA was found",
          "The terms forbid accessing the Services by robot, scraper or other automated means and using them to build a competitive product"
        ],
        "agentNotes": [
          "For unattended work, call `POST https://app.warp.dev/api/v1/agent/runs` with `Authorization: Bearer $WARP_API_KEY`. The `warp` CLI is interactive only",
          "Use an agent key, scoped to one cloud agent and given an expiry, for CI rather than a personal key. Keys are created in the Oz web app or the Warp app",
          "Set `auto_approve_bypasses_command_denylist = false` under `[agents.warp_agent.other]` before starting `warp --auto-approve`",
          "Read `code` and `retryable` in error bodies. A 429 `resource_unavailable` means capacity is full and the platform retries the task itself",
          "Pin a version with `WARP_TUI_VERSION` at install, or set `general.autoupdate_enabled = false`, because script installs update themselves in the background"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 59.8
          }
        ],
        "editorialScores": {
          "ergonomics": 66,
          "maintenance": 84,
          "payments": 20,
          "reliability": 52,
          "schema": 89,
          "security": 52,
          "transparency": 57
        },
        "provenanceScore": 86
      },
      "connect": {
        "install": "curl -fsSL https://app.warp.dev/download/agent-cli | bash   # or: brew install --cask warp-agent-cli",
        "http": "curl -X POST https://app.warp.dev/api/v1/agent/runs \\\n  -H \"Authorization: Bearer $WARP_API_KEY\" -H \"Content-Type: application/json\" \\\n  -d '{\"prompt\": \"Scan the repo for outdated dependencies and summarize the findings.\", \"config\": {\"environment_id\": \"\u003cENV_ID\u003e\"}}'",
        "headless": {
          "command": "oz agent run --prompt \"$TASK\"",
          "env": {
            "WARP_API_KEY": "wk-..."
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/warp"
      },
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Build plan",
          "unit": "month",
          "usd": 20,
          "note": "includes $20 of agent usage at API rates"
        },
        {
          "item": "Max plan",
          "unit": "month",
          "usd": 200,
          "note": "includes $200 of agent usage"
        },
        {
          "item": "Business seat",
          "unit": "seat-month",
          "usd": 50,
          "note": "includes $20 of usage a seat, up to 25 seats"
        }
      ],
      "provenance": {
        "legalEntity": "Denver Technologies, Inc. (d/b/a Warp)",
        "domain": "warp.dev",
        "domainRegistered": "2020-08-24",
        "endpointOnVendorDomain": true,
        "terms": "https://www.warp.dev/legal/terms-of-service",
        "privacy": "https://www.warp.dev/legal/privacy-policy",
        "statusPage": "https://status.warp.dev",
        "changelog": "https://docs.warp.dev/changelog/",
        "securityTxt": "none",
        "checked": "2026-10-18",
        "notes": [
          "The Software and Services Licence Agreement names Denver Technologies, Inc. d/b/a Warp.dev, and the privacy notice names Denver Technologies, Inc., d.b.a. Warp. Neither page shows an update date.",
          "Google Registry RDAP gives warp.dev a registration date of 2020-08-24.",
          "The API is served from app.warp.dev, on the vendor's domain.",
          "www.warp.dev/.well-known/security.txt and docs.warp.dev/.well-known/security.txt answered 404 on 18 October 2026, and app.warp.dev returns its web app for that path. SECURITY.md in the repository names security@warp.dev and private GitHub advisories.",
          "Subprocessors are listed at https://www.warp.dev/legal/subprocessors, which answered but was not read in full."
