Sante Embed measured on 6 of 261 Embeddings benchmarks6
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
42.3MTEB Medical v1
Sep 2026released
1,536Dimensions
131K tokensMax input
en, es, fr +6Languages
Alternatives?
ModelScoreCostPriceWhat changes
cBetterF2LLM v2 14BunstatedOpen+6%——Max input: 131K tokens → 41K tokens+1
OpenGte Qwen2 7B Instructunstated+5%——Max input: 131K tokens → 33K tokens+2cBetterF2LLM v2 8BunstatedOpen+4%——Max input: 131K tokens → 41K tokens+1cBetterF2LLM v2 4BunstatedOpen+4%——Max input: 131K tokens → 41K tokens+1OpenGte Qwen1.5 7B Instructunstatedsame——Max input: 131K tokens → 33K tokens+2ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
cF2LLM v2 14BunstatedOpen+6%——Max input: 131K tokens → 41K tokens+1Gte Qwen2 7B InstructunstatedOpen+5%——Max input: 131K tokens → 33K tokens+2cF2LLM v2 8BunstatedOpen+4%——Max input: 131K tokens → 41K tokens+1cF2LLM v2 4BunstatedOpen+4%——Max input: 131K tokens → 41K tokens+1ModelScoreCostPriceWhat changes
Gte Qwen2 7B InstructunstatedOpen+5%——Max input: 131K tokens → 33K tokens+2cF2LLM v2 8BunstatedOpen+4%——Max input: 131K tokens → 41K tokens+1cF2LLM v2 4BunstatedOpen+4%——Max input: 131K tokens → 41K tokens+1Gte Qwen1.5 7B InstructunstatedOpensame——Max input: 131K tokens → 33K tokens+2Gte Qwen2 1.5B InstructunstatedOpensame——Max input: 131K tokens → 33K tokens+1Run 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 & RetrievalFAQ
How much does Sante Embed cost?›
There is no per-unit API price: self-host only.
Is Sante Embed free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Sante Embed, and what is it best at?›
#39 of 220 in Embeddings.
Is Sante Embed better than F2LLM v2 1.7B?›
On MTEB Medical v1 · Mean over task types · multilingual (10 languages), Sante Embed scores 65.2 vs 65.4 — about the same.
When was Sante Embed released? Is there a newer version?›
Released 2026-09-15. It is the current version in its line.
Is Sante Embed open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Sante Embed locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Sante Embed?›
Sante Embed is an open-weights embeddings & retrieval model from Singaraj, released Sep 2026.
What are the best alternatives to Sante Embed?›
F2LLM v2 14B (better), Gte Qwen2 7B Instruct (open weights).