Pe Av Small
Dec 2025
Pe Av SmallCompare inon
Pe Av Small measured on 20 of 203 Multimodal benchmarks20
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
9MVEB text video v1
Dec 2025released
1,024Dimensions
1K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 VL Embedding 8BOpen+23%—$0.09Memory (4-bit): 0.5 GB → 4.9 GBBetterQwen 3 VL Embedding 2BOpen+17%——Memory (4-bit): 0.5 GB → 1.3 GBHBetterE5 Omni 7BunstatedOpen+13%——Memory (4-bit): 0.5 GB → 5.4 GBeBetterEbind Points VisionOpen+12%——Max input: 1K tokens → 0K tokens+1eBetterEbind Audio VisionOpen+12%——Max input: 1K tokens → 0K tokensModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 VL Embedding 8BOpen+23%—$0.09Memory (4-bit): 0.5 GB → 4.9 GBQwen 3 VL Embedding 2BOpen+17%——Memory (4-bit): 0.5 GB → 1.3 GBHE5 Omni 7BunstatedOpen+13%——Memory (4-bit): 0.5 GB → 5.4 GBeEbind Points VisionOpen+12%——Max input: 1K tokens → 0K tokens+1eEbind Audio VisionOpen+12%——Max input: 1K tokens → 0K tokensModelScoreCostPriceWhat changes
Qwen 3 VL Embedding 8BOpen+23%—$0.09Memory (4-bit): 0.5 GB → 4.9 GBQwen 3 VL Embedding 2BOpen+17%——Memory (4-bit): 0.5 GB → 1.3 GBHE5 Omni 7BunstatedOpen+13%——Memory (4-bit): 0.5 GB → 5.4 GBeEbind Points VisionOpen+12%——Max input: 1K tokens → 0K tokens+1eEbind Audio VisionOpen+12%——Max input: 1K tokens → 0K tokensModelScoreCostPriceWhat changes
Pe Av LargeOpen+8%——Memory (4-bit): 0.5 GB → 1.3 GBPe Av BaseOpensame——Memory (4-bit): 0.5 GB → 0.6 GBDinov2 BaseOpenn/a——Max input: not verifiedDinov2 GiantOpenn/a——Max input: not verified+1Dinov2 LargeOpenn/a——Max input: not verifiedDinov2 SmallOpenn/a——Max input: not verifiedAll Meta 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 & RetrievalFAQ
How much does Pe Av Small cost?›
There is no per-unit API price: self-host only.
Is Pe Av Small free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Pe Av Small, and what is it best at?›
#15 of 27 in Multimodal.
Is Pe Av Small better than Pe Av Base?›
On MVEB text video v1 · Any-to-any Retrieval · English, Pe Av Small scores 56.1 vs 57 — about the same.
When was Pe Av Small released? Is there a newer version?›
Released 2025-12-22. It is the current version in its line.
Is Pe Av Small open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Pe Av Small locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Pe Av Small?›
Pe Av Small is an open-weights embeddings & retrieval model from Meta, released Dec 2025.
What are the best alternatives to Pe Av Small?›
Qwen 3 VL Embedding 8B (better).