LanguageBind Omni measured on 21 of 203 Multimodal benchmarks21
BenchmarkByScoreRank
Reranking8
Other13
No benchmark matches
price not verifiedprice
37.4MIEB lite
Oct 2023released
0K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
BetterJina Embeddings v5 Omni NanounstatedOpen+59%—$0.02
OpenQwen 3 VL Embedding 2B×2.2——Memory (4-bit): 0.7 GB → 1.3 GBBetterJina Embeddings v5 Omni SmallunstatedOpen+64%—$0.05Memory (4-bit): 0.7 GB → 1 GBBetterQwen 3 VL Embedding 8BOpen×2—$0.09Memory (4-bit): 0.7 GB → 4.9 GBzBetterUME R1 7BOpen×2.1——Memory (4-bit): 0.7 GB → 5 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Jina Embeddings v5 Omni NanounstatedOpen+59%—$0.02Jina Embeddings v5 Omni SmallunstatedOpen+64%—$0.05Memory (4-bit): 0.7 GB → 1 GBQwen 3 VL Embedding 8BOpen×2—$0.09Memory (4-bit): 0.7 GB → 4.9 GBQwen 3 VL Embedding 2BOpen×2.2——Memory (4-bit): 0.7 GB → 1.3 GBzUME R1 7BOpen×2.1——Memory (4-bit): 0.7 GB → 5 GBModelScoreCostPriceWhat changes
Qwen 3 VL Embedding 2BOpen×2.2——Memory (4-bit): 0.7 GB → 1.3 GBzUME R1 7BOpen×2.1——Memory (4-bit): 0.7 GB → 5 GBzUME R1 2BOpen×2——Memory (4-bit): 0.7 GB → 1.3 GBLLCO Embedding Omni 7BunstatedOpen×2——Memory (4-bit): 0.7 GB → 5.4 GBQwen 3 VL Embedding 8BOpen×2—$0.09Memory (4-bit): 0.7 GB → 4.9 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
LicenceMITfree for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does LanguageBind Omni cost?›
There is no per-unit API price: price not verified.
How good is LanguageBind Omni, and what is it best at?›
#26 of 56 in Multimodal.
Is LanguageBind Omni better than Xclip Large Patch14?›
On MVEB v1 · Video Centric QA · English, LanguageBind Omni scores 28.4 vs 29.2 — about the same.
When was LanguageBind Omni released? Is there a newer version?›
Released 2023-10-03. It is the current version in its line.
Is LanguageBind Omni open source?›
Yes, the weights are open (MIT licence).
Can I run LanguageBind Omni locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is LanguageBind Omni?›
LanguageBind Omni is an open-weights embeddings & retrieval model from LanguageBind, released Oct 2023.
What are the best alternatives to LanguageBind Omni?›
Jina Embeddings v5 Omni Nano (better), Qwen 3 VL Embedding 2B (open weights).