There is no per-unit API price: self-host only.
There is no free API. The weights are open, so you can run it yourself.
#33 of 89 in Multimodal.
On MIEB lite · Document Understanding · English, OmniEmbed v0.1 scores 81.5 vs 82.6 — lower.
Released 2025-04-12. It is the current version in its line.
Yes, the weights are open (MIT licence).
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
OmniEmbed v0.1 is an open-weights embeddings & retrieval model from Tevatron, released Apr 2025.
Jina Embeddings v4 (better), Argus Colqwen3.5 9B v0 (open weights).
BetterJina Embeddings v4unstatedOpen+7%—$0.05DOpenArgus Colqwen3.5 9B v0unstated+10%——
BetterNemotron Colembed VL 8B v2Open+10%——DBetterArgus Colqwen3.5 4B v0unstatedOpen+10%——vBetterVultronRetrieverPrime Qwen3.5 8BOpen+9%——