{
  "data": {
    "a": {
      "slug": "devin",
      "name": "Devin",
      "vendor": "Cognition AI, Inc.",
      "vendorUrl": "https://devin.ai",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Devin is Cognition's hosted coding agent. It works in its own cloud virtual machine to plan, edit code, run commands and open pull requests. Outside agents start and steer sessions through a REST API and a remote MCP server.",
      "url": "https://www.anchorterminal.com/tools/devin",
      "markdownUrl": "https://www.anchorterminal.com/tools/devin.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/devin.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/devin.json",
      "dns": "devin.grade.anchorterminal.com",
      "license": "Proprietary service under Cognition's Platform Terms of Service",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://mcp.devin.ai/mcp",
      "packages": [],
      "auth": "api-key",
      "authNotes": "A Bearer token with the `cog_` prefix on every request to https://api.devin.ai/v3. Service-user keys are provisioned by a person in Settings \u003e Devin API, shown once, and carry a role (Admin or Member on Teams, custom roles on Enterprise). Personal access tokens act as the user who made them and can expire. Legacy `apk_` keys work only with the deprecated v1 and v2 APIs. The MCP server takes the same keys, and enterprise keys and personal tokens add an `X-Org-Id` header. Access is self-serve, with no app review or sales approval for Teams.",
      "pricing": "freemium",
      "pricingNotes": "Free $0, Pro $20 a month, Max $200 a month, Teams $80 a month minimum with full seats at $40 each, Enterprise by quote (devin.ai/pricing, checked 2026-10-08). Paid plans include a daily or weekly usage quota, then prepaid on-demand credits described as usage at API pricing, with no unit rate on the page. The pricing page lists cloud agents from Pro upward, while the docs say Free includes limited Devin usage. Whether the API works on Free, and whether signup needs a card, wasn't established.",
      "priceSummary": "$20 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs index, the v3 OpenAPI spec or the pricing page (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": 13,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.devin.ai",
      "llmsTxt": "https://docs.devin.ai/llms.txt",
      "openapi": "https://docs.devin.ai/v3-openapi.yaml",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "hosted",
        "cloud-agent",
        "closed-source",
        "api-key",
        "rbac",
        "openapi",
        "llms-txt",
        "mcp",
        "status-page",
        "soc2",
        "freemium"
      ],
      "lastRelease": "2026-11-02",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 57.3,
        "grade": "C",
        "agentReady": false,
        "rank": 797,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 26,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 62,
          "maintenance": 63,
          "payments": 20,
          "reliability": 35,
          "schema": 80,
          "security": 72,
          "transparency": 75
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-04"
        },
        "negative": 0,
        "verdict": "The v3 API is well specified, with a public OpenAPI 3.1 file covering 274 operations, problem+json errors, cursor pagination and service-user keys tied to roles. The status page records two outages on 13 August and a two-hour web app outage on 24 September 2026, and no rate limit figures or retry guidance were found in the reviewed documentation.",
        "bestFor": "A team that wants to hand whole tasks to a cloud agent and collect pull requests, driven from a pipeline or another agent.",
        "strengths": [
          "Public OpenAPI 3.1 spec for the v3 API with 274 operations, each declaring 401, 403, 404, 409, 422 and 429 responses",
          "Service-user keys carry a role, every endpoint except GET /v3/self names the permission it needs, and audit logs list service users separately from people",
          "Security profiles can limit a session to a network allowlist, an MCP server allowlist, read-only git and a read-only Devin MCP",
          "Remote MCP server at mcp.devin.ai/mcp with 13 documented tools for sessions, playbooks, knowledge, schedules and repository documentation",
          "Dated release notes several times a week, the newest on 2 November 2026, and a separate API release notes page"
        ],
        "weaknesses": [
          "www.devinstatus.com lists two outages on 13 August and the web app down for about two hours on 24 September 2026",
          "No rate limit figures, Retry-After or backoff guidance found in the API docs, and v3 session creation has no idempotency key",
          "Customer data may be used for model training by default on self-serve plans. The opt-out is for paid plans only, per section 3.3.1 of the platform terms",
          "A person must sign up and provision the service user in the web app. No key-creation route exists for an agent starting from nothing",
          "No official SDK for the Devin API found, and the Devin MCP server was not found in the official MCP registry"
        ],
        "agentNotes": [
          "Use a `cog_` service-user key with the Member role. Legacy `apk_` keys fail against v3 and the MCP server with 401 or 403",
          "Set `max_acu_limit` on every session you create. Usage is metered by the work done and has no published unit rate",
          "Session creation is not idempotent in v3. After a timeout, list sessions by tag before creating again",
          "Enterprise keys and personal access tokens must send `X-Org-Id` to the MCP server. Organisation-scoped keys resolve it automatically",
          "Create scheduled work as an automation. POST to the schedules endpoint returns 403 for migrated organisations since 24 September 2026"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 57.3
          }
        ],
        "editorialScores": {
          "ergonomics": 62,
          "maintenance": 63,
          "payments": 20,
          "reliability": 35,
          "schema": 80,
          "security": 72,
          "transparency": 71
        },
        "provenanceScore": 78,
        "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": {
        "http": "curl -X POST \"https://api.devin.ai/v3/organizations/$DEVIN_ORG_ID/sessions\" -H \"Authorization: Bearer $DEVIN_API_KEY\" -H \"Content-Type: application/json\" -d '{\"prompt\": \"Create a simple Python script that prints Hello World\"}'",
        "config": {
          "mcpServers": {
            "devin": {
              "headers": {
                "Authorization": "Bearer \u003cAPI_KEY\u003e",
                "X-Org-Id": "\u003cYOUR_ORG_ID\u003e"
              },
              "serverUrl": "https://mcp.devin.ai/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/devin"
      },
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 20,
          "note": "one user, daily and weekly usage quota"
        },
        {
          "item": "Max plan",
          "unit": "month",
          "usd": 200,
          "note": "one user, larger weekly quota"
        },
        {
          "item": "Teams full seat",
          "unit": "seat-month",
          "usd": 40,
          "note": "$80 a month minimum per team, flex seats free and billed from shared credits"
        }
      ],
      "provenance": {
        "legalEntity": "Cognition AI, Inc.",
        "domain": "devin.ai",
        "domainRegistered": "2022-12-06",
        "endpointOnVendorDomain": true,
        "terms": "https://cognition.com/legal/platform-terms-of-service",
        "privacy": "https://cognition.com/legal/privacy-policy",
        "statusPage": "https://www.devinstatus.com",
        "changelog": "https://docs.devin.ai/release-notes/overview",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The Platform Terms of Service (last updated 30 June 2026) name Cognition AI, Inc. and govern the Cognition Platform for customers who register and use the services. Enterprise customers sign separate Enterprise Terms of Service.",
          "The privacy policy (last updated 9 March 2026) names Cognition AI, Inc and covers Devin and Windsurf as well as cognition.com. The data processing agreement gives the address 550 Third Street, San Francisco, CA 94107.",
          "devin.ai, cognition.com and api.devin.ai all return 404 for /.well-known/security.txt. The docs give security@cognition.ai for vulnerability reports.",
          "The API answers at api.devin.ai and the MCP server at mcp.devin.ai. status.devin.ai redirects to www.devinstatus.com.",
          "RDAP for devin.ai gives a registration date of 2022-12-06."
