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 from BAAI supporting dense, sparse, and multi-vector retrieval.
Spec
Canonical IDbaai-bge-m3
TypeEmbedding
StatusActive
CreatorBaai
Providers
Context Window8K tokens
Input ModalitiesText
Output ModalitiesEmbedding

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
baai/bge-m3
$0.010$0.010

Cost Calculator

Preset:
Compares every provider & tier in USD

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Text Embedding 0052K$0.025$0.000Available
Embed 4128K$0.120$0.470Available
Embed 4128K$0.120$0.000Available
NV Embed QA 4$0.100$0.100Available
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
Text Embedding 3.7 Large Exp8K$0.100$0.000Available
Voyage 3.532K$0.060$0.000Available
BGE-M38K$0.010$0.010Current

HuggingFace

2,925 likes15,833,271 downloads/month130,243,739 total downloads

Model IDs