codestral-2501

completions

byopenrouter

codestral-2501

completions

Published by: mistralaiProvider:

openrouter

[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/

Released

Jan 13, 2025

Knowledge

Jul 17, 2024

Context

262144

Input

$0.3 / 1M tokens

Output

$0.9 / 1M tokens

Capabilities: tools

Accepts: text

Returns: text

Released Jan 13, 2025Knowledge Cutoff: Jul 17, 2024

Context: 262144 Input: $0.3 / 1M tokensOutput: $0.9 / 1M tokensCapabilities: toolsAccepts: textReturns: text

Access codestral-2501 through LangDB AI Gateway

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Benchmark Results for codestral-2501

Category Performance Scores:

Academia: Score 22.20 (Top 84% - Rank #300)
Marketing: Score 35.08 (Top 69% - Rank #247)
Programming: Score 24.50 (Top 64% - Rank #229)
Science: Score 33.44 (Top 89% - Rank #318)
Writing: Score 32.56 (Top 82% - Rank #293)

Overall Performance: 29.555888888888894 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
AIME	4.30	Top 79%	Mathematics
AA Coding Index	24.50	Top 64%	Programming
AAII	13.20	Top 76%	General
GPQA	31.20	Top 90%	STEM (Physics, Chemistry, Biology)
HLE	4.50	Top 49%	General Knowledge
LiveCodeBench	24.30	Top 66%	Programming
MATH-500	60.70	Top 72%	Mathematics
MMLU-Pro	44.60	Top 88%	General Knowledge
SciCode	24.70	Top 56%	Scientific

GPQA Score: 31.20 - Graduate-level reasoning benchmark

Model Comparison:

Provider: openrouter

Model Type: completions

Context Size: 262144 tokens

Comparing against 357 models in the database

Category Scores

Benchmark Tests

View Other Benchmarks

AIME

4.3

Mathematics

AA Coding Index

24.5

Programming

AAII

13.2

General

GPQA

31.2

STEM (Physics, Chemistry, Biology)

HLE

4.5

General Knowledge

LiveCodeBench

24.3

Programming

MATH-500

60.7

Mathematics

MMLU-Pro

44.6

General Knowledge

SciCode

24.7

Scientific

Metric	AIME	AA Coding Index	AAII	GPQA	HLE	LiveCodeBench	MATH-500	MMLU-Pro	SciCode
Score	4.3	24.5	13.2	31.2	4.5	24.3	60.7	44.6	24.7

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Code Examples

Integration samples and API usage

Code Samples for codestral-2501

Python SDK Example:

from openai import OpenAI

client = OpenAI(
    base_url="https://api.us-east-1.langdb.ai/projects/<your_project_id>",
    api_key="<your_api_key>"
)

response = client.chat.completions.create(
    model="codestral-2501",
    messages=[
        {"role": "user", "content": "Hello, how are you?"}
    ]
)

print(response.choices[0].message.content)

TypeScript SDK Example:

import OpenAI from 'openai';

const client = new OpenAI({
    baseURL: "https://api.us-east-1.langdb.ai/projects/<your_project_id>",
    apiKey: "<your_api_key>"
});

const response = await client.chat.completions.create({
    model: "codestral-2501",
    messages: [
        { role: "user", content: "Hello, how are you?" }
    ]
});

console.log(response.choices[0].message.content);

cURL Example:

curl -X POST "https://api.us-east-1.langdb.ai/projects/<your_project_id>/v1/chat/completions" \
  -H "Authorization: Bearer <your_api_key>" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "codestral-2501",
    "messages": [
        {"role": "user", "content": "Hello, how are you?"}
    ]
  }'

Model: codestral-2501

Provider: openrouter

API Endpoint: $https://api.us-east-1.langdb.ai

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codestral-2501 by openrouter - AI Model Details, Pricing, and Performance Metrics

codestral-2501

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Access codestral-2501 through LangDB AI Gateway

Category Scores

Benchmark Tests

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Code Examples

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