        ],
        "score": 78
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/devin.json",
      "live": {
        "slug": "devin",
        "probe": {
          "target": "https://mcp.devin.ai/mcp",
          "method": "get",
          "lastAt": "2026-11-07T18:20:20.794941297Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 533,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 451,
          "p95ms24h": 549,
          "samples24h": 239,
          "samples30d": 7440,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 70,
              "ok": 70
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 256,
              "ok": 256
            },
            {
              "date": "2026-10-19",
              "probes": 255,
              "ok": 255
            },
            {
              "date": "2026-10-20",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-21",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-22",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-23",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-24",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-25",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-26",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-27",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-28",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-29",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-30",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-31",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-11-01",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-11-02",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-11-03",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-11-04",
              "probes": 246,
              "ok": 246
            },
            {
              "date": "2026-11-05",
              "probes": 185,
              "ok": 185
            },
            {
              "date": "2026-11-06",
              "probes": 241,
              "ok": 241
            },
            {
              "date": "2026-11-07",
              "probes": 187,
              "ok": 187
            }
          ]
        },
        "vendorStatus": {
          "page": "https://www.devinstatus.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-11-07T18:21:01.239927871Z"
        },
        "securityTxt": {
          "url": "https://devin.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:00:10.398219987Z"
        },
        "llmsTxt": {
          "url": "https://docs.devin.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:32:16.577116906Z"
        },
        "domain": {
          "domain": "devin.ai",
          "registered": "2022-12-06",
          "source": "https://rdap.identitydigital.services/rdap/domain/devin.ai",
          "checkedAt": "2026-11-01T14:10:10.140023192Z"
        },
        "pages": [
          {
            "url": "https://docs.devin.ai/api-reference/release-notes",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-11-07T14:06:05.709677515Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "293ef239e43a"
          },
          {
            "url": "https://docs.devin.ai/release-notes/overview",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-11-07T14:06:08.165305208Z",
            "changedAt": "2026-11-06T13:28:35.156155519Z",
            "fingerprint": "41fe4ac05add"
          },
          {
            "url": "https://cognition.com/legal/privacy-policy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-11-07T14:01:40.892132732Z",
            "changedAt": "2026-10-27T03:40:45.211757948Z",
            "fingerprint": "c7ff7ef6261d"
          },
          {
            "url": "https://cognition.com/legal/platform-terms-of-service",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-11-07T14:01:38.843417735Z",
            "changedAt": "2026-10-27T03:40:42.911014275Z",
            "fingerprint": "5b2f0650a5cf"
          }
        ],
        "updatedAt": "2026-11-07T18:20:20.794941297Z"
      }
    },
    "answer": "Orca and Devin score within a point of each other on agent readiness, 57.4 (C) and 57.3 (C). Devin leads on schema \u0026 documentation, security \u0026 auth and transparency \u0026 trust.",
    "b": {
      "slug": "orca",
      "name": "Orca",
      "vendor": "Lovecast Inc.",
      "vendorUrl": "https://www.onorca.dev",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Orca is an open-source app that runs Claude Code, Codex and other coding agents in parallel, each in its own worktree, in chat or terminal, on a laptop or in the cloud, with an orchestrator that splits tasks across workers.",
      "url": "https://www.anchorterminal.com/tools/orca",
      "markdownUrl": "https://www.anchorterminal.com/tools/orca.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/orca.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/orca.json",
      "dns": "orca.grade.anchorterminal.com",
      "repo": "https://github.com/stablyai/orca",
      "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://www.onorca.dev/docs",
      "capabilities": [
        "agent.harness",
        "agent.multi-agent"
      ],
      "tags": [
        "open-source",
        "mit",
        "desktop-app",
        "mobile",
        "cli",
        "telemetry",
        "new"
      ],
      "lastRelease": "2026-11-06",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 57.4,
        "grade": "C",
        "agentReady": false,
        "rank": 791,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 25,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 70,
          "maintenance": 75,
          "payments": 40,
          "reliability": 58,
          "schema": 65,
          "security": 43,
          "transparency": 54
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "low",
          "date": "2026-11-07"
        },
        "negative": 0,
        "verdict": "An open-source orchestrator for coding agents with worker agents in their own worktrees, chat and terminal views, a browser and a CLI, on desktop and mobile, with heavy test automation. It collects anonymous usage data by default, and the cloud option's pricing wasn't found.",
        "bestFor": "Developers who want an orchestrator agent to split work across parallel coding agents, on desktop or mobile.",
        "strengths": [
          "An orchestrator agent splits a task across worker agents in their own workspaces",
          "Chat UI or the raw CLI, switching without losing context",
          "Desktop and mobile apps and a CLI",
          "MIT, with extensive unit and end-to-end CI"
        ],
        "weaknesses": [
          "Anonymous usage data collected by default, with an opt-out",
          "Cloud pricing not found on the pages read",
          "No changelog file"
        ],
        "agentNotes": [
          "See the telemetry docs on onorca.dev to opt out of anonymous usage data",
          "Use the orchestration CLI to hand a large task to one agent that starts workers"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "low",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 57.4
          }
        ],
        "editorialScores": {
          "ergonomics": 70,
          "maintenance": 75,
          "payments": 40,
          "reliability": 58,
          "schema": 65,
          "security": 43,
          "transparency": 68
        },
        "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 from the releases page or Homebrew (Casks in the repository)"
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/orca"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Lovecast Inc.",
        "domain": "onorca.dev",
        "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 Lovecast Inc.. The repository is github.com/stablyai/orca."
