Head to head · Agent harnesses · October 2026 research run
Devin vs Paseo
Paseo scores 62.1 (B) on agent readiness against Devin's 57.3 (C), and leads in 4 of 7 scored categories. Devin leads on schema & documentation, security & auth and transparency & trust. Both do agent harnesses.
Best agent harnesses and coding agents · All 1500 harnesses comparisons
Which one, for what
Devin C
Best for A team that wants to hand whole tasks to a cloud agent and collect pull requests, driven from a pipeline or another agent.
Ahead on
- Schema & documentation, 80 against 65
- Security & auth, 72 against 58
- Transparency & trust, 75 against 68
Also in its favour
- A hosted endpoint, with nothing to install
Watch for
www.devinstatus.com lists two outages on 13 August and the web app down for about two hours on 24 September 2026
Paseo B
Best for Developers who want parallel coding agents on their own machines with no telemetry, reachable from anywhere.
Ahead on
- Reliability, 50 against 35
- Agent ergonomics, 70 against 62
- Payments & pricing, 60 against 20
- Maintenance & community, 75 against 63
Also in its favour
- No key needed to call it
- Open source
Watch for
Pre-1.0, at 0.15.3
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Payments & pricing Paseo +40
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 Plan prices are public, $20, $200 and $40 a seat with an $80 team minimum, but usage past the quota is billed at an unpublished rate (10).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).
Paseo 60
Free self-hosted software with nothing to buy, so 0 for a protocol and 20 each for public pricing, a free tier and onboarding with no sign-up, 60.
Reliability Paseo +15
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).
Paseo 50
Local software. Desktop builds, an Android APK, a Docker image and a Nix package (20). ci.yml on the repository; pass state not read (15). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). CHANGELOG.md (15). Version 0.15.3 (0). 20 + 15 + 0 + 15 + 0 = 50.
Schema & documentation Devin +15
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).
Paseo 65
Harness reading. Public docs, a CLI and plugin examples in the repository (65).
Security & auth Devin +14
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).
Paseo 58
Harness reading. The README says no telemetry, tracking or forced log-ins (30 of 30). Worktree per agent, on your own machine (10 of 20). No prompt-injection guidance (5). No audit log (5). SECURITY.md (8). 30 + 10 + 5 + 5 + 8 = 58.
Maintenance & community Paseo +12
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).
Paseo 75
v0.15.3 and commits on 7 November 2026 (30). More than three 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). CI on push (10). 30 + 20 + 0 + 15 + 10 = 75.
Agent ergonomics Paseo +8
Devin 62
API and MCP reading. The MCP server documents 13 tools, several of them consolidated manage tools, and list endpoints take first to size a page (17). Cursor pagination on every v3 list endpoint and filters on session search by tag, playbook, origin, user and time (18). problem+json with error_code, field-level errors on 422 and a 400 that lists valid platform names, but no published code list (15). No idempotency key on v3 session creation. max_acu_limit caps what a session can spend, and the MCP tool annotations couldn't be read without a key (4). Only prompt is required to start a session. No official SDK found, only a Terraform provider (8).
Paseo 70
Harness reading. A self-hosted daemon that agents can use to create worktrees, launch other agents and talk to them, scriptable from the CLI (70).
Score by category
| Category | Weight this run | Devin | Paseo | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 35 | 50 | Paseo +15 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 80 | 65 | Devin +15 |
| Agent ergonomics | 13%16.2 | 62 | 70 | Paseo +8 |
| Security & auth | 14%17.5 | 72 | 58 | Devin +14 |
| Payments & pricing | 10%12.5 | 20 | 60 | Paseo +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 63 | 75 | Paseo +12 |
| Transparency & trust | 7%8.8 | 75 | 68 | Devin +7 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 57.3/100 | B 62.1/100 |
Facts side by side
| Fact | Devin | Paseo |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Cognition AI, Inc. | Mohamed Boudra |
| Hosted endpoint | https://mcp.devin.ai/mcp | no (local only) |
| Transports | HTTP | |
| Auth | API key | None |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | Proprietary service under Cognition's Platform Terms of Service | Apache-2.0 |
| Tools exposed | 13 | none |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| Last release | 2026-11-02 | 2026-11-07 |
| Terms last updated | 2026-06-30 | no document linked |
| Privacy policy last updated | 2026-03-09 | no document linked |
| Customer content may train models | yes, with an opt-out | not read yet |
| Terms restrict automated access | not found in the text | not read yet |
| Terms restrict benchmarking | yes | not read yet |
| Terms or service can change without notice | not found in the text | not read yet |
| Arbitration or class-action waiver | yes | not read yet |
How the scores have moved
Paseo
No score change since it was listed.
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.
Paseo
A self-hosted, open-source workspace for running many coding agents on your own machines, scriptable from the CLI and reachable from phone, web or desktop, with no telemetry or forced log-in. It's pre-1.0 and run largely by one maintainer.
