BAAI

BAAI

BGE-M3

1024-dimension embeddings across 100+ languages, built for retrieval that has to work in more than English. The 8K window takes a whole page without chunking. Reach for it when the corpus is multilingual and the per-million rate matters.

Modalities

Text → Text

Usage

How much this model is actually called here.

Rank

#73

of 101 active models

Tokens served

72.8K

all-time

Platform share

0.0%

of all tokens

Pricing

Pay per token. Cached input bills at this model’s own cached rate, listed below.

$0.0135 /1M input$0.00 /1M output
Hobby10 req/day · 2K in / 500 out
~$0.01/mo
Production1,000 req/day · 2K in / 500 out
~$0.81/mo
Scale20,000 req/day · 2K in / 500 out
~$16.20/mo
+ Estimate your workload
1,000
2,000
500

Estimated monthly cost

$0.8100

$0.0270 / day on BGE-M3

Same workload on:

BGE Large EN v1.5$0.8100≈
BGE Base EN v1.5$0.4050-50%

Estimates use list pricing. Actual bills depend on real token counts, and every response includes its exact cost.

How it compares

Against the peers people actually weigh it against.

SpecBGE-M3BGE Large EN v1.5BGE Base EN v1.5
Input /1M$0.0135$0.0135$0.00675
Output /1M$0.00$0.00$0.00
Context8K1K1K
ToolsNoNoNo
ReasoningNoNoNo
Throughput1311 tok/s1067 tok/s1393 tok/s

Quick start

Up and running in under two minutes.

  1. 1

    Create an API key

    Sign up and grab a key from the dashboard — $0.50 free credit on the free tier, which covers BGE-M3. No card required.

    Get API key →
  2. 2

    Make your first request

    Submit a generation job and poll until it succeeds.

    curl https://kymaapi.com/v1/embeddings \
      -H "Authorization: Bearer YOUR_API_KEY" \
      -H "Content-Type: application/json" \
      -d '{
        "model": "bge-m3",
        "input": ["first document", "second document"]
      }'

FAQ

Common questions about this model.

What is the context window of BGE-M3?

BGE-M3 has a 8K-token context window — roughly 12 pages of text in a single request.

How much does the BGE-M3 API cost?

$0.0135 per 1M input tokens and $0.00 per 1M output tokens. No subscription; you pay only for what you use.

Does BGE-M3 support function calling?

No — BGE-M3 does not support tool calling. For agent workloads, choose a tools-enabled model from the catalog.

How do I use BGE-M3?

Kyma is OpenAI-compatible: point your SDK's base URL at https://kymaapi.com/v1, use your Kyma API key, and set the model to bge-m3. Signing up is free and includes $0.50 of credit on the free tier, which covers this model — no card required.

Start with $0.50 free credit on the free tier — no card required.Create account →

More models by BAAI

ModelContextInputOutput
BAAIBGE Base EN v1.51K$0.00675$0.00
BAAIBGE Large EN v1.51K$0.0135$0.00