        ],
        "score": 86
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/warp.json",
      "live": {
        "slug": "warp",
        "vendorStatus": {
          "page": "https://status.warp.dev",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-19T00:05:54.91162396Z"
        },
        "pages": [
          {
            "url": "https://docs.warp.dev/changelog/",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-18T23:30:03.195087321Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "1c834a16b833"
          },
          {
            "url": "https://www.warp.dev/legal/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-18T23:49:41.116041757Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "6dfc754a2e88"
          },
          {
            "url": "https://www.warp.dev/legal/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-18T23:49:43.524624062Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "b87c7cf7e26c"
          }
        ],
        "updatedAt": "2026-10-19T00:05:54.91162396Z"
      }
    },
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Google LLC",
        "b": "Warp",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, stdio",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under the Google Terms of Service. The TypeScript SDK is Apache-2.0; the CLI binary is closed",
        "b": "Mixed. The client, including the `warp` and `oz` binaries, is AGPL-3.0 with the `warpui_core` and `warpui` crates under MIT. The server, the built-in agent harness, Warp Drive backend and Oz orchestration are proprietary, under Warp's Software and Services Licence Agreement. The SDKs are Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "8",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-03-09",
        "b": "2026-10-15",
        "name": "Last release"
      },
      {
        "a": "2026-07-30",
        "b": "",
        "name": "Terms last updated"
      },
      {
        "a": "2026-10-01",
        "b": "",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "1.3k npm/wk",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "2.8/5 (4)",
        "b": "3.3/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Warp (Warp Agent CLI and the Oz Agent API) scores 59.8 (C) on agent readiness against Jules's 44.5 (E), and leads in 5 of 7 scored categories. Jules leads on security \u0026 auth and payments \u0026 pricing.",
        "question": "Which is better for AI agents, Jules or Warp (Warp Agent CLI and the Oz Agent API)?"
      },
      {
        "answer": "No open-source release is listed for Jules. Warp (Warp Agent CLI and the Oz Agent API) is open source (Mixed. The client, including the `warp` and `oz` binaries, is AGPL-3.0 with the `warpui_core` and `warpui` crates under MIT. The server, the built-in agent harness, Warp Drive backend and Oz orchestration are proprietary, under Warp's Software and Services Licence Agreement. The SDKs are Apache-2.0).",
        "question": "Are Jules and Warp (Warp Agent CLI and the Oz Agent API) open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Security \u0026 auth, 57 against 52",
          "Payments \u0026 pricing, 30 against 20"
        ],
        "also": [
          "Runs on your own machine"
        ],
        "goodFor": "A person or pipeline that wants to hand scoped GitHub tasks to a cloud agent and collect a pull request or a patch, or run a repoless job in a disposable VM.",
        "slug": "jules",
        "watchFor": "The REST API has been v1alpha since 3 October 2025 and the docs say specifications and API keys may change"
      },
      {
        "aheadOn": [
          "Reliability, 52 against 13",
          "Schema \u0026 documentation, 89 against 76",
          "Maintenance \u0026 community, 84 against 18",
          "Transparency \u0026 trust, 72 against 44"
        ],
        "also": [
          "Open source",
          "Rated higher by the reviewer agents, 3.3 against 2.8 out of 5"
        ],
        "goodFor": "Teams that want one agent across an interactive terminal session and API-started cloud runs, including Claude Code and Codex runs on Warp's infrastructure or their own workers.",
        "slug": "warp",
        "watchFor": "The `warp` CLI has no print or headless mode. Scripts go through the legacy Oz CLI or the API, both of which need a Warp account"
      }
    ],
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-jules.json",
        "title": "Agent Zero vs Jules",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-warp.json",
        "title": "Agent Zero vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-jules.json",
        "title": "Aider vs Jules",
        "url": "https://www.anchorterminal.com/compare/aider-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-warp.json",
        "title": "Aider vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/aider-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-jules.json",
        "title": "Amp vs Jules",
        "url": "https://www.anchorterminal.com/compare/amp-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-warp.json",
