Olmo3 Embed 7B measured on 3 of 261 Embeddings benchmarks3
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
54.7BEIR
Oct 2026released
4,096Dimensions
66K tokensMax input
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+15%—$0.01Max input: 66K tokens → 33K tokens+2
OpenNV Embed v2unstated+16%——Max input: 66K tokens → 33K tokens+1
BetterBge En IclunstatedOpen+14%—$0.01Max input: 66K tokens → 33K tokens+2BetterQwen 3 Embedding 4BunstatedOpen+13%—$0.02Max input: 66K tokens → 33K tokens+1iBetterE5 Mistral 7B InstructunstatedOpen+4%—$0.022Max input: 66K tokens → 33K tokens+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+15%—$0.01Max input: 66K tokens → 33K tokens+2Bge En IclunstatedOpen+14%—$0.01Max input: 66K tokens → 33K tokens+2Qwen 3 Embedding 4BunstatedOpen+13%—$0.02Max input: 66K tokens → 33K tokens+1iE5 Mistral 7B InstructunstatedOpen+4%—$0.022Max input: 66K tokens → 33K tokens+1Bge Multilingual Gemma2unstatedOpen+8%—$0.11Max input: 66K tokens → 8K tokens+2ModelScoreCostPriceWhat changes
NV Embed v2unstatedOpen+16%——Max input: 66K tokens → 33K tokens+1Qwen 3 Embedding 8BunstatedOpen+15%—$0.01Max input: 66K tokens → 33K tokens+2Bge En IclunstatedOpen+14%—$0.01Max input: 66K tokens → 33K tokens+2yLENS D8000unstatedOpen+13%——Max input: 66K tokens → 33K tokens+2iInf Retriever v1unstatedOpen+13%——Max input: 66K tokens → 33K tokens+1Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · 8-bit✓ 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 · Retrieval · English54.7#50
FAQ
How much does Olmo3 Embed 7B cost?›
There is no per-unit API price: self-host only.
Is Olmo3 Embed 7B free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Olmo3 Embed 7B, and what is it best at?›
#49 of 194 in Embeddings.
Is Olmo3 Embed 7B better than GTE ModernColBERT v1?›
On BEIR · Mean over tasks · English, Olmo3 Embed 7B scores 54.7 vs 54.8 — about the same.
When was Olmo3 Embed 7B released? Is there a newer version?›
Released 2026-10-14. It is the current version in its line.
Is Olmo3 Embed 7B open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Olmo3 Embed 7B locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Olmo3 Embed 7B?›
Olmo3 Embed 7B is an open-weights embeddings & retrieval model from petegordon, released Oct 2026.
What are the best alternatives to Olmo3 Embed 7B?›
Qwen 3 Embedding 8B (better), NV Embed v2 (open weights).