Mistral
Codestral Embed
Codestral Embed is Mistral AI's embedding model specialised for code, for code search, retrieval and repository-level RAG.
Our price
input / output per 1M
Official
Not available
USD · Published rate · Updated 2026-10-12
First request
Availablecurl https://api.tokely.me/v1/embeddings \
-H "Authorization: Bearer $TOKELY_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "codestral-embed",
"input": "Hello!"
}'Set TOKELY_API_KEY to your dashboard key. Requests require a funded Tokely balance. Base URL: https://api.tokely.me/v1.
Capabilities & limits
- Context window
- Unconfirmed
- Cached input price
- $0.016 per 1M tokens
- Provider
- Mistral
- API model ID
codestral-embed- Category
- Text
- Endpoints
POST /v1/embeddings- Tokely max output
- 4,096 tokens / request, including reasoning tokens
- Default output
- 256 tokens. Set an explicit limit for longer responses.
- Request limits
- 16 MB JSON body (including base64) · 128 messages · 32 function tools
- Rate limit
- 60 requests / minute / account, across its keys
- Supported input
- Text and function tool results
- Model modalities
- text. Tokely accepts text, inline images and PDFs where listed above; audio and video input are not enabled.
API reference
Authenticate with Authorization: Bearer YOUR_TOKELY_API_KEY. Use an OpenAI SDK with the Tokely base URL.
- model
- Required string:
codestral-embed - messages
- An array of system, developer, user, assistant and tool messages.
- max_tokens
- Optional integer, 1–4,096. Defaults to 256.
- stream
- Streaming has not been verified for this model.
The response contains choices with message or tool_calls, finish_reason, and usage (prompt_tokens, completion_tokens, total_tokens). Streaming sends chat completion chunks.
- 400 / 415
- Invalid request, parameter, endpoint for this model, or content type.
- 401 / 403
- Invalid, revoked or restricted API key.
- 402
- Insufficient account balance or API key budget.
- 429
- Request limit reached. Retry after the indicated delay.
- 502 / 503 / 504
- Upstream failure, temporary service unavailability or request timeout.
Compare nearby prices
| Model | Input | Output | Context |
|---|---|---|---|
| Codestral EmbedMistral · this model | $0.16 | $0.16 | Unconfirmed |
| Ministral 3 8BMistral | $0.16 | $0.16 | 262,144 |
| Gemini 2.5 Flash LiteGoogle | $0.07 | $0.28 | 1,048,576 |
| GPT-4.1 NanoOpenAI | $0.07 | $0.28 | 1,047,576 |
| Claude Haiku 5.5Anthropic | $0.042353 | $0.211764 | 1,000,000 |
Frequently asked questions
How much does Codestral Embed cost?
$0.16 per million input tokens, $0.16 per million output tokens and $0.016 per million cached input tokens. Usage is charged to your Tokely balance.
Do I need a separate Mistral account?
Use your Tokely API key and balance. A separate provider key is not required.
How do I switch to this model?
Set model to codestral-embed and use /v1/embeddings. Keep your Tokely base URL and API key.