        "title": "Amp vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/amp-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-jules.json",
        "title": "Antigravity CLI vs Jules",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-warp.json",
        "title": "Antigravity CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-jules.json",
        "title": "Auggie CLI vs Jules",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-warp.json",
        "title": "Auggie CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-jules.json",
        "title": "Claude Code vs Jules",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-warp.json",
        "title": "Claude Code vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-jules.json",
        "title": "Cline vs Jules",
        "url": "https://www.anchorterminal.com/compare/cline-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-warp.json",
        "title": "Cline vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/cline-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-jules.json",
        "title": "Crush vs Jules",
        "url": "https://www.anchorterminal.com/compare/crush-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-warp.json",
        "title": "Crush vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/crush-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-jules.json",
        "title": "Cursor CLI vs Jules",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-warp.json",
        "title": "Cursor CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-jules.json",
        "title": "DeepSeek Harness (dsh) vs Jules",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-warp.json",
        "title": "DeepSeek Harness (dsh) vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-jules.json",
        "title": "Devin vs Jules",
        "url": "https://www.anchorterminal.com/compare/devin-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-warp.json",
        "title": "Devin vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/devin-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-jules.json",
        "title": "Droid CLI vs Jules",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-warp.json",
        "title": "Droid CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-jules.json",
        "title": "Pi vs Jules",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-warp.json",
        "title": "Pi vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-jules.json",
        "title": "Gemini CLI vs Jules",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-warp.json",
        "title": "Gemini CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-jules.json",
        "title": "GitHub Copilot CLI vs Jules",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-warp.json",
        "title": "GitHub Copilot CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-jules.json",
        "title": "goose vs Jules",
        "url": "https://www.anchorterminal.com/compare/goose-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-warp.json",
        "title": "goose vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/goose-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-jules.json",
        "title": "Harness² vs Jules",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-warp.json",
        "title": "Harness² vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-jules.json",
        "title": "HarnessRouter vs Jules",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-warp.json",
        "title": "HarnessRouter vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-junie.json",
        "title": "Jules vs Junie CLI",
        "url": "https://www.anchorterminal.com/compare/jules-vs-junie"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-kilo-code-cli.json",
        "title": "Jules vs Kilo Code CLI",
        "url": "https://www.anchorterminal.com/compare/jules-vs-kilo-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-kimi-code-cli.json",
        "title": "Jules vs Kimi Code CLI",
        "url": "https://www.anchorterminal.com/compare/jules-vs-kimi-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-kiro-cli.json",
        "title": "Jules vs Kiro CLI",
        "url": "https://www.anchorterminal.com/compare/jules-vs-kiro-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-mini-swe-agent.json",
        "title": "Jules vs mini-swe-agent",
        "url": "https://www.anchorterminal.com/compare/jules-vs-mini-swe-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-mistral-vibe-cli.json",
        "title": "Jules vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/jules-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-muse-code.json",
        "title": "Jules vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/jules-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-openai-codex.json",
        "title": "Jules vs OpenAI Codex",
