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
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.
+ Estimate your workload− Estimate your workload
Estimated monthly cost
$0.8100
$0.0270 / day on BGE-M3
Same workload on:
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.
| Spec | BGE-M3 | BGE Large EN v1.5 | BGE Base EN v1.5 |
|---|---|---|---|
| Input /1M | $0.0135 | $0.0135 | $0.00675 |
| Output /1M | $0.00 | $0.00 | $0.00 |
| Context | 8K | 1K | 1K |
| Tools | No | No | No |
| Reasoning | No | No | No |
| Throughput | 1318 tok/s | 1381 tok/s | 1500 tok/s |
Quick start
Up and running in under two minutes.
- 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
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?
How much does the BGE-M3 API cost?
Does BGE-M3 support function calling?
How do I use BGE-M3?
More models by BAAI
| Model | Context | Input | Output |
|---|---|---|---|
| 1K | $0.00675 | $0.00 | |
| 1K | $0.0135 | $0.00 |