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Mistral

Codestral Embed

Codestral Embed is Mistral AI's embedding model specialised for code, for code search, retrieval and repository-level RAG.

text
codestral-embed

Our price

$0.16 / $0.16

input / output per 1M

Official

Not available

USD · Published rate · Updated 2026-10-12

First request

Available
curl 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

USD per million tokens. Compare price and context; these are not quality benchmarks.
ModelInputOutputContext
Codestral EmbedMistral · this model$0.16$0.16Unconfirmed
Ministral 3 8BMistral$0.16$0.16262,144
Gemini 2.5 Flash LiteGoogle$0.07$0.281,048,576
GPT-4.1 NanoOpenAI$0.07$0.281,047,576
Claude Haiku 5.5Anthropic$0.042353$0.2117641,000,000

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.

Related versions