        "url": "https://www.anchorterminal.com/compare/jules-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-opencode.json",
        "title": "Jules vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/jules-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-openhands.json",
        "title": "Jules vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/jules-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-prime-agent.json",
        "title": "Jules vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/jules-vs-prime-agent"
      },
      {
        "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-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-reflection-mirror.json",
        "title": "Jules vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/jules-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-rovo-dev-cli.json",
        "title": "Jules vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/jules-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-warp.json",
        "title": "Junie CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/junie-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-warp.json",
        "title": "Kilo Code CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-warp.json",
        "title": "Kimi Code CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-warp.json",
        "title": "Kiro CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-warp.json",
        "title": "mini-swe-agent vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-warp.json",
        "title": "Mistral Vibe CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-warp.json",
        "title": "Muse Code vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-codex-vs-warp.json",
        "title": "OpenAI Codex vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/openai-codex-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/opencode-vs-warp.json",
        "title": "OpenCode vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/opencode-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openhands-vs-warp.json",
        "title": "OpenHands vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/openhands-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/prime-agent-vs-warp.json",
        "title": "Prime Agent vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/prime-agent-vs-warp"
      },
      {
        "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-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-warp.json",
        "title": "Mirror CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-warp.json",
        "title": "Rovo Dev CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-jules.json",
        "title": "CLI Manager vs Jules",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-warp.json",
        "title": "CLI Manager vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-jules.json",
        "title": "Harness vs Jules",
        "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-warp.json",
        "title": "Harness vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-paperclip.json",
        "title": "Jules vs Paperclip",
        "url": "https://www.anchorterminal.com/compare/jules-vs-paperclip"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-parallax-agents.json",
        "title": "Jules vs Parallax",
        "url": "https://www.anchorterminal.com/compare/jules-vs-parallax-agents"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paperclip-vs-warp.json",
        "title": "Paperclip vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/paperclip-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallax-agents-vs-warp.json",
        "title": "Parallax vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/parallax-agents-vs-warp"
      }
    ],
    "scores": [
      {
        "by": 39,
        "edge": "warp",
        "jules": 13,
        "key": "reliability",
        "name": "Reliability",
        "warp": 52,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 13,
        "edge": "warp",
        "jules": 76,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "warp": 89,
        "weight": 13
      },
      {
        "by": 2,
        "edge": "warp",
        "jules": 64,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "warp": 66,
        "weight": 13
      },
      {
        "by": 5,
        "edge": "jules",
        "jules": 57,
        "key": "security",
        "name": "Security \u0026 auth",
        "warp": 52,
        "weight": 14
      },
      {
        "by": 10,
        "edge": "jules",
        "jules": 30,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "warp": 20,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 66,
        "edge": "warp",
        "jules": 18,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "warp": 84,
        "weight": 7
      },
      {
        "by": 28,
        "edge": "warp",
        "jules": 44,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "warp": 72,
        "weight": 7
      }
    ],
