Mxbai Embed Xsmall v1 measured on 3 of 261 Embeddings benchmarks3
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
42.8BEIR
Aug 2024released
384Dimensions
4K tokensMax input
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterBge Base En v1.5unstatedOpen+24%—$0.005Max input: 4K tokens → 1K tokens+1
OpenNV Embed v2unstated+48%——Memory (4-bit): 0 GB → 4.7 GBtBetterGte BaseunstatedOpen+19%—$0.005Max input: 4K tokens → 1K tokens+1iBetterE5 Base v2unstatedOpen+18%—$0.005Max input: 4K tokens → 1K tokens+1
BetterQwen 3 Embedding 8BunstatedOpen+47%—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Bge Base En v1.5unstatedOpen+24%—$0.005Max input: 4K tokens → 1K tokens+1tGte BaseunstatedOpen+19%—$0.005Max input: 4K tokens → 1K tokens+1iE5 Base v2unstatedOpen+18%—$0.005Max input: 4K tokens → 1K tokens+1Qwen 3 Embedding 8BunstatedOpen+47%—$0.01Languages: not verified+1Bge En IclunstatedOpen+45%—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
NV Embed v2unstatedOpen+48%——Memory (4-bit): 0 GB → 4.7 GBQwen 3 Embedding 8BunstatedOpen+47%—$0.01Languages: not verified+1Bge En IclunstatedOpen+45%—$0.01Languages: not verified+1yLENS D8000unstatedOpen+45%——Languages: not verified+1iInf Retriever v1unstatedOpen+44%——Memory (4-bit): 0 GB → 4.2 GBRun it yourself
estimateFits on✓ 8 GB (phone, laptop) · full quality✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalBEIR · Mean over tasks · English42.8#138
BEIR · Retrieval · English42.8#138
FAQ
How much does Mxbai Embed Xsmall v1 cost?›
There is no per-unit API price: price not verified.
How good is Mxbai Embed Xsmall v1, and what is it best at?›
#136 of 194 in Embeddings.
Is Mxbai Embed Xsmall v1 better than Bilingual Embedding Base?›
On BEIR · Mean over tasks · English, Mxbai Embed Xsmall v1 scores 42.8 vs 43.8 — lower.
When was Mxbai Embed Xsmall v1 released? Is there a newer version?›
Released 2024-08-13. It is the current version in its line.
Is Mxbai Embed Xsmall v1 open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Mxbai Embed Xsmall v1 locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Mxbai Embed Xsmall v1?›
Mxbai Embed Xsmall v1 is an open-weights embeddings & retrieval model from mixedbread-ai, released Aug 2024.
What are the best alternatives to Mxbai Embed Xsmall v1?›
Bge Base En v1.5 (better), NV Embed v2 (open weights).