        ],
        "score": 40
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/orca.json",
      "live": {
        "slug": "orca",
        "securityTxt": {
          "url": "https://onorca.dev/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:01:18.358018303Z"
        },
        "updatedAt": "2026-11-07T16:01:18.358018303Z"
      }
    },
    "edges": [
      {
        "by": 29,
        "category": "security",
        "leads": "devin",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "Hosted reading. Service-user keys with roles and named permissions per endpoint, revocable, with rotation endpoints in beta for Enterprise and expiring personal tokens. Custom roles are an Enterprise option, and Teams has Admin and Member only (25). Security profiles restrict network, MCP servers, git and the Devin MCP to read-only, and read-only API permissions exist. They are opt-in, and session creation accepts `bypass_approval` (16). AI Guardrails screen user messages and pull request comments for prompt injection, on Enterprise only, and they don't cover web pages or repository content Devin reads (8). Audit logs through the API need an enterprise-level permission. Session events and insights are available on all plans (10). SOC 2 Type II and ISO/IEC 27001:2022, a disclosure address at security@cognition.ai, no security.txt, and the trust centre answers No to having a bug bounty (13).",
          "b": "Harness reading. Anonymous usage data with an opt-out, per the README's link to its telemetry docs (15 of 30). Worktrees per agent and a sandboxed Linux build (12 of 20). No prompt-injection guidance (5). No audit log (5). A dependency-security workflow (6 of 20). 15 + 12 + 5 + 5 + 6 = 43."
        },
        "scores": {
          "a": 72,
          "b": 43
        }
      },
      {
        "by": 23,
        "category": "reliability",
        "leads": "orca",
        "name": "Reliability",
        "reasons": {
          "a": "Hosted reading. Status page at www.devinstatus.com (Atlassian Statuspage) with 14 components, among them Cloud Agent and Cloud Web Client, read from the page itself on 4 November 2026 (20). Its history feed for the 90 days from 6 August 2026 lists Devin unavailable on 13 August (20 minutes), Devin Cloud unavailable on 13 August (2 hours 40 minutes) and the web app down on 24 September (about 2 hours), with minor session and Ask Devin incidents on 10 and 11 August, 3 and 17 September and 26 October. Both 13 August entries report the service unavailable. The 24 September entry names only the web app, not the API or the MCP server, so it is read as partial, as dashboard outages are on other listings. Two majors (5). Two scheduled maintenance entries (7 and 17 August) are read as maintenance. 429 is a documented response, but no rate limit figures were found (0). No Retry-After or backoff guidance found, and v3 session creation has no idempotency key (0). The platform terms give no guarantee of availability, and enterprise terms weren't read (0). The v3 API is the current, recommended surface, with 27 of 274 operations under /v3beta1 (10).",
          "b": "Local software. Desktop and mobile builds and a Homebrew cask (20). Unit, end-to-end and platform test workflows; 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). Tags to v1.4.251, no changelog file (8). Version 1.4 (15). 20 + 15 + 0 + 8 + 15 = 58."
        },
        "scores": {
          "a": 35,
          "b": 58
        }
      },
      {
        "by": 21,
        "category": "transparency",
        "leads": "devin",
        "name": "Transparency \u0026 trust",
        "reasons": {
          "a": "Editorial half. Closed source with clear terms from Cognition AI, Inc. (15). Terms (30 June 2026), privacy policy, security page and data processing agreement agree with each other. Customer data may be used for model training by default on self-serve plans, with an opt-out on paid plans that also turns on zero data retention at model providers, and Enterprise data isn't trained on without written consent. Retention is stated as the length of the customer relationship, with no periods (18). The API versioning policy on the release notes page says breaking changes are announced at least 7 days in advance and a deprecated endpoint stays available through a deprecation period. Dated notices followed it for the schedules endpoints (announced 10 September, creation refused from 24 September 2026), and others cover the v2 clone endpoint and Playbooks moving to Skills (23 October). v1 and v2 are marked legacy with no end date (20). Sub-processors listed with purpose and country, and 15 days' notice of additions, per the 8 October check (18).",
          "b": "MIT (30). Privacy and telemetry docs on the site (not read) (18 of 30). No deprecation policy (5). Disclosed with an opt-out (15 of 20). 30 + 18 + 5 + 15 = 68."
        },
        "scores": {
          "a": 75,
          "b": 54
        }
      },
      {
        "by": 20,
        "category": "payments",
        "leads": "orca",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "Published rubric. No payment protocol (0). Plan prices are public, $20, $200 and $40 a seat with an $80 team minimum, but usage past the quota is billed at an unpublished rate (10). A Free plan exists. The pricing page lists cloud agents from Pro upward, and we couldn't confirm API use on Free or whether a card is needed (10). A person signs up in a browser and provisions the service user in settings (0).",
          "b": "Scored on the cloud option. No protocol (0). The cloud price wasn't found on the pages read (0). The desktop app is free and MIT with no card (20). The local app needs no sign-up that we found (20). 0 + 0 + 20 + 20 = 40."
        },
        "scores": {
          "a": 20,
          "b": 40
        }
      },
      {
        "by": 15,
        "category": "schema",
        "leads": "devin",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "API reading. Public OpenAPI 3.1 spec for v3 with 182 paths and 274 operations on 4 November 2026, and separate v1 and v2 specs (25). llms.txt with 393 lines and a Markdown twin of every page (10). Each endpoint page names its required permission, but 63 of 274 operations have no description and the MCP tool descriptions are one line each (10). Enums on fields such as `devin_mode`, `origin` and `category`, with most strings unconstrained and nullable (9). curl examples in the quick starts, and 401, 403, 404, 409, 422 and 429 declared on all 274 operations, without a catalogue of `error_code` values (11). Versioned paths (v1, v2, v3, v3beta1) and an API release notes page dated by month, newest November 2026 (15).",
          "b": "Harness reading. A docs site with CLI orchestration and native chat pages (65)."
        },
        "scores": {
          "a": 80,
          "b": 65
        }
      },
      {
        "by": 12,
        "category": "maintenance",
        "leads": "orca",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "Closed service. Newest release note dated 2 November 2026 (30). Thirty dated release notes between 7 August and 2 November 2026, and API notes for August, September, October and November (20). Public release notes and a support address, with no public tracker or forum found (10). No official SDK for the Devin API found (a Python SDK in the federal docs covers analytics and ACU limits for air-gapped Desktop), and the Devin MCP server didn't appear in the official MCP registry per the 8 October check (0). No public CI or packages to assess, with the docs and three OpenAPI specs kept current (3).",
          "b": "Tags to v1.4.251 and commits on 6 November 2026 (30). Many releases in 90 days (20). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). Current builds (15). Extensive CI (10). 30 + 20 + 0 + 15 + 10 = 75."
        },
        "scores": {
          "a": 63,
          "b": 75
        }
      }
    ],
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Cognition AI, Inc.",
        "b": "Lovecast Inc.",
        "name": "Vendor"
      },
      {
        "a": "https://mcp.devin.ai/mcp",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under Cognition's Platform Terms of Service",
        "b": "MIT",
        "name": "Licence"
      },
      {
        "a": "13",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-11-02",
        "b": "2026-11-06",
        "name": "Last release"
      },
      {
        "a": "2026-06-30",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "2026-03-09",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "b": "not read yet",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "not read yet",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "not read yet",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not read yet",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "not read yet",
        "name": "Arbitration or class-action waiver"
      }
    ],
    "faq": [
      {
        "answer": "Orca and Devin score within a point of each other on agent readiness, 57.4 (C) and 57.3 (C). Devin leads on schema \u0026 documentation, security \u0026 auth and transparency \u0026 trust.",
        "question": "Which is better for AI agents, Devin or Orca?"
