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

#72

of 98 active models

Tokens served

71.2K

all-time

Platform share

0.0%

of all tokens

Tokens · last 15 daysSep 3Sep 17

Two clocks, and why they disagree

Kyma measures this model twice. Both are real; they answer different questions.

Probe · every 6h · 30 days

0.40s to answer

One fixed prompt, on a schedule, to every model. Comparable, because the model is the only thing that changes.

Observations
158
Answered by a substitute
0

Real traffic · last 7 days

0.32s to answer

Your requests, at the lengths clients actually send. Not comparable between models, but it is what running this one feels like.

Requests
20
Completed
100%
p95
1.4 s

Production prompts here are shorter than the probe's. Use the probe figure to choose between models, the traffic figure to budget for your own.

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
Throughput1318 tok/s1381 tok/s1500 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