EvoQwen2.5 VL Retriever 7B v1 measured on 4 of 203 Multimodal benchmarks4
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
87.3MIEB lite
Nov 2025released
3,584Dimensions
128K tokensMax input
enLanguages
Ranking?
Full ranking →···
16ColNanoVDR Q Ettin150M ColVec8B 640 ML90.717EvoQwen2.5 VL Retriever 7B v190.718EvoQwen2.5 VL Retriever 3B v190.7Strong at
Alternatives?
ModelScoreCostPriceWhat changes
DOpenArgus Colqwen3.5 9B v0unstated+2%——Max input: 128K tokens → 33K tokens+1
OpenNemotron Colembed VL 8B v2+2%——Languages: not verified+1DOpenArgus Colqwen3.5 4B v0unstated+2%——Max input: 128K tokens → 33K tokensvOpenVultronRetrieverCore Qwen3.5 4.5B+2%——vOpenVultronRetrieverPrime Qwen3.5 8B+2%——Memory (4-bit): 4.2 GB → 5 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
DArgus Colqwen3.5 9B v0unstatedOpen+2%——Max input: 128K tokens → 33K tokens+1Nemotron Colembed VL 8B v2Open+2%——Languages: not verified+1DArgus Colqwen3.5 4B v0unstatedOpen+2%——Max input: 128K tokens → 33K tokensvVultronRetrieverCore Qwen3.5 4.5BOpen+2%——vVultronRetrieverPrime Qwen3.5 8BOpen+2%——Memory (4-bit): 4.2 GB → 5 GBRun 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
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does EvoQwen2.5 VL Retriever 7B v1 cost?›
There is no per-unit API price: self-host only.
Is EvoQwen2.5 VL Retriever 7B v1 free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is EvoQwen2.5 VL Retriever 7B v1, and what is it best at?›
#17 of 89 in Multimodal. Strongest at: Embeddings & Retrieval.
Is EvoQwen2.5 VL Retriever 7B v1 better than ColNanoVDR Q Ettin150M ColVec8B 640 ML?›
On MIEB English · Document Understanding · English, EvoQwen2.5 VL Retriever 7B v1 scores 90.7 vs 90.7 — about the same.
When was EvoQwen2.5 VL Retriever 7B v1 released? Is there a newer version?›
Released 2025-11-04. It is the current version in its line.
Is EvoQwen2.5 VL Retriever 7B v1 open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run EvoQwen2.5 VL Retriever 7B v1 locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is EvoQwen2.5 VL Retriever 7B v1?›
EvoQwen2.5 VL Retriever 7B v1 is an open-weights embeddings & retrieval model from ApsaraStackMaaS, released Nov 2025.
What are the best alternatives to EvoQwen2.5 VL Retriever 7B v1?›
Argus Colqwen3.5 9B v0 (open weights).