BGE-M3 is Baai's embedding model with a 60K context window, available from 3 providers, starting at $0.01 / 1M input and $0.01 / 1M output. A multilingual, multi-functionality, multi-granularity text embedding model supporting dense, sparse, and multi-vector retrieval.
Specifications
Canonical IDbaai-bge-m3
TypeEmbedding
StatusActive
CreatorBaai
Providers
Context Window60K tokens
Input ModalitiesText
Output ModalitiesEmbedding
HuggingFace Likes2,931
HuggingFace Downloads (30d)16,521,768
HuggingFace Downloads (all-time)132,322,565

Capabilities

Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text·
Image·
Audio·
Video·
Embedding✓
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandard
Input
$ / 1M
Output
$ / 1M
Cloudflare Workers AI logo
Cloudflare Workers AI
@cf/baai/bge-m3
$0.012N/A
Libertai
libertai/bge-m3
$0.01N/A
Novita logo
Novita
novita/baai/bge-m3
$0.01$0.01

Cost Calculator

US Dollar ($)
Preset:

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
GigaChat Embeddings 9.3B—4K——Available
Embed 5 Fast128K$0.080—Deprecating
Embed 5 Pro128K$0.120—Deprecating
Text Embedding 52K$0.025—Deprecating
Embed 5 Fast Image——$0.400—Available
Embed 5 Fast Text——$0.080—Available
Embed 5 Pro Image——$0.500—Available
Embed 5 Pro Text——$0.120—Available
Voyage 432K$0.060—Available
Voyage 4 Large32K$0.120—Available
BGE-M3—60K$0.010$0.010Current

Model IDs

@cf/baai/bge-m3
accounts/fireworks/models/bge-m3
baai-bge-m3
BAAI/bge-m3
huggingface-sentencesimilarity-bge-m3
libertai/bge-m3
novita/baai/bge-m3