SlideOn measured on 3 of 194 Embeddings benchmarks3
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
56.7BEIR
—released
8K tokensMax input
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+11%—$0.01Languages: not verified+1
OpenNV Embed v2unstated+12%——Memory (4-bit): 0.1 GB → 4.7 GB
BetterBge En IclunstatedOpen+10%—$0.01Languages: not verified+1BetterQwen 3 Embedding 4BunstatedOpen+9%—$0.02Languages: not verified+1BetterBge Multilingual Gemma2unstatedOpen+5%—$0.11Languages: not verified+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+11%—$0.01Languages: not verified+1Bge En IclunstatedOpen+10%—$0.01Languages: not verified+1Qwen 3 Embedding 4BunstatedOpen+9%—$0.02Languages: not verified+1Bge Multilingual Gemma2unstatedOpen+5%—$0.11Languages: not verified+1VVoyage 3 M Expunstated+20%——Languages: not verifiedModelScoreCostPriceWhat changes
NV Embed v2unstatedOpen+12%——Memory (4-bit): 0.1 GB → 4.7 GBQwen 3 Embedding 8BunstatedOpen+11%—$0.01Languages: not verified+1Bge En IclunstatedOpen+10%—$0.01Languages: not verified+1yLENS D8000unstatedOpen+9%——Languages: not verified+1iInf Retriever v1unstatedOpen+9%——Memory (4-bit): 0.1 GB → 4.2 GBModelScoreCostPriceWhat changes
lmLateOnOpensame——Memory (4-bit): 0.1 GB → 0.2 GBlLateOnOpensame——Max input: 8K tokens → 0K tokenslmDenseOnOpensame——Memory (4-bit): 0.1 GB → 0.2 GBlDenseOnOpensame——Max input: 8K tokens → 1K tokenslmSlideOnOpensame——Memory (4-bit): 0.1 GB → 0.2 GBlColBERT ZeroOpen-2%——Max input: 8K tokens → 1K tokenslGTE ModernColBERT v1Open-3%——Max input: 8K tokens → 0K tokenslColBERT Zero SupervisedOpen-8%——Max input: 8K tokens → 1K tokensAll lightonai 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 & RetrievalBEIR · Retrieval · English56.7#30
FAQ
How much does SlideOn cost?›
There is no per-unit API price: price not verified.
How good is SlideOn, and what is it best at?›
#30 of 196 in Embeddings.
Is SlideOn better than mDenseOn?›
On BEIR · Mean over task types · English, SlideOn scores 56.7 vs 56.7 — about the same.
Is SlideOn open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run SlideOn locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is SlideOn?›
SlideOn is an open-weights embeddings & retrieval model from lightonai.
What are the best alternatives to SlideOn?›
Qwen 3 Embedding 8B (better), NV Embed v2 (open weights).