Explore Mistral's Codestral 2508 for Coding

Efficiently handle coding tasks with Codestral 2508's advanced capabilities.

Input: text Output: text Context: 256,000 tokens Release: 2025-08-01

Released in August 2025 by Mistral, the Codestral 2508 is designed for developers who need efficient solutions for coding tasks. With a substantial context window of 256,000 tokens, this model handles text-based inputs and outputs, making it ideal for complex code correction, fill-in-the-middle tasks, and test generation. It supports a variety of parameters like frequency penalty, max tokens, and temperature, allowing for fine-tuned control over the output. Whether you're generating structured outputs or selecting specific tools, Codestral 2508 offers a robust platform for high-frequency coding tasks.

Use Cases

Here are a few ways teams apply Mistral: Codestral 2508 in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Improve code accuracy with correction features

Generate tests for robust software development

Fill in code gaps efficiently with FIM tasks

Optimize coding workflows with structured outputs

Key Features

A quick look at the capabilities that make this model useful in real projects.

Specializes in fill-in-the-middle tasks

Supports code correction and test generation

256,000 token context window

Customizable with various parameters

Handles text inputs and outputs

Specs

Overview

Vendor
mistralai

Model ID
mistralai/codestral-2508

Release
2025-08-01

Modalities & context

Input
text

Output
text

Context
256,000 tokens

Parameters & defaults

Supported parameters: frequency_penalty, max_tokens, presence_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_p

Defaults: temperature 0.3, top_p 0.95

Benchmark tests: Mistral: Codestral 2508

We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.

Text

Prompt:

Write 150 words on how AI might positively upend work, leisure and creativity

Artificial Intelligence (AI) is poised to revolutionize work, leisure, and creativity in profound ways. In the workplace, AI can automate repetitive tasks, freeing humans for more strategic roles, while enhancing productivity through data-driven insights. Creative fields like writing, design, and music may see AI as a collaborator, generating ideas and refining outputs, though it also raises ethical concerns about originality. For leisure, AI-powered personal assistants can curate experiences, from travel planning to entertainment, tailoring recommendations to individual preferences. Virtual reality and AI-driven simulations could redefine gaming and social interaction, offering immersive, personalized experiences. However, the biggest challenge lies in ensuring equitable access and addressing job displacement. By fostering lifelong learning and ethical AI development, society can harness AI’s potential to enrich human potential while maintaining balance between innovation and human-centric values. The future of AI is not just about efficiency but about reimagining how we live, work, and create.

Run this prompt on Upend.AI

Ready to try Mistral: Codestral 2508?

Chat with Mistral: Codestral 2508

up.end

/ˌəpˈend/

verb

To “upend” means to completely disrupt, overturn, or drastically change the established order or structure of something. It implies a significant shift or alteration that can potentially have far-reaching consequences. When something is upended, it is turned upside down or transformed in a way that challenges conventional norms or expectations. The term often carries a sense of innovation, transformation, and sometimes even a hint of upheaval, indicating that the changes are not just minor adjustments but rather a fundamental reimagining of the status quo.

Privacy Terms