Codestral Embed 2505

Mistral chattool_usecode

API ID: mistralai/codestral-embed-2505

Input Price
$0.15
/1M tokens
Output Price
Free
/1M tokens

About Codestral Embed 2505

Codestral is Mistral AI's specialized code generation model, designed specifically for software development tasks. With 22 billion parameters trained extensively on code, it delivers exceptional performance on programming benchmarks and real-world development scenarios. Codestral excels at code completion, generation, explanation, and debugging across 80+ programming languages. The model features a 32K context window suitable for analyzing substantial codebases and generating complete implementations. It demonstrates particularly strong performance on Python, JavaScript, TypeScript, and systems languages. Codestral supports fill-in-the-middle completion, making it ideal for IDE integrations and coding assistants. The model is available through Mistral's API and as open weights for self-hosting. For developers seeking a dedicated coding AI that understands programming deeply, Codestral offers specialized capability that general-purpose models can't match. It's particularly valuable for code review automation, documentation generation, and AI-powered development tools.

๐Ÿ’ฐ
Price Ranking
#596 lowest price among 950 Chat models

Model Specifications

Context Length
8k
Max Output
โ€”
Release Date
2025-10-30
Capabilities
chat tool_use code
Input Modalities
text
Output Modalities
embeddings

Best For

  • Code generation, debugging, code review, refactoring
  • Conversations, content writing, general assistance

Consider Alternatives For

  • Image understanding (needs vision capability)

๐Ÿ’ฐ Real-World Cost Examples

Estimated monthly costs for common use cases

Personal AI Assistant
$0.07
/month
50 conversations/day, ~500 tokens each
Code Copilot
$0.72
/month
200 completions/day, ~1k tokens each
Customer Service Bot
$2.25
/month
1000 tickets/day, ~800 tokens each
Data Analysis Pipeline
$3.38
/month
500 analyses/day, ~2k tokens each

Mistral Model Lineup

Compare all models from Mistral to find the best fit

Model Input Output Context Capabilities
Codestral Embed 2505 Current Free Free 8k chat tool_use code
Pixtral 12B Free Free 4k chat vision
Mistral 7B Instruct v0.3 Free Free 33k chat
Mistral 7B Instruct Free Free 33k chat
Mixtral 8x22B (base) Free Free 66k chat
Mixtral 8x22B (base) Free Free 66k chat

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Alibaba Qwen Qwen2.5 Coder 32B Instruct
Input: $0.03
Output: $0.11
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๐Ÿš€ Quick Start

Get started with Codestral Embed 2505 API

OpenAI-compatible SDK
from openai import OpenAI

client = OpenAI(
    base_url="https://api.provider.com/v1",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="mistralai/codestral-embed-2505",
    messages=[
        {"role": "user", "content": "Hello!"}
    ]
)
print(response.choices[0].message.content)