Opensearch Neural Sparse Encoding Doc v3 Distill measured on 3 of 261 Embeddings benchmarks3
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
50BEIR
Mar 2025released
1K tokensMax input
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterBge Base En v1.5unstatedOpen+6%—$0.005Memory (4-bit): 0 GB → 0.1 GB
OpenNV Embed v2unstated+26%——Memory (4-bit): 0 GB → 4.7 GB
BetterQwen 3 Embedding 8BunstatedOpen+25%—$0.01Languages: not verified+1BetterBge En IclunstatedOpen+24%—$0.01Languages: not verified+1BetterQwen 3 Embedding 0.6BunstatedOpen+11%—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Bge Base En v1.5unstatedOpen+6%—$0.005Memory (4-bit): 0 GB → 0.1 GBQwen 3 Embedding 8BunstatedOpen+25%—$0.01Languages: not verified+1Bge En IclunstatedOpen+24%—$0.01Languages: not verified+1Qwen 3 Embedding 0.6BunstatedOpen+11%—$0.01Languages: not verified+1Bge Large En v1.5unstatedOpen+9%—$0.01Memory (4-bit): 0 GB → 0.2 GBModelScoreCostPriceWhat changes
NV Embed v2unstatedOpen+26%——Memory (4-bit): 0 GB → 4.7 GBQwen 3 Embedding 8BunstatedOpen+25%—$0.01Languages: not verified+1Bge En IclunstatedOpen+24%—$0.01Languages: not verified+1yLENS D8000unstatedOpen+24%——Languages: not verified+1iInf Retriever v1unstatedOpen+23%——Memory (4-bit): 0 GB → 4.2 GBRun 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
History
2 versionsBenchmarks
in Embeddings & RetrievalFAQ
How much does Opensearch Neural Sparse Encoding Doc v3 Distill cost?›
There is no per-unit API price: self-host only.
Is Opensearch Neural Sparse Encoding Doc v3 Distill free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Opensearch Neural Sparse Encoding Doc v3 Distill, and what is it best at?›
#101 of 194 in Embeddings.
Is Opensearch Neural Sparse Encoding Doc v3 Distill better than Stella Base En v2?›
On BEIR · Mean over tasks · English, Opensearch Neural Sparse Encoding Doc v3 Distill scores 50 vs 50 — about the same.
When was Opensearch Neural Sparse Encoding Doc v3 Distill released? Is there a newer version?›
Released 2025-03-28. It is the current version in its line.
Is Opensearch Neural Sparse Encoding Doc v3 Distill open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Opensearch Neural Sparse Encoding Doc v3 Distill locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Opensearch Neural Sparse Encoding Doc v3 Distill?›
Opensearch Neural Sparse Encoding Doc v3 Distill is an open-weights embeddings & retrieval model from opensearch-project, released Mar 2025.
What are the best alternatives to Opensearch Neural Sparse Encoding Doc v3 Distill?›
Bge Base En v1.5 (better), NV Embed v2 (open weights).