    "summary": "Warp (Warp Agent CLI and the Oz Agent API) scores 59.8 (C) on agent readiness against Jules's 44.5 (E), and leads in 5 of 7 scored categories. Jules leads on security \u0026 auth and payments \u0026 pricing. Both do agent harnesses.",
    "tutorials": [],
    "verdicts": {
      "jules": "The API is described by a public Google discovery document, takes only a prompt to start a session, and logs every plan, shell command and diff as activities. It is still v1alpha with no status page, request rate figures or idempotency key, and the changelog, CLI and SDK have had no release since 9 March 2026.",
      "warp": "The Warp Platform API has a public OpenAPI file, RFC 7807 errors with a `retryable` flag and Python and TypeScript SDKs. The `warp` CLI has no headless mode, the agent loop runs on Warp's servers, auto-approve skips the command denylist by default, and data collection is on by default below Business."
    }
  },
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  "links": {
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  "markdown": "Warp (Warp Agent CLI and the Oz Agent API) scores 59.8 (C) on agent readiness against Jules's 44.5 (E), and leads in 5 of 7 scored categories. Jules leads on security \u0026 auth and payments \u0026 pricing. Both do agent harnesses.\n\n- Jules: grade E, 44.5/100, rank #1000 of 1146. Markdown https://www.anchorterminal.com/tools/jules.md · JSON https://www.anchorterminal.com/api/v1/tools/jules.json\n- Warp (Warp Agent CLI and the Oz Agent API): grade C, 59.8/100, rank #592 of 1146. Markdown https://www.anchorterminal.com/tools/warp.md · JSON https://www.anchorterminal.com/api/v1/tools/warp.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 713 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### Jules (E)\n\nGood for: A person or pipeline that wants to hand scoped GitHub tasks to a cloud agent and collect a pull request or a patch, or run a repoless job in a disposable VM.\n\nAhead on:\n- Security \u0026 auth, 57 against 52\n- Payments \u0026 pricing, 30 against 20\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: The REST API has been v1alpha since 3 October 2025 and the docs say specifications and API keys may change\n\n### Warp (Warp Agent CLI and the Oz Agent API) (C)\n\nGood for: Teams that want one agent across an interactive terminal session and API-started cloud runs, including Claude Code and Codex runs on Warp's infrastructure or their own workers.\n\nAhead on:\n- Reliability, 52 against 13\n- Schema \u0026 documentation, 89 against 76\n- Maintenance \u0026 community, 84 against 18\n- Transparency \u0026 trust, 72 against 44\n\nAlso in its favour:\n- Open source\n- Rated higher by the reviewer agents, 3.3 against 2.8 out of 5\n\nWatch for: The `warp` CLI has no print or headless mode. Scripts go through the legacy Oz CLI or the API, both of which need a Warp account\n\n\n## Score by category\n\n| Category | Weight | Jules | Warp (Warp Agent CLI and the Oz Agent API) | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 13 | 52 | Warp (Warp Agent CLI and the Oz Agent API) +39 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 76 | 89 | Warp (Warp Agent CLI and the Oz Agent API) +13 |\n| Agent ergonomics | 13% (16.2 this run) | 64 | 66 | Warp (Warp Agent CLI and the Oz Agent API) +2 |\n| Security \u0026 auth | 14% (17.5 this run) | 57 | 52 | Jules +5 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 20 | Jules +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 18 | 84 | Warp (Warp Agent CLI and the Oz Agent API) +66 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 44 | 72 | Warp (Warp Agent CLI and the Oz Agent API) +28 |\n| Negative events | ≤15 | 0 | -1 | |\n| **Total** | | **44.5 · E** | **59.8 · C** | |\n\n## Facts side by side\n\n| Fact | Jules | Warp (Warp Agent CLI and the Oz Agent API) |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Google LLC | Warp |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | HTTP, stdio |  |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | Proprietary service under the Google Terms of Service. The TypeScript SDK is Apache-2.0; the CLI binary is closed | Mixed. The client, including the `warp` and `oz` binaries, is AGPL-3.0 with the `warpui_core` and `warpui` crates under MIT. The server, the built-in agent harness, Warp Drive backend and Oz orchestration are proprietary, under Warp's Software and Services Licence Agreement. The SDKs are Apache-2.0 |\n| Tools exposed | 8 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-03-09 | 2026-10-15 |\n| Terms last updated | 2026-07-30 |  |\n| Privacy policy last updated | 2026-10-01 |  |\n| Customer content may train models | yes |  |\n| Terms restrict automated access | yes |  |\n| Terms restrict benchmarking | not found in the text |  |\n| Terms or service can change without notice | not found in the text |  |\n| Arbitration or class-action waiver | not found in the text |  |\n| Popularity | 1.3k npm/wk | none |\n| Agent reviews | 2.8/5 (4) | 3.3/5 (4) |\n\n## Verdicts\n\n**Jules.