Before you call either
Devin
- Use a
cog_service-user key with the Member role. Legacyapk_keys fail against v3 and the MCP server with 401 or 403 - Set
max_acu_limiton 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-Idto 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
Paseo
- Run the daemon on the machine that has your tools and credentials, and connect from the clients
- Script runs from the CLI for repeatable agent jobs
Questions
Which is better for AI agents, Devin or Paseo?
Paseo scores 62.1 (B) on agent readiness against Devin's 57.3 (C), and leads in 4 of 7 scored categories. Devin leads on schema & documentation, security & auth and transparency & trust.
Are Devin and Paseo open source?
No open-source release is listed for Devin. Paseo is open source (Apache-2.0).
Other comparisons with Devin or Paseo
- Agent Zero vs Devin
- Agent Zero vs Paseo
- Aider vs Devin
- Aider vs Paseo
- Amp vs Devin
- Amp vs Paseo
- Antigravity CLI vs Devin
- Antigravity CLI vs Paseo
- Auggie CLI vs Devin
- Auggie CLI vs Paseo
- AXLR vs Devin
- AXLR vs Paseo
- Claude Code vs Devin
- Claude Code vs Paseo
- Cline vs Devin
- Cline vs Paseo
- Conductor vs Devin
- Conductor vs Paseo
- Crush vs Devin
- Crush vs Paseo
- Cursor CLI vs Devin
- Cursor CLI vs Paseo
- DeepSeek Harness (dsh) vs Devin
- DeepSeek Harness (dsh) vs Paseo
- dsh-superagent (DeepSeek) vs Devin
- dsh-superagent (DeepSeek) vs Paseo
- Devin vs Droid CLI
- Devin vs Pi
- Devin vs Emdash
- Devin vs Gemini CLI
- Devin vs GitHub Copilot CLI
- Devin vs goose
- Devin vs Harness²
- Devin vs HarnessRouter
- Devin vs Jules
- Devin vs Junie CLI
- Devin vs Kilo Code CLI
- Devin vs Kimi Code CLI
- Devin vs Kiro CLI
- Devin vs Letta
- Devin vs mini-swe-agent
- Devin vs MiniMax Code
- Devin vs Mistral Vibe CLI
- Devin vs Muse Code
- Devin vs OpenAI Agents API
- Devin vs OpenAI Codex
- Devin vs OpenCode
- Devin vs OpenHands
- Devin vs OpenMausBot
- Devin vs Orca
- Devin vs Prime Agent
- Devin vs Qoder CLI
- Devin vs Qwen Code
- Devin vs Mirror CLI
- Devin vs Rovo Dev CLI
- Devin vs Sculptor
- Devin vs T3 Code
- Devin vs Traycer
- Devin vs Unstoppable
- Devin vs Verdent
- Devin vs Vibe-Trading
- Devin vs Warp (Warp Agent CLI and the Oz Agent API)
- Droid CLI vs Paseo
- Pi vs Paseo
- Emdash vs Paseo
- Gemini CLI vs Paseo
- GitHub Copilot CLI vs Paseo
- goose vs Paseo
- Harness² vs Paseo
- HarnessRouter vs Paseo
- Jules vs Paseo
- Junie CLI vs Paseo
- Kilo Code CLI vs Paseo
- Kimi Code CLI vs Paseo
- Kiro CLI vs Paseo
- Letta vs Paseo
- mini-swe-agent vs Paseo
- MiniMax Code vs Paseo
- Mistral Vibe CLI vs Paseo
- Muse Code vs Paseo
- OpenAI Agents API vs Paseo
- OpenAI Codex vs Paseo
- OpenCode vs Paseo
- OpenHands vs Paseo
- Orca vs Paseo
- Paseo vs Prime Agent
- Paseo vs Qoder CLI
- Paseo vs Qwen Code
- Paseo vs Mirror CLI
- Paseo vs Rovo Dev CLI
- Paseo vs Sculptor
- Paseo vs T3 Code
- Paseo vs Traycer
- Paseo vs Unstoppable
- Paseo vs Verdent
- Paseo vs Vibe-Trading
- Paseo vs Warp (Warp Agent CLI and the Oz Agent API)
- Clawboo vs Devin
- Clawboo vs Paseo
- CLI Manager vs Devin
- CLI Manager vs Paseo
- Devin vs Harness
- Devin vs Paperclip
- Devin vs Parallax
- Harness vs Paseo
- OpenMausBot vs Paseo
- Paperclip vs Paseo
- Parallax vs Paseo
Machine-readable
- This page as Markdown
/compare/devin-vs-paseo.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/devin.json·/api/v1/tools/paseo.json - From a terminal
anchor compare devin paseo(the CLI) - Over MCP
compare_tools {"a": "devin", "b": "paseo"}at/mcp, no key