About This Site
State-of-the-art open-source coding models and CLI agent for software engineering. Devstral 2 is a state-of-the-art, 123B-parameter open-source coding model, a dense transformer supporting a 256K context window. It achieves 72.2% on SWE-bench Verified, establishing it as one of the best open-weight models while remaining highly cost-efficient. Released under a modified MIT license, Devstral 2 sets the open state-of-the-art for code agents. Mistral Vibe CLI is a native, open-source command-line coding assistant powered by Devstral, designed to solve software engineering tasks autonomously by exploring, modifying, and executing changes across codebases using natural language.
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Key Features AI
Core Features
State-of-the-art open-source coding model (Devstral 2)
High performance on SWE-bench Verified (72.2% for Devstral 2, 68.0% for Devstral Small 2)
Large context window (256K)
Cost-efficient (up to 7x more than Claude Sonnet)
Compact and efficient model sizes
Code Agent Excellence (explores codebases, orchestrates changes, maintains architecture-level context)
Smart Error Handling (tracks dependencies, detects failures, retries with corrections)
Multi-File Orchestration across entire codebases
Native, open-source command-line coding assistant (Mistral Vibe CLI)
Customizable CLI for specific languages or enterprise codebases
Project-Aware Context and Smart References in CLI
Persistent History, autocompletion, and customizable themes in CLI
IDE Integration for Mistral Vibe CLI (Zed extension, Agent Communication Protocol)
Image Input Support for Devstral Small 2
Advantages
Achieves state-of-the-art performance on SWE-bench Verified for open-weight models.
Highly cost-efficient compared to other leading models.
Compact model sizes allow for practical deployment on limited hardware.
Open-source with permissive licenses (Modified MIT, Apache 2.0).
Features advanced agentic capabilities like multi-file orchestration and smart error handling.
Mistral Vibe CLI provides a native, customizable, and integrated terminal experience.
Devstral Small 2 supports single-GPU/CPU operation and multimodal applications.
Currently free via API for Devstral 2.
缺点：Devstral 2 requires significant GPU resources for self-hosted deployment (minimum 4 H100-class GPUs).
缺点：Future pricing for API access will apply, moving from the current free offering.
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