BGE-M3


BGE-M3 is Baai's embedding model with a 8K context window, starting at $0.010 / 1M input and $0.010 / 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 Window8K 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

ProviderStandard
Input
$ / 1M
Output
$ / 1M
Novita logo
Novita
novita/baai/bge-m3
$0.010$0.010

Cost Calculator

Preset:
Compares every provider & tier in USD

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Text Embedding 52K$0.025$0.000Available
Embed 4128K$0.120$0.470Available
Embed 4 Img$0.470$0.000Available
Embed 4 Txt$0.120$0.000Available
Text Embedding 42K$0.100$0.000Deprecated
Voyage 432K$0.060$0.000Available
Voyage 4 Large32K$0.120$0.000Available
Voyage 4 Lite32K$0.020$0.000Available
Voyage 3.532K$0.060$0.000Available
Voyage 3.5 Lite32K$0.020$0.000Available
BGE-M38K$0.010$0.010Current

Model IDs