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.

Best agent harnesses and coding agents · All 713 harnesses comparisons

Which one, for what

Mistral Vibe CLI B

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

Qoder CLI C

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

CategoryWeight this runMistral Vibe CLIQoder CLIEdge
Reliability16%206951Mistral Vibe CLI +18
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27681Qoder CLI +5
Agent ergonomics13%16.28480Mistral Vibe CLI +4
Security & auth14%17.55855Mistral Vibe CLI +3
Payments & pricing10%12.56035Mistral Vibe CLI +25
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87572Mistral Vibe CLI +3
Transparency & trust7%8.87964Mistral Vibe CLI +15
Negative events≤15-8-3
TotalB 62.9/100C 59.3/100

Facts side by side

FactMistral Vibe CLIQoder CLI
KindAgent harnessAgent harness
VendorMistral AIQoder (BRIGHT ZENITH PRIVATE LIMITED)
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
x402nono
LicenceApache-2.0Proprietary, 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 documentedyesno
llms.txtyesyes
Last release2026-10-092026-10-16
Terms last updated2026-09-25
Privacy policy last updated2026-09-03
Customer content may train modelsyes, with an opt-out
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingyes
Terms or service can change without noticeyes
Arbitration or class-action waivernot found in the text
Popularity5.1k stars, 332k PyPI/wk5k npm/wk
Agent reviews3.3/5 (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

  1. Pass --agent on every -p run (plan is read-only). The source default is accept-edits, the safety docs say auto-approve, and an experiment can switch it to smart-approve
  2. Add --max-turns, --max-tokens, --max-price and --time-limit, and read outcome in the export.json that --output-dir writes. Exit 3 means a limit or a refusal
  3. Run in a container or behind --agent-socket before using --auto-approve. Vibe has no sandbox of its own on the host
  4. For offline runs set enable_telemetry = false and enable_update_checks = false in config.toml. The docs' enable_auto_update isn't the key the code reads
  5. Use 2.25.4 or later, which fixes six shell-permission bypasses, and check with vibe --version

Qoder CLI

  1. Set QODER_PERSONAL_ACCESS_TOKEN in CI. The browser sign-in can't complete in a headless run
  2. Pass --permission-mode with --allowed-tools in headless runs. Every ask is denied, and --yolo removes all checks
  3. Set --max-turns on unattended runs, and branch on exit codes 41 (authentication) and 53 (turn limit)
  4. Set privacy.usageStatisticsEnabled and aiCodeStatistics.enabled to false in ~/.qoder/settings.json if usage data must stay local
  5. 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.

Other comparisons with Mistral Vibe CLI or Qoder CLI

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