      },
      {
        "answer": "No open-source release is listed for Devin. Orca is open source (MIT).",
        "question": "Are Devin and Orca open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Schema \u0026 documentation, 80 against 65",
          "Security \u0026 auth, 72 against 43",
          "Transparency \u0026 trust, 75 against 54"
        ],
        "also": [
          "A hosted endpoint, with nothing to install"
        ],
        "goodFor": "A team that wants to hand whole tasks to a cloud agent and collect pull requests, driven from a pipeline or another agent.",
        "slug": "devin",
        "watchFor": "www.devinstatus.com lists two outages on 13 August and the web app down for about two hours on 24 September 2026"
      },
      {
        "aheadOn": [
          "Reliability, 58 against 35",
          "Agent ergonomics, 70 against 62",
          "Payments \u0026 pricing, 40 against 20",
          "Maintenance \u0026 community, 75 against 63"
        ],
        "also": [
          "No key needed to call it",
          "Open source"
        ],
        "goodFor": "Developers who want an orchestrator agent to split work across parallel coding agents, on desktop or mobile.",
        "slug": "orca",
        "watchFor": "Anonymous usage data collected by default, with an opt-out"
      }
    ],
    "history": {
      "devin": [
        {
          "causes": [
            "correction"
          ],
          "date": "2026-11-04",
          "delta": 1.5,
          "from": 55.8,
          "fromGrade": "C",
          "to": 57.3,
          "toGrade": "C"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-28",
          "delta": 0.1,
          "from": 55.7,
          "fromGrade": "C",
          "to": 55.8,
          "toGrade": "C"
        }
      ],
      "orca": null
    },
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-devin.json",
        "title": "Agent Zero vs Devin",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-orca.json",
        "title": "Agent Zero vs Orca",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-devin.json",
        "title": "Aider vs Devin",
        "url": "https://www.anchorterminal.com/compare/aider-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-orca.json",
        "title": "Aider vs Orca",
        "url": "https://www.anchorterminal.com/compare/aider-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-devin.json",
        "title": "Amp vs Devin",
        "url": "https://www.anchorterminal.com/compare/amp-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-orca.json",
        "title": "Amp vs Orca",
        "url": "https://www.anchorterminal.com/compare/amp-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-devin.json",
        "title": "Antigravity CLI vs Devin",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-orca.json",
        "title": "Antigravity CLI vs Orca",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-devin.json",
        "title": "Auggie CLI vs Devin",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-orca.json",
        "title": "Auggie CLI vs Orca",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-devin.json",
        "title": "AXLR vs Devin",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-orca.json",
        "title": "AXLR vs Orca",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-devin.json",
        "title": "Claude Code vs Devin",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-orca.json",
        "title": "Claude Code vs Orca",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-devin.json",
        "title": "Cline vs Devin",
        "url": "https://www.anchorterminal.com/compare/cline-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-orca.json",
        "title": "Cline vs Orca",
        "url": "https://www.anchorterminal.com/compare/cline-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/conductor-vs-devin.json",
        "title": "Conductor vs Devin",
        "url": "https://www.anchorterminal.com/compare/conductor-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/conductor-vs-orca.json",
        "title": "Conductor vs Orca",
        "url": "https://www.anchorterminal.com/compare/conductor-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-devin.json",
        "title": "Crush vs Devin",
        "url": "https://www.anchorterminal.com/compare/crush-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-orca.json",
        "title": "Crush vs Orca",
        "url": "https://www.anchorterminal.com/compare/crush-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-devin.json",
        "title": "Cursor CLI vs Devin",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-orca.json",
        "title": "Cursor CLI vs Orca",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-devin.json",
        "title": "DeepSeek Harness (dsh) vs Devin",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-orca.json",
        "title": "DeepSeek Harness (dsh) vs Orca",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-devin.json",
        "title": "dsh-superagent (DeepSeek) vs Devin",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-orca.json",
        "title": "dsh-superagent (DeepSeek) vs Orca",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-droid-cli.json",
        "title": "Devin vs Droid CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-droid-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-earendil-pi.json",
        "title": "Devin vs Pi",
        "url": "https://www.anchorterminal.com/compare/devin-vs-earendil-pi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-emdash.json",
        "title": "Devin vs Emdash",
        "url": "https://www.anchorterminal.com/compare/devin-vs-emdash"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-gemini-cli.json",
        "title": "Devin vs Gemini CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-gemini-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-github-copilot-cli.json",
        "title": "Devin vs GitHub Copilot CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-github-copilot-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-goose.json",
        "title": "Devin vs goose",
        "url": "https://www.anchorterminal.com/compare/devin-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-harness2.json",
        "title": "Devin vs Harness²",
        "url": "https://www.anchorterminal.com/compare/devin-vs-harness2"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-harnessrouter.json",
        "title": "Devin vs HarnessRouter",
        "url": "https://www.anchorterminal.com/compare/devin-vs-harnessrouter"
      },
      {
        "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-junie.json",
        "title": "Devin vs Junie CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-junie"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-kilo-code-cli.json",
        "title": "Devin vs Kilo Code CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-kilo-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-kimi-code-cli.json",
        "title": "Devin vs Kimi Code CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-kimi-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-kiro-cli.json",
