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Gemini Embedding 001

State-of-the-art embedding model with excellent performance across English, multilingual and code tasks.

text
gemini-embedding-001
Open in playground

Our price

$0.158825 / $0.635299

input / output per 1M

Official

Not available

USD · Published rate · Updated 2026-10-12

First request

Available
curl https://api.tokely.me/v1/chat/completions \
  -H "Authorization: Bearer $TOKELY_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "gemini-embedding-001",
    "messages": [{"role": "user", "content": "Hello!"}],
    "max_tokens": 1024
  }'

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
Model max output
4,096 tokens
Cached input price
$0.158825 per 1M tokens
Provider
Google
API model ID
gemini-embedding-001
Category
Text
Endpoints
POST /v1/chat/completions
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: gemini-embedding-001
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
Gemini Embedding 001Google · this model$0.158825$0.635299Unconfirmed
MiMo V2.6 FlashXiaomi$0.252$0.5041,050,000
Llama 3.2 1B InstructMeta$0.6$0.1560,000
GLM 5.3 FlashChatGLM$0.20625$0.68751,048,576
GPT-OSS 120BOpenAI$0.1331$0.5324131,072

Frequently asked questions

How much does Gemini Embedding 001 cost?

$0.158825 per million input tokens, $0.635299 per million output tokens and $0.158825 per million cached input tokens. Usage is charged to your Tokely balance.

Do I need a separate Google 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 gemini-embedding-001 and use /v1/chat/completions. Keep your Tokely base URL and API key.

More Google models & prices

Compare Gemini Embedding 001 with other Google versions and with the official developer rates.

All Google models on Tokely · Cheap Gemini API — Model Prices & Discounts · Compare AI API gateways · Estimate your token cost