Pe Av Base
Dec 2025
Pe Av BaseCompare inon
Pe Av Base measured on 20 of 203 Multimodal benchmarks20
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
10.7MVEB text video v1
Dec 2025released
1,024Dimensions
1K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 VL Embedding 8BOpen×2.1—$0.09Memory (4-bit): 0.6 GB → 4.9 GBOpenQwen 3 VL Embedding 2B×2.3——Memory (4-bit): 0.6 GB → 1.3 GBBBetterBidirLM Omni 2.5B EmbeddingunstatedOpen×2——Memory (4-bit): 0.6 GB → 1.5 GBLBetterLCO Embedding Omni 7BunstatedOpen+95%——Memory (4-bit): 0.6 GB → 5.4 GBLBetterLCO Embedding Omni 3BunstatedOpen+65%——Memory (4-bit): 0.6 GB → 2.8 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 VL Embedding 8BOpen×2.1—$0.09Memory (4-bit): 0.6 GB → 4.9 GBQwen 3 VL Embedding 2BOpen×2.3——Memory (4-bit): 0.6 GB → 1.3 GBBBidirLM Omni 2.5B EmbeddingunstatedOpen×2——Memory (4-bit): 0.6 GB → 1.5 GBLLCO Embedding Omni 7BunstatedOpen+95%——Memory (4-bit): 0.6 GB → 5.4 GBLLCO Embedding Omni 3BunstatedOpen+65%——Memory (4-bit): 0.6 GB → 2.8 GBModelScoreCostPriceWhat changes
Qwen 3 VL Embedding 2BOpen×2.3——Memory (4-bit): 0.6 GB → 1.3 GBQwen 3 VL Embedding 8BOpen×2.1—$0.09Memory (4-bit): 0.6 GB → 4.9 GBBBidirLM Omni 2.5B EmbeddingunstatedOpen×2——Memory (4-bit): 0.6 GB → 1.5 GBLLCO Embedding Omni 7BunstatedOpen+95%——Memory (4-bit): 0.6 GB → 5.4 GBLLCO Embedding Omni 3BunstatedOpen+65%——Memory (4-bit): 0.6 GB → 2.8 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
Benchmarks
in Embeddings & RetrievalFAQ
How much does Pe Av Base cost?›
There is no per-unit API price: self-host only.
Is Pe Av Base free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Pe Av Base, and what is it best at?›
#12 of 27 in Multimodal.
Is Pe Av Base better than Omni Embed Nemotron 3B?›
On MVEB text video v1 · Video Clustering · English, Pe Av Base scores 10.7 vs 10.9 — about the same.
When was Pe Av Base released? Is there a newer version?›
Released 2025-12-22. It is the current version in its line.
Is Pe Av Base open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Pe Av Base locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Pe Av Base?›
Pe Av Base is an open-weights embeddings & retrieval model from Meta, released Dec 2025.
What are the best alternatives to Pe Av Base?›
Qwen 3 VL Embedding 8B (better), Qwen 3 VL Embedding 2B (open weights).