Noql measured on 9 of 261 Embeddings benchmarks9
BenchmarkByScoreRank
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self-host onlyprice
64.2MTEB Persian v2
Sep 2026released
768Dimensions
1K tokensMax input
PersianLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+15%—$0.002Languages: not verified+1cOpenF2LLM v2 8Bunstated+22%——Memory (4-bit): 0 GB → 4.5 GB
BetterBge M3unstatedOpen+11%—$0.01Languages: not verified+1iBetterMultilingual E5 LargeunstatedOpen+9%—$0.01Memory (4-bit): 0 GB → 0.3 GBiBetterE5 Mistral 7B InstructunstatedOpen+5%—$0.022Memory (4-bit): 0 GB → 4.3 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen+15%—$0.002Languages: not verified+1Bge M3unstatedOpen+11%—$0.01Languages: not verified+1iMultilingual E5 LargeunstatedOpen+9%—$0.01Memory (4-bit): 0 GB → 0.3 GBiE5 Mistral 7B InstructunstatedOpen+5%—$0.022Memory (4-bit): 0 GB → 4.3 GB
Jina Embeddings v3unstatedOpen+10%—$0.05Memory (4-bit): 0 GB → 0.3 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+22%——Memory (4-bit): 0 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+21%——Memory (4-bit): 0 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+18%——Memory (4-bit): 0 GB → 1 GBcF2LLM v2 0.6BunstatedOpen+15%——Memory (4-bit): 0 GB → 0.4 GBEmbeddingGemma 300MunstatedOpen+15%—$0.002Languages: not verified+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 Noql cost?›
There is no per-unit API price: self-host only.
Is Noql free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Noql, and what is it best at?›
#43 of 149 in Embeddings.
Is Noql better than F2LLM v2 80M?›
On MTEB Persian v2 · Mean over task types · Persian, Noql scores 61.6 vs 63.6 — lower.
When was Noql released? Is there a newer version?›
Released 2026-09-22. It is the current version in its line.
Is Noql open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Noql locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Noql?›
Noql is an open-weights embeddings & retrieval model from shekar-ai, released Sep 2026.
What are the best alternatives to Noql?›
EmbeddingGemma 300M (better), F2LLM v2 8B (open weights).