Mistral

Codestral — Benchmark Scores, Pricing & Performance Analysis

Chatbot Arena ELO
1260
Output Speed
90 tok/s
Input Cost
$0.30/1M
Output Cost
$0.90/1M
Context Window
256K
Max Output
205K
Knowledge Cutoff
Mar 2025
Accepts
text, file

Codestral by Mistral demonstrates competitive pricing. View detailed benchmark data including scores across coding, math, reasoning, speed, and cost metrics.

Specifications last checked against the provider on . Benchmark scores carry their own source, linked beside each number.

General Benchmarks

MMLU-Pro
68.0%46th of 66

Massive Multitask Language Understanding professional benchmark

HuggingFace Leaderboard
Chatbot Arena ELO
126052nd of 74

Human preference ELO from blind head-to-head votes

LMSYS / HuggingFace

Coding Benchmarks

LiveCodeBench
48.0%35th of 66

Live competitive programming benchmark

livecodebench.github.io
HumanEval+
86.0%30th of 66

Code generation correctness with extended tests

Papers
SWE-bench Verified
40.0%40th of 67

Real-world software engineering task resolution

swebench.com
Design Arena ELO
1025103rd of 120

Human preference ELO for building things — websites, UI, games, charts, SVG

Design Arena (via OpenRouter)

Math Benchmarks

GSM8K
88.0%47th of 66

Grade school math word problems

Papers
MATH
72.0%45th of 66

Competition mathematics problem solving

Papers

Reasoning Benchmarks

ARC-AGI
24.0%37th of 66

Abstraction and Reasoning Corpus for general intelligence

arcprize.org
GPQA Diamond
44.0%123rd of 140

Graduate-level science Q&A by domain experts

Papers

Speed Benchmarks

Time to First Token
280 ms22nd of 92

Latency before first token arrives

Aggregated
Output Speed
90 tok/s37th of 94

Tokens generated per second

Aggregated

Cost Benchmarks

Input Cost
$0.30204th of 413

Cost per 1M input tokens

OpenRouter API
Cached Input Cost
$0.0325th of 136

Cost per 1M cached input tokens — the price that actually applies to a long agent conversation

OpenRouter API
Output Cost
$0.90190th of 413

Cost per 1M output tokens

OpenRouter API

Context Benchmarks

Context Length
256K156th of 451

Maximum context window size

OpenRouter API

Available from 6 providers

The same model costs different amounts depending on who serves it. You can bring your own key for 2 of these — connect it here.

ProviderInput / 1MOutput / 1MCached inContextYour key
DevPass (LLM Gateway)$0.3$0.9—256K—
Eden AI$0.3$0.9$0.03256K—
LLM Gateway$0.3$0.9—256K—
Merge Gateway$0.3$0.9—256K—
Mistral$0.3$0.9—256KSupported
Vercel AI Gateway$0.3$0.9—256KSupported

Codestral — Benchmark Scores Overview

Scores normalized to percentage scale for visual comparison. ELO scores mapped to 0-100 range (1100-1500).

Codestral — Frequently Asked Questions

How intelligent is Codestral?

Codestral scores 1260 on the Chatbot Arena ELO rating, making it a mid-tier AI model. This score is based on blind head-to-head human preference voting.

How much does Codestral cost?

Codestral costs $0.30 per 1M input tokens and $0.90 per 1M output tokens. This makes it one of the more affordable models.

How fast is Codestral?

Codestral generates output at 90 tokens per second, which is moderate compared to other models. The time to first token is 280 ms.

How good is Codestral at coding?

Codestral achieves 40.0% on SWE-bench Verified, demonstrating moderate real-world software engineering capability. This benchmark tests the model's ability to resolve actual GitHub issues.

How good is Codestral at math and reasoning?

Codestral scores 72.0% on the MATH benchmark (competition-level mathematics). It also achieves 44.0% on GPQA Diamond, a graduate-level science reasoning benchmark.

What is the context window of Codestral?

Codestral has a context window of 256K tokens. This determines how much text, conversation history, and code the model can process in a single request.

Who created Codestral?

Codestral was created by Mistral. It is classified as a mid model in our catalogue.

Is Codestral open source?

No, Codestral is a proprietary model. It is available through Mistral's API and compatible providers.