WebAI ColVec1 4B measured on 5 of 203 Multimodal benchmarks5
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
86.9MIEB lite
Apr 2026released
262K tokensMax input
Ranking?
Full ranking →···
20Tomoro Colqwen3 Embed 4B86.921WebAI ColVec1 4B86.922EvoQwen2.5 VL Retriever 3B v186.7Strong at
Alternatives?
ModelScoreCostPriceWhat changes
DBetterArgus Colqwen3.5 9B v0unstatedOpen+3%——Max input: 262K tokens → 33K tokens+1
BetterNemotron Colembed VL 8B v2Open+3%——Memory (4-bit): 2.7 GB → 5.2 GBDBetterArgus Colqwen3.5 4B v0unstatedOpen+3%——Max input: 262K tokens → 33K tokens+1vBetterVultronRetrieverPrime Qwen3.5 8BOpen+2%——Memory (4-bit): 2.7 GB → 5 GBvBetterVultronRetrieverCore Qwen3.5 4.5BOpen+2%——ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
DArgus Colqwen3.5 9B v0unstatedOpen+3%——Max input: 262K tokens → 33K tokens+1Nemotron Colembed VL 8B v2Open+3%——Memory (4-bit): 2.7 GB → 5.2 GBDArgus Colqwen3.5 4B v0unstatedOpen+3%——Max input: 262K tokens → 33K tokens+1vVultronRetrieverPrime Qwen3.5 8BOpen+2%——Memory (4-bit): 2.7 GB → 5 GBvVultronRetrieverCore Qwen3.5 4.5BOpen+2%——ModelScoreCostPriceWhat changes
DArgus Colqwen3.5 9B v0unstatedOpen+3%——Max input: 262K tokens → 33K tokens+1Nemotron Colembed VL 8B v2Open+3%——Memory (4-bit): 2.7 GB → 5.2 GBDArgus Colqwen3.5 4B v0unstatedOpen+3%——Max input: 262K tokens → 33K tokens+1vVultronRetrieverPrime Qwen3.5 8BOpen+2%——Memory (4-bit): 2.7 GB → 5 GBvVultronRetrieverCore Qwen3.5 4.5BOpen+2%——Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · 8-bit✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
Licencemultipleno commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does WebAI ColVec1 4B cost?›
There is no per-unit API price: self-host only.
Is WebAI ColVec1 4B free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is WebAI ColVec1 4B, and what is it best at?›
#21 of 89 in Multimodal. Strongest at: Embeddings & Retrieval.
Is WebAI ColVec1 4B better than Tomoro Colqwen3 Embed 4B?›
On MIEB lite · Document Understanding · English, WebAI ColVec1 4B scores 86.9 vs 86.9 — about the same.
When was WebAI ColVec1 4B released? Is there a newer version?›
Released 2026-04-05. It is the current version in its line.
Is WebAI ColVec1 4B open source?›
Yes, the weights are open (multiple licence).
Can I run WebAI ColVec1 4B locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is WebAI ColVec1 4B?›
WebAI ColVec1 4B is an open-weights embeddings & retrieval model from webAI-Official, released Apr 2026.
What are the best alternatives to WebAI ColVec1 4B?›
Argus Colqwen3.5 9B v0 (better).