        "title": "Devin vs Kiro CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-kiro-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-letta.json",
        "title": "Devin vs Letta",
        "url": "https://www.anchorterminal.com/compare/devin-vs-letta"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-mini-swe-agent.json",
        "title": "Devin vs mini-swe-agent",
        "url": "https://www.anchorterminal.com/compare/devin-vs-mini-swe-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-minimax-code.json",
        "title": "Devin vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/devin-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-mistral-vibe-cli.json",
        "title": "Devin vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-muse-code.json",
        "title": "Devin vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/devin-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-openai-agents-api.json",
        "title": "Devin vs OpenAI Agents API",
        "url": "https://www.anchorterminal.com/compare/devin-vs-openai-agents-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-openai-codex.json",
        "title": "Devin vs OpenAI Codex",
        "url": "https://www.anchorterminal.com/compare/devin-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-opencode.json",
        "title": "Devin vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/devin-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-openhands.json",
        "title": "Devin vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/devin-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-openmausbot.json",
        "title": "Devin vs OpenMausBot",
        "url": "https://www.anchorterminal.com/compare/devin-vs-openmausbot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-paseo.json",
        "title": "Devin vs Paseo",
        "url": "https://www.anchorterminal.com/compare/devin-vs-paseo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-prime-agent.json",
        "title": "Devin vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/devin-vs-prime-agent"
      },
      {
        "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-qwen-code.json",
        "title": "Devin vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/devin-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-reflection-mirror.json",
        "title": "Devin vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-rovo-dev-cli.json",
        "title": "Devin vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-rovo-dev-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/devin-vs-t3-code.json",
        "title": "Devin vs T3 Code",
        "url": "https://www.anchorterminal.com/compare/devin-vs-t3-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-traycer.json",
        "title": "Devin vs Traycer",
        "url": "https://www.anchorterminal.com/compare/devin-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-unstoppable.json",
        "title": "Devin vs Unstoppable",
        "url": "https://www.anchorterminal.com/compare/devin-vs-unstoppable"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-verdent.json",
        "title": "Devin vs Verdent",
        "url": "https://www.anchorterminal.com/compare/devin-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-vibe-trading.json",
        "title": "Devin vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/devin-vs-vibe-trading"
      },
      {
        "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-orca.json",
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        "json": "https://www.anchorterminal.com/compare/jules-vs-orca.json",
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      {
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        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-orca.json",
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        "json": "https://www.anchorterminal.com/compare/letta-vs-orca.json",
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        "json": "https://www.anchorterminal.com/compare/orca-vs-paseo.json",
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        "json": "https://www.anchorterminal.com/compare/orca-vs-prime-agent.json",
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        "json": "https://www.anchorterminal.com/compare/orca-vs-qoder-cli.json",
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        "json": "https://www.anchorterminal.com/compare/orca-vs-rovo-dev-cli.json",
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        "json": "https://www.anchorterminal.com/compare/orca-vs-sculptor.json",
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        "json": "https://www.anchorterminal.com/compare/orca-vs-t3-code.json",
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        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-orca.json",
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    "panel": null,
    "scores": [
      {
        "by": 23,
        "devin": 35,
        "edge": "orca",
        "key": "reliability",
        "name": "Reliability",
        "orca": 58,
        "weight": 16
      },
      {
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        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
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        "devin": 80,
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        "orca": 65,
        "weight": 13
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      {
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        "devin": 62,
        "edge": "orca",
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        "name": "Agent ergonomics",
        "orca": 70,
        "weight": 13
      },
      {
        "by": 29,
        "devin": 72,
        "edge": "devin",
        "key": "security",
        "name": "Security \u0026 auth",
        "orca": 43,
        "weight": 14
      },
      {
        "by": 20,
        "devin": 20,
        "edge": "orca",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "orca": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 12,
        "devin": 63,
        "edge": "orca",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "orca": 75,
        "weight": 7
      },
      {
        "by": 21,
        "devin": 75,
        "edge": "devin",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "orca": 54,
        "weight": 7
      }
    ],
    "summary": "Orca and Devin score within a point of each other on agent readiness, 57.4 (C) and 57.3 (C). Devin leads on schema \u0026 documentation, security \u0026 auth and transparency \u0026 trust. Both do agent harnesses.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "devin": "The v3 API is well specified, with a public OpenAPI 3.1 file covering 274 operations, problem+json errors, cursor pagination and service-user keys tied to roles. The status page records two outages on 13 August and a two-hour web app outage on 24 September 2026, and no rate limit figures or retry guidance were found in the reviewed documentation.",
