Head to head · Agent harnesses · October 2026 research run
Mistral Vibe CLI vs Qoder CLI
Mistral Vibe CLI scores 62.9 (B) on agent readiness against Qoder CLI's 59.3 (C), and leads in 6 of 7 scored categories. Qoder CLI leads on schema & documentation. Both do agent harnesses.
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Which one, for what
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
- Reliability, 69 against 51
- Payments & pricing, 60 against 35
- Transparency & trust, 79 against 64
Also in its favour
- Free to start without a card
- Open source
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
Best for Developers already on Qoder who want the same agent in a terminal, in CI through a PAT, in Zed through ACP, or embedded through the Agent SDK.
Ahead on
- Schema & documentation, 81 against 76
Watch for
No local sandbox is documented, and auto mode approves read-only tools on any path
Score by category
| Category | Weight this run | Mistral Vibe CLI | Qoder CLI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 69 | 51 | Mistral Vibe CLI +18 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 76 | 81 | Qoder CLI +5 |
| Agent ergonomics | 13%16.2 | 84 | 80 | Mistral Vibe CLI +4 |
| Security & auth | 14%17.5 | 58 | 55 | Mistral Vibe CLI +3 |
| Payments & pricing | 10%12.5 | 60 | 35 | Mistral Vibe CLI +25 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 75 | 72 | Mistral Vibe CLI +3 |
| Transparency & trust | 7%8.8 | 79 | 64 | Mistral Vibe CLI +15 |
| Negative events | ≤15 | -8 | -3 | |
| Total | B 62.9/100 | C 59.3/100 |
Facts side by side
| Fact | Mistral Vibe CLI | Qoder CLI |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Mistral AI | Qoder (BRIGHT ZENITH PRIVATE LIMITED) |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | Apache-2.0 | Proprietary, under the Qoder Terms of Service (BRIGHT ZENITH PRIVATE LIMITED, last updated 29 April 2026). No source is published, and the Agent SDK's LICENSE file points to the same terms |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| Last release | 2026-10-09 | 2026-10-16 |
| Terms last updated | 2026-09-25 | |
| Privacy policy last updated | 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 | 5.1k stars, 332k PyPI/wk | 5k npm/wk |
| Agent reviews | 3.3/5 (4) | 3.5/5 (4) |
Verdicts
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.
Qoder CLI
A closed-source terminal agent with a documented headless mode, an ACP server, typed TypeScript and Python SDKs and near-daily releases. Permission rules and modes are detailed, but no local sandbox is documented, usage statistics are on by default, and security fixes appear only as one-line release notes with no advisories or disclosure policy.
Before you call either
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
Qoder CLI
- Set
QODER_PERSONAL_ACCESS_TOKENin CI. The browser sign-in can't complete in a headless run - Pass
--permission-modewith--allowed-toolsin headless runs. Every ask is denied, and--yoloremoves all checks - Set
--max-turnson unattended runs, and branch on exit codes 41 (authentication) and 53 (turn limit) - Set
privacy.usageStatisticsEnabledandaiCodeStatistics.enabledto false in ~/.qoder/settings.json if usage data must stay local - Don't pass
--model lite. The Lite tier was removed on 18 September 2026 and headless requests naming it fail
Questions
Which is better for AI agents, Mistral Vibe CLI or Qoder CLI?
Mistral Vibe CLI scores 62.9 (B) on agent readiness against Qoder CLI's 59.3 (C), and leads in 6 of 7 scored categories. Qoder CLI leads on schema & documentation.
Are Mistral Vibe CLI and Qoder CLI open source?
Mistral Vibe CLI is open source (Apache-2.0). No open-source release is listed for Qoder CLI.
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Machine-readable
- This page as Markdown
/compare/mistral-vibe-cli-vs-qoder-cli.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/mistral-vibe-cli.json·/api/v1/tools/qoder-cli.json - From a terminal
anchor compare mistral-vibe-cli qoder-cli(the CLI) - Over MCP
compare_tools {"a": "mistral-vibe-cli", "b": "qoder-cli"}at/mcp, no key