Author's Description
[Mistral](/mistralai)'s cutting-edge language model for coding. Codestral specializes in low-latency, high-frequency tasks such as fill-in-the-middle (FIM), code correction and test generation. Learn more on their blog post: https://mistral.ai/news/codestral-2501/
Key Specifications
Supported Parameters
This model supports the following parameters:
Features
This model supports the following features:
Performance Summary
Mistral's Codestral 2501, a cutting-edge language model for coding, demonstrates competitive response times, performing among the faster models with a 56th percentile speed ranking. It also offers cost-effective solutions, ranking in the 62nd percentile for price. A standout feature is its exceptional reliability, achieving a 95th percentile, indicating very few technical issues and consistent usable responses. In terms of performance across benchmarks, Codestral 2501 shows strong capabilities in its specialized domain, achieving 82.0% accuracy in Coding (Baseline). It also excels in Instruction Following (64.0% accuracy) and General Knowledge (94.0% accuracy), with particularly fast response times in Instruction Following and Email Classification. While its Email Classification accuracy is 94.0%, its percentile ranking suggests this is a less competitive area. Key strengths include its robust coding performance, high reliability, and efficient instruction following. Notable weaknesses appear in Reasoning (52.0% accuracy) and Ethics (65.0% accuracy), where its accuracy percentiles are lower, suggesting these are areas for potential improvement. Overall, Codestral 2501 is a reliable and cost-efficient model, particularly strong for coding and instruction-based tasks.
Model Pricing
Current Pricing
Feature | Price (per 1M tokens) |
---|---|
Prompt | $0.3 |
Completion | $0.9 |
Price History
Available Endpoints
Provider | Endpoint Name | Context Length | Pricing (Input) | Pricing (Output) |
---|---|---|---|---|
Mistral
|
Mistral | mistralai/codestral-2501 | 262K | $0.3 / 1M tokens | $0.9 / 1M tokens |
Benchmark Results
Benchmark | Category | Reasoning | Free | Executions | Accuracy | Cost | Duration |
---|
Other Models by mistralai
|
Released | Params | Context |
|
Speed | Ability | Cost |
---|---|---|---|---|---|---|---|
Mistral: Mistral Medium 3.1 | Aug 13, 2025 | — | 262K |
Text input
Image input
Text output
|
★★ | ★★★★ | $$$$ |
Mistral: Codestral 2508 | Aug 01, 2025 | ~2.5B | 256K |
Text input
Text output
|
★★ | ★★ | $$$ |
Mistral: Devstral Medium | Jul 10, 2025 | — | 131K |
Text input
Text output
|
★★★ | ★★★★ | $$$ |
Mistral: Devstral Small 1.1 | Jul 10, 2025 | ~24B | 131K |
Text input
Text output
|
★★★ | ★★★★ | $$ |
Mistral: Mistral Small 3.2 24B | Jun 20, 2025 | 24B | 131K |
Text input
Image input
Text output
|
★★★★ | ★★★★ | $$ |
Mistral: Magistral Small 2506 | Jun 10, 2025 | ~24B | 40K |
Text input
Text output
|
★★ | ★★★ | $$$$ |
Mistral: Magistral Medium 2506 | Jun 07, 2025 | — | 40K |
Text input
Text output
|
★★★ | ★★★★ | $$$$$ |
Mistral: Devstral Small 2505 | May 21, 2025 | ~24B | 128K |
Text input
Text output
|
★★★★★ | ★★★★★ | $ |
Mistral: Mistral Medium 3 | May 07, 2025 | — | 131K |
Text input
Image input
Text output
|
★★★ | ★★★★★ | $$$$ |
Mistral: Mistral Small 3.1 24B | Mar 17, 2025 | 24B | 131K |
Text input
Image input
Text output
|
★★★★ | ★★★★ | $$ |
Mistral: Saba | Feb 17, 2025 | ~24B | 32K |
Text input
Text output
|
★★★ | ★★★★ | $$ |
Mistral: Mistral Small 3 | Jan 30, 2025 | 24B | 32K |
Text input
Text output
|
★★★★★ | ★★★★★ | $ |
Mistral Large 2411 | Nov 18, 2024 | ~32B | 131K |
Text input
Text output
|
★★★ | ★★★★ | $$$$$ |
Mistral Large 2407 | Nov 18, 2024 | ~32B | 131K |
Text input
Text output
|
★★★★ | ★★★★ | $$$$ |
Mistral: Pixtral Large 2411 | Nov 18, 2024 | ~124B | 131K |
Text input
Image input
Text output
|
★★ | ★★★★ | $$$$$ |
Mistral: Ministral 3B | Oct 16, 2024 | 3B | 32K |
Text input
Text output
|
★★★★★ | ★★★ | $ |
Mistral: Ministral 8B | Oct 16, 2024 | 8B | 128K |
Text input
Text output
|
★★★ | ★★★ | $$ |
Mistral: Pixtral 12B | Sep 09, 2024 | 12B | 32K |
Text input
Image input
Text output
|
★★★★ | ★★ | $$ |
Mistral: Mistral Nemo | Jul 18, 2024 | ~12B | 131K |
Text input
Text output
|
★★★★ | ★★ | $ |
Mistral: Mistral 7B Instruct | May 26, 2024 | 7B | 32K |
Text input
Text output
|
★★★★★ | ★★ | $$ |
Mistral: Mistral 7B Instruct v0.3 | May 26, 2024 | 7B | 32K |
Text input
Text output
|
★★★★★ | ★★ | $$ |
Mistral: Mixtral 8x22B Instruct | Apr 16, 2024 | 22B | 65K |
Text input
Text output
|
★★★ | ★★ | $$$$ |
Mistral Large | Feb 25, 2024 | ~32B | 128K |
Text input
Text output
|
★★★★ | ★★★ | $$$$ |
Mistral Medium Unavailable | Jan 09, 2024 | — | 32K |
Text input
Text output
|
★★★★ | ★★★ | $$$$ |
Mistral Tiny | Jan 09, 2024 | ~7B | 32K |
Text input
Text output
|
★★★★ | ★★ | $$$ |
Mistral Small | Jan 09, 2024 | ~22B | 32K |
Text input
Text output
|
★★★★ | ★★ | $$$ |
Mistral: Mistral 7B Instruct v0.2 Unavailable | Dec 27, 2023 | 7B | 32K |
Text input
Text output
|
★★★★★ | ★★ | $$$ |
Mistral: Mixtral 8x7B Instruct | Dec 09, 2023 | 56B | 32K |
Text input
Text output
|
★★★★★ | ★★ | $$ |
Mistral: Mistral 7B Instruct v0.1 | Sep 27, 2023 | 7B | 2K |
Text input
Text output
|
★★★★ | ★★ | $$ |