      "orca": "An open-source orchestrator for coding agents with worker agents in their own worktrees, chat and terminal views, a browser and a CLI, on desktop and mobile, with heavy test automation. It collects anonymous usage data by default, and the cloud option's pricing wasn't found."
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  "markdown": "Orca and Devin score within a point of each other on agent readiness, 57.4 (C) and 57.3 (C). Devin leads on schema \u0026 documentation, security \u0026 auth and transparency \u0026 trust. Both do agent harnesses.\n\n- Devin: grade C, 57.3/100, rank #797 of 1486. Markdown https://www.anchorterminal.com/tools/devin.md · JSON https://www.anchorterminal.com/api/v1/tools/devin.json\n- Orca: grade C, 57.4/100, rank #791 of 1486. Markdown https://www.anchorterminal.com/tools/orca.md · JSON https://www.anchorterminal.com/api/v1/tools/orca.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### Devin (C)\n\nGood for: A team that wants to hand whole tasks to a cloud agent and collect pull requests, driven from a pipeline or another agent.\n\nAhead on:\n- Schema \u0026 documentation, 80 against 65\n- Security \u0026 auth, 72 against 43\n- Transparency \u0026 trust, 75 against 54\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: www.devinstatus.com lists two outages on 13 August and the web app down for about two hours on 24 September 2026\n\n### Orca (C)\n\nGood for: Developers who want an orchestrator agent to split work across parallel coding agents, on desktop or mobile.\n\nAhead on:\n- Reliability, 58 against 35\n- Agent ergonomics, 70 against 62\n- Payments \u0026 pricing, 40 against 20\n- Maintenance \u0026 community, 75 against 63\n\nAlso in its favour:\n- No key needed to call it\n- Open source\n\nWatch for: Anonymous usage data collected by default, with an opt-out\n\n\n## Why the edge\n\n### Security \u0026 auth: Devin +29\n\n- Devin (72): Hosted reading. Service-user keys with roles and named permissions per endpoint, revocable, with rotation endpoints in beta for Enterprise and expiring personal tokens. Custom roles are an Enterprise option, and Teams has Admin and Member only (25). Security profiles restrict network, MCP servers, git and the Devin MCP to read-only, and read-only API permissions exist. They are opt-in, and session creation accepts `bypass_approval` (16). AI Guardrails screen user messages and pull request comments for prompt injection, on Enterprise only, and they don't cover web pages or repository content Devin reads (8). Audit logs through the API need an enterprise-level permission. Session events and insights are available on all plans (10). SOC 2 Type II and ISO/IEC 27001:2022, a disclosure address at security@cognition.ai, no security.txt, and the trust centre answers No to having a bug bounty (13).\n- Orca (43): Harness reading. Anonymous usage data with an opt-out, per the README's link to its telemetry docs (15 of 30). Worktrees per agent and a sandboxed Linux build (12 of 20). No prompt-injection guidance (5). No audit log (5). A dependency-security workflow (6 of 20). 15 + 12 + 5 + 5 + 6 = 43.\n\n### Reliability: Orca +23\n\n- Devin (35): Hosted reading. Status page at www.devinstatus.com (Atlassian Statuspage) with 14 components, among them Cloud Agent and Cloud Web Client, read from the page itself on 4 November 2026 (20). Its history feed for the 90 days from 6 August 2026 lists Devin unavailable on 13 August (20 minutes), Devin Cloud unavailable on 13 August (2 hours 40 minutes) and the web app down on 24 September (about 2 hours), with minor session and Ask Devin incidents on 10 and 11 August, 3 and 17 September and 26 October. Both 13 August entries report the service unavailable. The 24 September entry names only the web app, not the API or the MCP server, so it is read as partial, as dashboard outages are on other listings. Two majors (5). Two scheduled maintenance entries (7 and 17 August) are read as maintenance. 429 is a documented response, but no rate limit figures were found (0). No Retry-After or backoff guidance found, and v3 session creation has no idempotency key (0). The platform terms give no guarantee of availability, and enterprise terms weren't read (0). The v3 API is the current, recommended surface, with 27 of 274 operations under /v3beta1 (10).\n- Orca (58): Local software. Desktop and mobile builds and a Homebrew cask (20). Unit, end-to-end and platform test workflows; 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). Tags to v1.4.251, no changelog file (8). Version 1.4 (15). 20 + 15 + 0 + 8 + 15 = 58.\n\n### Transparency \u0026 trust: Devin +21\n\n- Devin (75): Editorial half. Closed source with clear terms from Cognition AI, Inc. (15). Terms (30 June 2026), privacy policy, security page and data processing agreement agree with each other. Customer data may be used for model training by default on self-serve plans, with an opt-out on paid plans that also turns on zero data retention at model providers, and Enterprise data isn't trained on without written consent. Retention is stated as the length of the customer relationship, with no periods (18). The API versioning policy on the release notes page says breaking changes are announced at least 7 days in advance and a deprecated endpoint stays available through a deprecation period. Dated notices followed it for the schedules endpoints (announced 10 September, creation refused from 24 September 2026), and others cover the v2 clone endpoint and Playbooks moving to Skills (23 October). v1 and v2 are marked legacy with no end date (20). Sub-processors listed with purpose and country, and 15 days' notice of additions, per the 8 October check (18).\n- Orca (54): MIT (30). Privacy and telemetry docs on the site (not read) (18 of 30). No deprecation policy (5). Disclosed with an opt-out (15 of 20). 30 + 18 + 5 + 15 = 68.\n\n### Payments \u0026 pricing: Orca +20\n\n- Devin (20): Published rubric. No payment protocol (0). Plan prices are public, $20, $200 and $40 a seat with an $80 team minimum, but usage past the quota is billed at an unpublished rate (10). A Free plan exists. The pricing page lists cloud agents from Pro upward, and we couldn't confirm API use on Free or whether a card is needed (10). A person signs up in a browser and provisions the service user in settings (0).\n- Orca (40): Scored on the cloud option. No protocol (0). The cloud price wasn't found on the pages read (0). The desktop app is free and MIT with no card (20). The local app needs no sign-up that we found (20). 0 + 0 + 20 + 20 = 40.\n\n### Schema \u0026 documentation: Devin +15\n\n- Devin (80): API reading. Public OpenAPI 3.1 spec for v3 with 182 paths and 274 operations on 4 November 2026, and separate v1 and v2 specs (25). llms.txt with 393 lines and a Markdown twin of every page (10). Each endpoint page names its required permission, but 63 of 274 operations have no description and the MCP tool descriptions are one line each (10). Enums on fields such as `devin_mode`, `origin` and `category`, with most strings unconstrained and nullable (9). curl examples in the quick starts, and 401, 403, 404, 409, 422 and 429 declared on all 274 operations, without a catalogue of `error_code` values (11). Versioned paths (v1, v2, v3, v3beta1) and an API release notes page dated by month, newest November 2026 (15).