โ€” Coding Tool

Devstral

Last updated July 16, 2026ยทReviewed by ToolForge Editorial

Mistral's open coding agent model โ€” small enough to run locally, sharp enough to ship.

โ˜… 4.7/5ยทOpen-source communityยท2025ยทFree / self-host
Open weights (free) Coding plan
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Why Devstral is worth your attention in 2026

Devstral is one of the fastest-rising AI tools we tracked this year. Mistral's open coding agent model โ€” small enough to run locally, sharp enough to ship. We put it through two weeks of real tasks before writing this review.

Who it's for: Privacy-conscious developers and teams who want a self-hosted coding agent with no per-call cost.

Key features

Local Runs on your GPU

Quantized weights run on a single consumer card โ€” no API bills.

Agentic Multi-step coding

Handles edit-apply loops and tool use for repo-level tasks.

Open Apache-2.0 weights

Fine-tune, self-host, and audit the model freely.

Speed Small footprint

Fast inference compared to 70B+ counterparts.

The honest take

โœ“ What works

  • Free and open (Apache-2.0)
  • Runs fully offline / private
  • Good agentic coding for the size
  • Active community

โœ— What doesn't

  • Trails Claude Code on hardest tasks
  • Setup friction for non-devs
  • Needs a decent GPU to self-host

Verdict

Devstral is the open coding agent to beat for local-first teams. Pair it with Cursor or Claude Code for the best of both worlds โ€” privacy when you need it, frontier power when you don't.

๐Ÿ’ก Transparency: This review contains affiliate links. If you sign up through our link, we may earn a commission at no cost to you. We only recommend tools we use ourselves. Full disclosure.

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Open weights (free) ยท Free / self-host

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