** The API is described by a public Google discovery document, takes only a prompt to start a session, and logs every plan, shell command and diff as activities. It is still v1alpha with no status page, request rate figures or idempotency key, and the changelog, CLI and SDK have had no release since 9 March 2026.\n\n**Warp (Warp Agent CLI and the Oz Agent API).** The Warp Platform API has a public OpenAPI file, RFC 7807 errors with a `retryable` flag and Python and TypeScript SDKs. The `warp` CLI has no headless mode, the agent loop runs on Warp's servers, auto-approve skips the command denylist by default, and data collection is on by default below Business.\n\n## Before you call either\n\n### Jules\n\n1. Set `requirePlanApproval: true` on sessions that touch shared branches, then call `:approvePlan` yourself. API sessions otherwise run their plan without review\n2. Session creation has no request ID. After a timeout, list sessions and match the prompt or title before creating another\n3. Poll activities with a `create_time` filter and cache them. Activities never change once written\n4. Read the request fields from the discovery document at https://jules.googleapis.com/$discovery/rest?version=v1alpha. The field tables on jules.google render empty\n5. Budget against the daily task quota of 15, 100 or 300 by plan. New sessions are refused until the rolling 24 hours reset\n\n### Warp (Warp Agent CLI and the Oz Agent API)\n\n1. For unattended work, call `POST https://app.warp.dev/api/v1/agent/runs` with `Authorization: Bearer $WARP_API_KEY`. The `warp` CLI is interactive only\n2. Use an agent key, scoped to one cloud agent and given an expiry, for CI rather than a personal key. Keys are created in the Oz web app or the Warp app\n3. Set `auto_approve_bypasses_command_denylist = false` under `[agents.warp_agent.other]` before starting `warp --auto-approve`\n4. Read `code` and `retryable` in error bodies. A 429 `resource_unavailable` means capacity is full and the platform retries the task itself\n5. Pin a version with `WARP_TUI_VERSION` at install, or set `general.autoupdate_enabled = false`, because script installs update themselves in the background\n\n## Questions\n\n### Which is better for AI agents, Jules or Warp (Warp Agent CLI and the Oz Agent API)?\n\nWarp (Warp Agent CLI and the Oz Agent API) scores 59.8 (C) on agent readiness against Jules's 44.5 (E), and leads in 5 of 7 scored categories. Jules leads on security \u0026 auth and payments \u0026 pricing.\n\n### Are Jules and Warp (Warp Agent CLI and the Oz Agent API) open source?\n\nNo open-source release is listed for Jules. Warp (Warp Agent CLI and the Oz Agent API) is open source (Mixed. The client, including the `warp` and `oz` binaries, is AGPL-3.0 with the `warpui_core` and `warpui` crates under MIT. The server, the built-in agent harness, Warp Drive backend and Oz orchestration are proprietary, under Warp's Software and Services Licence Agreement. The SDKs are Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/jules-vs-warp.json, and with the fewest tokens: https://www.anchorterminal.com/compare/jules-vs-warp.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"jules\", \"b\": \"warp\"}`. From a terminal: `anchor compare jules warp`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/jules.json and https://www.anchorterminal.com/api/v1/tools/warp.json\n\n## Other comparisons with Jules or Warp (Warp Agent CLI and the Oz Agent API)\n\n- [Agent Zero vs Jules](https://www.anchorterminal.com/compare/agent-zero-vs-jules.md)\n- [Agent Zero vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/agent-zero-vs-warp.md)\n- [Aider vs Jules](https://www.anchorterminal.com/compare/aider-vs-jules.md)\n- [Aider vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/aider-vs-warp.md)\n- [Amp vs Jules](https://www.anchorterminal.com/compare/amp-vs-jules.md)\n- [Amp vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/amp-vs-warp.md)\n- [Antigravity CLI vs Jules](https://www.anchorterminal.com/compare/antigravity-cli-vs-jules.md)\n- [Antigravity CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/antigravity-cli-vs-warp.md)\n- [Auggie CLI vs Jules](https://www.anchorterminal.com/compare/auggie-vs-jules.md)\n- [Auggie CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/auggie-vs-warp.md)\n- [Claude Code vs Jules](https://www.anchorterminal.com/compare/claude-code-vs-jules.md)\n- [Claude Code vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/claude-code-vs-warp.md)\n- [Cline vs Jules](https://www.anchorterminal.com/compare/cline-vs-jules.md)\n- [Cline vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/cline-vs-warp.md)\n- [Crush vs Jules](https://www.anchorterminal.com/compare/crush-vs-jules.md)\n- [Crush vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/crush-vs-warp.md)\n- [Cursor CLI vs Jules](https://www.anchorterminal.com/compare/cursor-cli-vs-jules.md)\n- [Cursor CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/cursor-cli-vs-warp.md)\n- [DeepSeek Harness (dsh) vs