Codestral vs. Qwen3.8-Flash-Next Comparison


Codestral Mistral AI	Qwen3.8-Flash-Next Alibaba	+	+
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About We introduce Codestral, our first-ever code model. Codestral is an open-weight generative AI model explicitly designed for code generation tasks. It helps developers write and interact with code through a shared instruction and completion API endpoint. As it masters code and English, it can be used to design advanced AI applications for software developers. Codestral is trained on a diverse dataset of 80+ programming languages, including the most popular ones, such as Python, Java, C, C++, JavaScript, and Bash. It also performs well on more specific ones like Swift and Fortran. This broad language base ensures Codestral can assist developers in various coding environments and projects.	About Qwen3.8-Flash-Next is an open-weight multimodal Mixture-of-Experts model and an early preview of the architecture planned for Qwen4. It systematically upgrades attention, residual connections, embeddings, and optimization to improve capability, computational efficiency, model capacity, and training stability. Its hybrid architecture combines Gated DeltaNet, which efficiently compresses historical information, with Qwen Sparse Attention, which selects important context at the micro-block level to reduce attention and indexing costs on long sequences. Gated Residual widens the residual stream into four branches and dynamically controls information flow across layers, while N-gram Embedding adds large-scale local-pattern memory with very little extra per-token computation and can be offloaded to host memory. The model uses a 125B-parameter main network plus 51B N-gram embedding parameters, while activating only 6B parameters per token.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers interested in a large language model for coding	Audience Developers, researchers, and AI teams seeking to run or study an efficient multimodal open-weight model with long-context reasoning, coding, multilingual, and agentic capabilities
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Open source Free Version Supported Free Trial Not Supported	Pricing $2 per 1M (input) Free Version Not 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 Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Mistral AI Founded: 2023 France mistral.ai/	Company Information Alibaba Founded: 1999 China qwen.ai/blog
Alternatives Codestral Mamba Mistral AI	Alternatives GPT-6.1 Terra OpenAI
DeepSeek-Coder-V2 DeepSeek	Gemini 4 Argon Google
DeepSeek-V2 DeepSeek	Claude Sonnet 5.5 Anthropic
Code Llama Meta	Qwen3.5 Alibaba
CodeQwen Alibaba View All	Qwen3.8-2.4T-A95B Alibaba View All
Categories AI Code Generators Supported AI Code Refactoring Supported AI Coding Assistants Supported AI Coding Models Supported AI Models Supported Foundation Models Supported Large Language Models Supported Open-Weight AI Models Supported	Categories AI Coding Models Supported AI Models Supported AI Reasoning Models Supported Foundation Models Supported Large Language Models Supported Multimodal Models Supported Open-Weight AI Models Supported

Integrations Python Supported AlphaCorp Supported Bash Supported CSS Supported Echo AI Supported EvalsOne Supported Fleak Supported Happy Shrimp 1.0 Not Supported JavaScript Supported Julia Supported Microsoft Foundry Agent Service Supported Mistral AI Supported ModelScope Not Supported NexalAI Supported Odysseus Not Supported Superinterface Supported Verta Supported promptmate.io Supported thisorthis.ai Supported Show More Integrations View All 102 Integrations	Integrations Python Supported AlphaCorp Not Supported Bash Not Supported CSS Not Supported Echo AI Not Supported EvalsOne Not Supported Fleak Not Supported Happy Shrimp 1.0 Supported JavaScript Not Supported Julia Not Supported Microsoft Foundry Agent Service Not Supported Mistral AI Not Supported ModelScope Supported NexalAI Not Supported Odysseus Supported Superinterface Not Supported Verta Not Supported promptmate.io Not Supported thisorthis.ai Not Supported Show More Integrations View All 21 Integrations
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