\n- Orca (65): Harness reading. A docs site with CLI orchestration and native chat pages (65).\n\n### Maintenance \u0026 community: Orca +12\n\n- Devin (63): Closed service. Newest release note dated 2 November 2026 (30). Thirty dated release notes between 7 August and 2 November 2026, and API notes for August, September, October and November (20). Public release notes and a support address, with no public tracker or forum found (10). No official SDK for the Devin API found (a Python SDK in the federal docs covers analytics and ACU limits for air-gapped Desktop), and the Devin MCP server didn't appear in the official MCP registry per the 8 October check (0). No public CI or packages to assess, with the docs and three OpenAPI specs kept current (3).\n- Orca (75): Tags to v1.4.251 and commits on 6 November 2026 (30). Many releases in 90 days (20). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). Current builds (15). Extensive CI (10). 30 + 20 + 0 + 15 + 10 = 75.\n\n## Score by category\n\n| Category | Weight | Devin | Orca | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 35 | 58 | Orca +23 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 80 | 65 | Devin +15 |\n| Agent ergonomics | 13% (16.2 this run) | 62 | 70 | Orca +8 |\n| Security \u0026 auth | 14% (17.5 this run) | 72 | 43 | Devin +29 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 40 | Orca +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 63 | 75 | Orca +12 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 75 | 54 | Devin +21 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **57.3 · C** | **57.4 · C** | |\n\n## Facts side by side\n\n| Fact | Devin | Orca |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Cognition AI, Inc. | Lovecast Inc. |\n| Hosted endpoint | `https://mcp.devin.ai/mcp` | no (local only) |\n| Transports | HTTP |  |\n| Auth | API key | None |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Proprietary service under Cognition's Platform Terms of Service | MIT |\n| Tools exposed | 13 | none |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | no |\n| Last release | 2026-11-02 | 2026-11-06 |\n| Terms last updated | 2026-06-30 | no document linked |\n| Privacy policy last updated | 2026-03-09 | no document linked |\n| Customer content may train models | yes, with an opt-out | not read yet |\n| Terms restrict automated access | not found in the text | not read yet |\n| Terms restrict benchmarking | yes | not read yet |\n| Terms or service can change without notice | not found in the text | not read yet |\n| Arbitration or class-action waiver | yes | not read yet |\n\n## How the scores have moved\n\n### Devin\n\n- +1.5 on 4 November 2026: correction\n- +0.1 on 28 October 2026: checklist\n\n### Orca\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Devin.** The v3 API is well specified, with a public OpenAPI 3.1 file covering 274 operations, problem+json errors, cursor pagination and service-user keys tied to roles. The status page records two outages on 13 August and a two-hour web app outage on 24 September 2026, and no rate limit figures or retry guidance were found in the reviewed documentation.\n\n**Orca.** An open-source orchestrator for coding agents with worker agents in their own worktrees, chat and terminal views, a browser and a CLI, on desktop and mobile, with heavy test automation. It collects anonymous usage data by default, and the cloud option's pricing wasn't found.\n\n## Before you call either\n\n### Devin\n\n1. Use a `cog_` service-user key with the Member role. Legacy `apk_` keys fail against v3 and the MCP server with 401 or 403\n2. Set `max_acu_limit` on every session you create. Usage is metered by the work done and has no published unit rate\n3. Session creation is not idempotent in v3. After a timeout, list sessions by tag before creating again\n4. Enterprise keys and personal access tokens must send `X-Org-Id` to the MCP server. Organisation-scoped keys resolve it automatically\n5. Create scheduled work as an automation. POST to the schedules endpoint returns 403 for migrated organisations since 24 September 2026\n\n### Orca\n\n1. See the telemetry docs on onorca.dev to opt out of anonymous usage data\n2. Use the orchestration CLI to hand a large task to one agent that starts workers\n\n## Questions\n\n### Which is better for AI agents, Devin or Orca?\n\nOrca and Devin score within a point of each other on agent readiness, 57.4 (C) and 57.3 (C). Devin leads on schema \u0026 documentation, security \u0026 auth and transparency \u0026 trust.\n\n### Are Devin and Orca open source?\n\nNo open-source release is listed for Devin. Orca is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/devin-vs-orca.json, and with the fewest tokens: https://www.anchorterminal.com/compare/devin-vs-orca.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"devin\", \"b\": \"orca\"}`. From a terminal: `anchor compare devin orca`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/devin.json and https://www.anchorterminal.com/api/v1/tools/orca.json\n\n## Other comparisons with Devin or Orca\n\n- [Agent Zero vs Devin](https://www.anchorterminal.com/compare/agent-zero-vs-devin.md)\n- [Agent Zero vs Orca](https://www.anchorterminal.com/compare/agent-zero-vs-orca.md)\n- [Aider vs Devin](https://www.anchorterminal.com/compare/aider-vs-devin.md)\n- [Aider vs Orca](https://www.anchorterminal.com/compare/aider-vs-orca.md)\n- [Amp vs Devin](https://www.anchorterminal.com/compare/amp-vs-devin.md)\n- [Amp vs Orca](https://www.anchorterminal.com/compare/amp-vs-orca.md)\n- [Antigravity CLI vs Devin](https://www.anchorterminal.com/compare/antigravity-cli-vs-devin.md)\n- [Antigravity CLI vs Orca](https://www.anchorterminal.com/compare/antigravity-cli-vs-orca.md)\n- [Auggie CLI vs Devin](https://www.anchorterminal.com/compare/auggie-vs-devin.md)\n- [Auggie CLI vs Orca](https://www.anchorterminal.com/compare/auggie-vs-orca.md)\n- [AXLR vs Devin](https://www.anchorterminal.com/compare/axlr-vs-devin.md)\n- [AXLR vs Orca](https://www.anchorterminal.com/compare/axlr-vs-orca.md)\n- [Claude Code vs Devin](https://www.anchorterminal.com/compare/claude-code-vs-devin.md)\n- [Claude Code vs Orca](https://www.anchorterminal.com/compare/claude-code-vs-orca.md)\n- [Cline vs Devin](https://www.anchorterminal.com/compare/cline-vs-devin.md)\n- [Cline vs Orca](https://www.anchorterminal.com/compare/cline-vs-orca.md)\n- [Conductor vs Devin](https://www.anchorterminal.com/compare/conductor-vs-devin.md)\n- [Conductor vs Orca](https://www.anchorterminal.com/compare/conductor-vs-orca.md)\n- [Crush vs Devin](https://www.anchorterminal.com/compare/crush-vs-devin.md)\n- [Crush vs Orca](https://www.anchorterminal.com/compare/crush-vs-orca.md)\n- [Cursor CLI vs Devin](https://www.anchorterminal.com/compare/cursor-cli-vs-devin.md)\n- [Cursor CLI vs Orca](https://www.anchorterminal.com/compare/cursor-cli-vs-orca.md)\n- [DeepSeek Harness (dsh) vs Devin](https://www.anchorterminal.com/compare/deepseek-harness-vs-devin.md)\n- [DeepSeek Harness (dsh) vs Orca](https://www.anchorterminal.com/compare/deepseek-harness-vs-orca.md)\n- [dsh-superagent (DeepSeek) vs Devin](https://www.anchorterminal.com/compare/deepseek-superagent-vs-devin.md)\n- [dsh-superagent (DeepSeek) vs Orca](https://www.anchorterminal.com/compare/deepseek-superagent-vs-orca.md)\n- [Devin vs Droid CLI](https://www.anchorterminal.com/compare/devin-vs-droid-cli.md)\n- [Devin vs Pi](https://www.anchorterminal.com/compare/devin-vs-earendil-pi.md)\n- [Devin vs Emdash](https://www.anchorterminal.com/compare/devin-vs-emdash.md)\n- [Devin vs Gemini CLI](https://www.anchorterminal.com/compare/devin-vs-gemini-cli.md)\n- [Devin vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/devin-vs-github-copilot-cli.md)\n- [Devin vs goose](https://www.anchorterminal.com/compare/devin-vs-goose.md)\n- [Devin vs Harness²](https://www.anchorterminal.com/compare/devin-vs-harness2.md)\n- [Devin vs HarnessRouter](https://www.anchorterminal.com/compare/devin-vs-harnessrouter.md)\n- [Devin vs Jules](https://www.anchorterminal.com/compare/devin-vs-jules.md)\n- [Devin vs Junie CLI](https://www.anchorterminal.com/compare/devin-vs-junie.md)\n- [Devin vs Kilo Code CLI](https://www.anchorterminal.com/compare/devin-vs-kilo-code-cli.md)\n- [Devin vs Kimi Code CLI](https://www.anchorterminal.com/compare/devin-vs-kimi-code-cli.md)\n- [Devin vs Kiro CLI](https://www.anchorterminal.com/compare/devin-vs-kiro-cli.md)\n- [Devin vs Letta](https://www.anchorterminal.com/compare/devin-vs-letta.md)\n- [Devin vs mini-swe-agent](https://www.anchorterminal.com/compare/devin-vs-mini-swe-agent.md)\n- [Devin vs MiniMax Code](https://www.anchorterminal.com/compare/devin-vs-minimax-code.md)\n- [Devin vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/devin-vs-mistral-vibe-cli.md)\n- [Devin vs Muse Code](https://www.anchorterminal.com/compare/devin-vs-muse-code.md)\n- [Devin vs OpenAI Agents API](https://www.anchorterminal.com/compare/devin-vs-openai-agents-api.md)\n- [Devin vs OpenAI Codex](https://www.anchorterminal.com/compare/devin-vs-openai-codex.md)\n- [Devin vs OpenCode](https://www.anchorterminal.com/compare/devin-vs-opencode.md)\n- [Devin vs OpenHands](https://www.anchorterminal.com/compare/devin-vs-openhands.md)\n- [Devin vs OpenMausBot](https://www.anchorterminal.com/compare/devin-vs-openmausbot.md)\n- [Devin vs Paseo](https://www.anchorterminal.com/compare/devin-vs-paseo.md)\n- [Devin vs Prime Agent](https://www.anchorterminal.com/compare/devin-vs-prime-agent.md)\n- [Devin vs Qoder CLI](https://www.anchorterminal.com/compare/devin-vs-qoder-cli.md)\n- [Devin vs Qwen Code](https://www.anchorterminal.com/compare/devin-vs-qwen-code.md)\n- [Devin vs Mirror CLI](https://www.anchorterminal.com/compare/devin-vs-reflection-mirror.md)\n- [Devin vs Rovo Dev CLI](https://www.anchorterminal.com/compare/devin-vs-rovo-dev-cli.md)\n- [Devin vs Sculptor](https://www.anchorterminal.com/compare/devin-vs-sculptor.md)\n- [Devin vs T3 Code](https://www.anchorterminal.com/compare/devin-vs-t3-code.md)\n- [Devin vs Traycer](https://www.anchorterminal.com/compare/devin-vs-traycer.md)\n- [Devin vs Unstoppable](https://www.anchorterminal.com/compare/devin-vs-unstoppable.md)\n- [Devin vs Verdent](https://www.anchorterminal.com/compare/devin-vs-verdent.md)\n- [Devin vs Vibe-Trading](https://www.anchorterminal.com/compare/devin-vs-vibe-trading.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 Orca](https://www.anchorterminal.com/compare/droid-cli-vs-orca.md)\n- [Pi vs Orca](https://www.anchorterminal.com/compare/earendil-pi-vs-orca.md)\n- [Emdash vs Orca](https://www.anchorterminal.com/compare/emdash-vs-orca.md)\n- [Gemini CLI vs Orca](https://www.anchorterminal.com/compare/gemini-cli-vs-orca.md)\n- [GitHub Copilot CLI vs Orca](https://www.anchorterminal.com/compare/github-copilot-cli-vs-orca.md)\n- [goose vs Orca](https://www.anchorterminal.com/compare/goose-vs-orca.md)\n- [Harness² vs Orca](https://www.anchorterminal.com/compare/harness2-vs-orca.md)\n- [HarnessRouter vs Orca](https://www.anchorterminal.com/compare/harnessrouter-vs-orca.md)\n- [Jules vs Orca](https://www.anchorterminal.com/compare/jules-vs-orca.md)\n- [Junie CLI vs Orca](https://www.anchorterminal.com/compare/junie-vs-orca.md)\n- [Kilo Code CLI vs Orca](https://www.anchorterminal.com/compare/kilo-code-cli-vs-orca.md)\n- [Kimi Code CLI vs Orca](https://www.anchorterminal.com/compare/kimi-code-cli-vs-orca.md)\n- [Kiro CLI vs Orca](https://www.anchorterminal.com/compare/kiro-cli-vs-orca.md)\n- [Letta vs Orca](https://www.anchorterminal.com/compare/letta-vs-orca.md)\n- [mini-swe-agent vs Orca](https://www.anchorterminal.com/compare/mini-swe-agent-vs-orca.md)\n- [MiniMax Code vs Orca](https://www.anchorterminal.com/compare/minimax-code-vs-orca.md)\n- [Mistral Vibe CLI vs Orca](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-orca.md)\n- [Muse Code vs Orca](https://www.anchorterminal.com/compare/muse-code-vs-orca.md)\n- [OpenAI Agents API vs Orca](https://www.anchorterminal.com/compare/openai-agents-api-vs-orca.md)\n- [OpenAI Codex vs Orca](https://www.anchorterminal.com/compare/openai-codex-vs-orca.md)\n- [OpenCode vs Orca](https://www.anchorterminal.com/compare/opencode-vs-orca.md)\n- [OpenHands vs Orca](https://www.anchorterminal.com/compare/openhands-vs-orca.md)\n- [Orca vs Paseo](https://www.anchorterminal.com/compare/orca-vs-paseo.md)\n- [Orca vs Prime Agent](https://www.anchorterminal.com/compare/orca-vs-prime-agent.md)\n- [Orca vs Qoder CLI](https://www.anchorterminal.com/compare/orca-vs-qoder-cli.md)\n- [Orca vs Qwen Code](https://www.anchorterminal.com/compare/orca-vs-qwen-code.md)\n- [Orca vs Mirror CLI](https://www.anchorterminal.com/compare/orca-vs-reflection-mirror.md)\n- [Orca vs Rovo Dev CLI](https://www.anchorterminal.com/compare/orca-vs-rovo-dev-cli.md)\n- [Orca vs Sculptor](https://www.anchorterminal.com/compare/orca-vs-sculptor.md)\n- [Orca vs T3 Code](https://www.anchorterminal.com/compare/orca-vs-t3-code.md)\n- [Orca vs Traycer](https://www.anchorterminal.com/compare/orca-vs-traycer.md)\n- [Orca vs Unstoppable](https://www.anchorterminal.com/compare/orca-vs-unstoppable.md)\n- [Orca vs Verdent](https://www.anchorterminal.com/compare/orca-vs-verdent.md)\n- [Orca vs Vibe-Trading](https://www.anchorterminal.com/compare/orca-vs-vibe-trading.md)\n- [Orca vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/orca-vs-warp.md)\n- [Clawboo vs Devin](https://www.anchorterminal.com/compare/clawboo-vs-devin.md)\n- [Clawboo vs Orca](https://www.anchorterminal.com/compare/clawboo-vs-orca.md)\n- [CLI Manager vs Devin](https://www.anchorterminal.com/compare/cli-manager-vs-devin.md)\n- [CLI Manager vs Orca](https://www.anchorterminal.com/compare/cli-manager-vs-orca.md)\n- [Devin vs Harness](https://www.anchorterminal.com/compare/devin-vs-harness-autonomous.md)\n- [Devin vs Paperclip](https://www.anchorterminal.com/compare/devin-vs-paperclip.md)\n- [Devin vs Parallax](https://www.anchorterminal.com/compare/devin-vs-parallax-agents.md)\n- [Harness vs Orca](https://www.anchorterminal.com/compare/harness-autonomous-vs-orca.md)\n- [OpenMausBot vs Orca](https://www.anchorterminal.com/compare/openmausbot-vs-orca.md)\n- [Orca vs Paperclip](https://www.anchorterminal.com/compare/orca-vs-paperclip.md)\n- [Orca vs Parallax](https://www.anchorterminal.com/compare/orca-vs-parallax-agents.md)\n",
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