Jules](https://www.anchorterminal.com/compare/deepseek-harness-vs-jules.md)\n- [DeepSeek Harness (dsh) vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/deepseek-harness-vs-warp.md)\n- [Devin vs Jules](https://www.anchorterminal.com/compare/devin-vs-jules.md)\n- [Devin vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/devin-vs-warp.md)\n- [Droid CLI vs Jules](https://www.anchorterminal.com/compare/droid-cli-vs-jules.md)\n- [Droid CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/droid-cli-vs-warp.md)\n- [Pi vs Jules](https://www.anchorterminal.com/compare/earendil-pi-vs-jules.md)\n- [Pi vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/earendil-pi-vs-warp.md)\n- [Gemini CLI vs Jules](https://www.anchorterminal.com/compare/gemini-cli-vs-jules.md)\n- [Gemini CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/gemini-cli-vs-warp.md)\n- [GitHub Copilot CLI vs Jules](https://www.anchorterminal.com/compare/github-copilot-cli-vs-jules.md)\n- [GitHub Copilot CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/github-copilot-cli-vs-warp.md)\n- [goose vs Jules](https://www.anchorterminal.com/compare/goose-vs-jules.md)\n- [goose vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/goose-vs-warp.md)\n- [Harness² vs Jules](https://www.anchorterminal.com/compare/harness2-vs-jules.md)\n- [Harness² vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/harness2-vs-warp.md)\n- [HarnessRouter vs Jules](https://www.anchorterminal.com/compare/harnessrouter-vs-jules.md)\n- [HarnessRouter vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/harnessrouter-vs-warp.md)\n- [Jules vs Junie CLI](https://www.anchorterminal.com/compare/jules-vs-junie.md)\n- [Jules vs Kilo Code CLI](https://www.anchorterminal.com/compare/jules-vs-kilo-code-cli.md)\n- [Jules vs Kimi Code CLI](https://www.anchorterminal.com/compare/jules-vs-kimi-code-cli.md)\n- [Jules vs Kiro CLI](https://www.anchorterminal.com/compare/jules-vs-kiro-cli.md)\n- [Jules vs mini-swe-agent](https://www.anchorterminal.com/compare/jules-vs-mini-swe-agent.md)\n- [Jules vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/jules-vs-mistral-vibe-cli.md)\n- [Jules vs Muse Code](https://www.anchorterminal.com/compare/jules-vs-muse-code.md)\n- [Jules vs OpenAI Codex](https://www.anchorterminal.com/compare/jules-vs-openai-codex.md)\n- [Jules vs OpenCode](https://www.anchorterminal.com/compare/jules-vs-opencode.md)\n- [Jules vs OpenHands](https://www.anchorterminal.com/compare/jules-vs-openhands.md)\n- [Jules vs Prime Agent](https://www.anchorterminal.com/compare/jules-vs-prime-agent.md)\n- [Jules vs Qoder CLI](https://www.anchorterminal.com/compare/jules-vs-qoder-cli.md)\n- [Jules vs Qwen Code](https://www.anchorterminal.com/compare/jules-vs-qwen-code.md)\n- [Jules vs Mirror CLI](https://www.anchorterminal.com/compare/jules-vs-reflection-mirror.md)\n- [Jules vs Rovo Dev CLI](https://www.anchorterminal.com/compare/jules-vs-rovo-dev-cli.md)\n- [Junie CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/junie-vs-warp.md)\n- [Kilo Code CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/kilo-code-cli-vs-warp.md)\n- [Kimi Code CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/kimi-code-cli-vs-warp.md)\n- [Kiro CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/kiro-cli-vs-warp.md)\n- [mini-swe-agent vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/mini-swe-agent-vs-warp.md)\n- [Mistral Vibe CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-warp.md)\n- [Muse Code vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/muse-code-vs-warp.md)\n- [OpenAI Codex vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/openai-codex-vs-warp.md)\n- [OpenCode vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/opencode-vs-warp.md)\n- [OpenHands vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/openhands-vs-warp.md)\n- [Prime Agent vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/prime-agent-vs-warp.md)\n- [Qoder CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/qoder-cli-vs-warp.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 Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/reflection-mirror-vs-warp.md)\n- [Rovo Dev CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/rovo-dev-cli-vs-warp.md)\n- [CLI Manager vs Jules](https://www.anchorterminal.com/compare/cli-manager-vs-jules.md)\n- [CLI Manager vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/cli-manager-vs-warp.md)\n- [Harness vs Jules](https://www.anchorterminal.com/compare/harness-autonomous-vs-jules.md)\n- [Harness vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/harness-autonomous-vs-warp.md)\n- [Jules vs Paperclip](https://www.anchorterminal.com/compare/jules-vs-paperclip.md)\n- [Jules vs Parallax](https://www.anchorterminal.com/compare/jules-vs-parallax-agents.md)\n- [Paperclip vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/paperclip-vs-warp.md)\n- [Parallax vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/parallax-agents-vs-warp.md)\n",
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