Devstral vs. StarCoder Comparison


Devstral Mistral AI	StarCoder BigCode	+	+
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About Devstral is an open source, agentic large language model (LLM) developed by Mistral AI in collaboration with All Hands AI, specifically designed for software engineering tasks. It excels at navigating complex codebases, editing multiple files, and resolving real-world issues, outperforming all open source models on the SWE-Bench Verified benchmark with a score of 46.8%. Devstral is fine-tuned from Mistral-Small-3.1 and features a long context window of up to 128,000 tokens. It is optimized for local deployment on high-end hardware, such as a Mac with 32GB RAM or an Nvidia RTX 4090 GPU, and is compatible with inference frameworks like vLLM, Transformers, and Ollama. Released under the Apache 2.0 license, Devstral is available for free and can be accessed via Hugging Face, Ollama, Kaggle, Unsloth, and LM Studio.	About StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+ programming languages, Git commits, GitHub issues, and Jupyter notebooks. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. We fine-tuned StarCoderBase model for 35B Python tokens, resulting in a new model that we call StarCoder. We found that StarCoderBase outperforms existing open Code LLMs on popular programming benchmarks and matches or surpasses closed models such as code-cushman-001 from OpenAI (the original Codex model that powered early versions of GitHub Copilot). With a context length of over 8,000 tokens, the StarCoder models can process more input than any other open LLM, enabling a wide range of interesting applications. For example, by prompting the StarCoder models with a series of dialogues, we enabled them to act as a technical assistant.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Supported Android Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Software developers and engineering teams seeking a tool to assist with code exploration, debugging, and multi-file editing tasks	Audience Developers interested in an LLM for code generation
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $0.1 per million input tokens Free Version Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Mistral AI Founded: 2023 France mistral.ai/news/devstral	Company Information BigCode Founded: 2023 huggingface.co/blog/starcoder
Alternatives DeepCoder Agentica Project	Alternatives CodeGemma Google
DeepSWE Agentica Project	CodeQwen Alibaba
Mistral Vibe Mistral AI	DeepSeek Coder DeepSeek
Devstral Small 2 Mistral AI	DeepSeek-Coder-V2 DeepSeek
Devstral 2 Mistral AI View All	Mercury Coder Inception Labs View All
Categories AI Coding Models Supported AI Models Supported	Categories AI Code Generators Supported AI Coding Assistants Supported AI Coding Models Supported AI Copilots Supported AI Models Supported AI Tools Supported Large Language Models Supported

Integrations LM Studio Supported ChatGPT Not Supported CodeQwen Not Supported Git Not Supported GitHub Not Supported Hugging Face Supported Kaggle Supported Mistral AI Supported Mistral Code Supported Ollama Supported OpenAI Not Supported Python Not Supported Tabby Not Supported Taylor AI Not Supported Unsloth Supported Visual Studio Code Not Supported Show More Integrations View All 7 Integrations	Integrations LM Studio Supported ChatGPT Supported CodeQwen Supported Git Supported GitHub Supported Hugging Face Not Supported Kaggle Not Supported Mistral AI Not Supported Mistral Code Not Supported Ollama Not Supported OpenAI Supported Python Supported Tabby Supported Taylor AI Supported Unsloth Not Supported Visual Studio Code Supported Show More Integrations View All 10 Integrations
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