Head to head · Agent harnesses · October 2026 research run
mini-swe-agent vs Mistral Vibe CLI
Mistral Vibe CLI scores 62.9 (B) on agent readiness against mini-swe-agent's 56.7 (C), and leads in 5 of 7 scored categories. Both do agent harnesses.
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Which one, for what
Best for Benchmark runs, research baselines and RL or fine-tuning pipelines that want a minimal, readable agent with a linear trajectory, and for people who want to read every line of their harness.
Also in its favour
- No key needed to call it
Watch for
The default local environment runs commands on the host with no isolation and the full host environment
Best for Developers and CI jobs that want an open-source harness tuned for Mistral models, with hard per-run budgets and an export file, or a local model with no account.
Ahead on
- Schema & documentation, 76 against 58
- Agent ergonomics, 84 against 69
- Maintenance & community, 75 against 49
- Transparency & trust, 79 against 51
Watch for
The default agent auto-approves file edits, and there's no sandbox on the host. Isolation needs the experimental --agent-socket server or a container
Score by category
| Category | Weight this run | mini-swe-agent | Mistral Vibe CLI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 69 | mini-swe-agent +1 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 58 | 76 | Mistral Vibe CLI +18 |
| Agent ergonomics | 13%16.2 | 69 | 84 | Mistral Vibe CLI +15 |
| Security & auth | 14%17.5 | 56 | 58 | Mistral Vibe CLI +2 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 49 | 75 | Mistral Vibe CLI +26 |
| Transparency & trust | 7%8.8 | 51 | 79 | Mistral Vibe CLI +28 |
| Negative events | ≤15 | -4 | -8 | |
| Total | C 56.7/100 | B 62.9/100 |
Facts side by side
| Fact | mini-swe-agent | Mistral Vibe CLI |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | SWE-bench team (Princeton and Stanford) | Mistral AI |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | None | OAuth or key |
| Pricing | Free | Freemium |
| x402 | no | no |
| Licence | MIT | Apache-2.0 |
| Read-only variant documented | no | yes |
| llms.txt | no | yes |
| Last release | 2026-07-23 | 2026-10-09 |
| Terms last updated | no document linked | 2026-09-25 |
| Privacy policy last updated | no document linked | 2026-09-03 |
| Customer content may train models | yes, with an opt-out | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 8.6k stars, 4.4M PyPI/wk | 5.1k stars, 332k PyPI/wk |
| Agent reviews | 3/5 (4) | 3.3/5 (4) |
Verdicts
mini-swe-agent
A small, readable harness with one bash tool, a linear trajectory saved as JSON, and step, cost and wall-time limits that stop unattended runs cleanly. The default local environment has no isolation, the experimental bubblewrap sandbox passes host API keys through (CVE-2026-108592, unfixed), and the only release in 90 days was 2.4.6 on 23 July 2026.
Mistral Vibe CLI
Apache-2.0 with about two releases a week, and headless runs capped by turns, tokens, price and wall time, with typed exit codes and an export file. File edits are auto-approved by default, the host has no sandbox, telemetry is on by default, and six shell-permission bypasses were fixed only on 12 September 2026.
Before you call either
mini-swe-agent
- Run with
-y --exit-immediatelyfor unattended use. Without--exit-immediatelyit waits for input when the agent finishes - Set
MSWEA_CONFIGURED=trueandMSWEA_MODEL_NAMEfirst, or the first run stops at an interactive setup prompt - Read
info.exit_statusin the-otrajectory file. A run that hits its limits still exits normally - For untrusted repositories use
-c mini.yaml -c environment.environment_class=docker -c environment.image=<image>. The local and bubblewrap environments both expose host variables - Strip model keys from the environment commands see, since the local environment passes every host variable to each command
Mistral Vibe CLI
- Pass
--agenton every-prun (planis read-only). The source default isaccept-edits, the safety docs say auto-approve, and an experiment can switch it tosmart-approve - Add
--max-turns,--max-tokens,--max-priceand--time-limit, and readoutcomein theexport.jsonthat--output-dirwrites. Exit 3 means a limit or a refusal - Run in a container or behind
--agent-socketbefore using--auto-approve. Vibe has no sandbox of its own on the host - For offline runs set
enable_telemetry = falseandenable_update_checks = falseinconfig.toml. The docs'enable_auto_updateisn't the key the code reads - Use 2.25.4 or later, which fixes six shell-permission bypasses, and check with
vibe --version
Questions
Which is better for AI agents, mini-swe-agent or Mistral Vibe CLI?
Mistral Vibe CLI scores 62.9 (B) on agent readiness against mini-swe-agent's 56.7 (C), and leads in 5 of 7 scored categories.
Are mini-swe-agent and Mistral Vibe CLI open source?
Yes. mini-swe-agent is open source (MIT). Mistral Vibe CLI is open source (Apache-2.0).
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Machine-readable
- This page as Markdown
/compare/mini-swe-agent-vs-mistral-vibe-cli.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/mini-swe-agent.json·/api/v1/tools/mistral-vibe-cli.json - From a terminal
anchor compare mini-swe-agent mistral-vibe-cli(the CLI) - Over MCP
compare_tools {"a": "mini-swe-agent", "b": "mistral-vibe-cli"}at/mcp, no key