USER2 Base measured on 9 of 194 Embeddings benchmarks9
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
56.4MTEB Russian v1.1
Apr 2025released
8K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+6%—$0.002Max input: 8K tokens → 2K tokens+1aOpenGiga Embeddings Instructunstated+23%——Max input: 8K tokens → 4K tokens+1
BetterQwen 3 Embedding 8BunstatedOpen+16%—$0.01Memory (4-bit): 0 GB → 4.5 GBBetterQwen 3 Embedding 0.6BunstatedOpen+4%—$0.01Memory (4-bit): 0 GB → 0.4 GBBetterQwen 3 Embedding 4BunstatedOpen+13%—$0.02Memory (4-bit): 0 GB → 2.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen+6%—$0.002Max input: 8K tokens → 2K tokens+1Qwen 3 Embedding 8BunstatedOpen+16%—$0.01Memory (4-bit): 0 GB → 4.5 GBQwen 3 Embedding 0.6BunstatedOpen+4%—$0.01Memory (4-bit): 0 GB → 0.4 GBQwen 3 Embedding 4BunstatedOpen+13%—$0.02Memory (4-bit): 0 GB → 2.4 GBiE5 Mistral 7B InstructunstatedOpen+9%—$0.022Memory (4-bit): 0 GB → 4.3 GBModelScoreCostPriceWhat changes
aGiga Embeddings InstructunstatedOpen+23%——Max input: 8K tokens → 4K tokens+1aGiga Embeddings Instruct 10B A1.8B 0826unstatedOpen+23%——Memory (4-bit): 0 GB → 6.3 GBaGiga Embeddings Instruct 3B 0826unstatedOpen+22%——Memory (4-bit): 0 GB → 1.9 GBQwen 3 Embedding 8BunstatedOpen+16%—$0.01Memory (4-bit): 0 GB → 4.5 GBaFRIDAOpen+16%——Max input: 8K tokens → 1K 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 USER2 Base cost?›
There is no per-unit API price: price not verified.
How good is USER2 Base, and what is it best at?›
#72 of 194 in Embeddings.
Is USER2 Base better than F2LLM v2 330M?›
On MTEB Russian v1.1 · Mean over task types · Russian, USER2 Base scores 59.5 vs 60.4 — about the same.
When was USER2 Base released? Is there a newer version?›
Released 2025-04-19. It is the current version in its line.
Is USER2 Base open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run USER2 Base locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is USER2 Base?›
USER2 Base is an open-weights embeddings & retrieval model from collections, released Apr 2025.
What are the best alternatives to USER2 Base?›
EmbeddingGemma 300M (better), Giga Embeddings Instruct (open weights).