Octen Embedding 0.6B measured on 18 of 261 Embeddings benchmarks18
BenchmarkByScoreRank
Reranking6
Other12
No benchmark matches
price not verifiedprice
46.1RTEB French beta
Jan 2026released
1,024Dimensions
33K tokensMax input
en, zhLanguages
Alternatives?
ModelScoreCostPriceWhat changes
OBetterOcten Embedding 8BOpen+9%——Memory (4-bit): 0.4 GB → 4.5 GBlBetterOcten Law 8B v1Open+9%——Memory (4-bit): 0.4 GB → 4.5 GBOBetterOcten Embedding 8B INT8Open+9%——Memory (4-bit): 0.4 GB → 4.5 GBbBetterMoD EmbeddingOpen+5%——Memory (4-bit): 0.4 GB → 2.4 GBOBetterOcten Embedding 4BOpen+4%——Memory (4-bit): 0.4 GB → 2.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
OOcten Embedding 8BOpen+9%——Memory (4-bit): 0.4 GB → 4.5 GBlOcten Law 8B v1Open+9%——Memory (4-bit): 0.4 GB → 4.5 GBOOcten Embedding 8B INT8Open+9%——Memory (4-bit): 0.4 GB → 4.5 GBbMoD EmbeddingOpen+5%——Memory (4-bit): 0.4 GB → 2.4 GBOOcten Embedding 4BOpen+4%——Memory (4-bit): 0.4 GB → 2.4 GBModelScoreCostPriceWhat changes
OOcten Embedding 8BOpen+9%——Memory (4-bit): 0.4 GB → 4.5 GBlOcten Law 8B v1Open+9%——Memory (4-bit): 0.4 GB → 4.5 GBOOcten Embedding 8B INT8Open+9%——Memory (4-bit): 0.4 GB → 4.5 GBbMoD EmbeddingOpen+5%——Memory (4-bit): 0.4 GB → 2.4 GBOOcten Embedding 4BOpen+4%——Memory (4-bit): 0.4 GB → 2.4 GBModelScoreCostPriceWhat changes
OOcten Embedding 8BOpen+9%——Memory (4-bit): 0.4 GB → 4.5 GBOOcten Embedding 8B INT8Open+9%——Memory (4-bit): 0.4 GB → 4.5 GBOOcten Embedding 4BOpen+4%——Memory (4-bit): 0.4 GB → 2.4 GBOOcten Embedding 4B INT8Open+2%——Memory (4-bit): 0.4 GB → 2.4 GBOOcten VL Embedding Large-3%——Max input: 33K tokens → 32K tokens+1OOcten VL Embedding-6%——Max input: 33K tokens → 32K tokens+1All Octen models →Run 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 & RetrievalMTEB Dutch v1 · STS · Dutch77.1#45
FAQ
How much does Octen Embedding 0.6B cost?›
There is no per-unit API price: price not verified.
How good is Octen Embedding 0.6B, and what is it best at?›
#47 of 212 in Embeddings.
Is Octen Embedding 0.6B better than Litil Embed 0.6B?›
On RTEB Law beta · Mean over tasks · multilingual (4 languages), Octen Embedding 0.6B scores 71.1 vs 72.4 — lower.
When was Octen Embedding 0.6B released? Is there a newer version?›
Released 2026-01-10. It is the current version in its line.
Is Octen Embedding 0.6B open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Octen Embedding 0.6B locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Octen Embedding 0.6B?›
Octen Embedding 0.6B is an open-weights embeddings & retrieval model from Octen, released Jan 2026.
What are the best alternatives to Octen Embedding 0.6B?›
Octen Embedding 8B (better).