—per task?
self-host onlyprice
—output speed?
262Kcontext
Alternatives?
ModelScoreCostPer taskWhat changes
XBetterTeleOCROpen+3%——Context: 262K → 128KABetterOvisOCR2Open+3%—$0.30 / $1.20PBetterPaddleOCR VL 1.6Open+3%——Context: 262K → 131KPOpenPaddleOCR VL 1.5+1%——Context: 262K → 131K
OpenUnlimited OCRsame——Context: 262K → 33KModelScoreCostPer taskWhat changes
Nothing here yet.
ModelScoreCostPer taskWhat changes
XTeleOCROpen+3%——Context: 262K → 128KAOvisOCR2Open+3%—$0.30 / $1.20PPaddleOCR VL 1.6Open+3%——Context: 262K → 131KModelScoreCostPer taskWhat changes
XTeleOCROpen+3%——Context: 262K → 128KAOvisOCR2Open+3%—$0.30 / $1.20PPaddleOCR VL 1.6Open+3%——Context: 262K → 131KPPaddleOCR VL 1.5Open+1%——Context: 262K → 131KUnlimited OCROpensame——Context: 262K → 33KModelScoreCostPer taskWhat changes
AOvisOCR2Open+3%—$0.30 / $1.20AOvis2 1BOpenn/a——Context: 262K → 33KAOvisOCR3Openn/a——All ATH-MaaS models →Run it yourself
estimateFits on✗ 8 GB (phone, laptop)✗ 16 GB✓ 24 GB GPU · compressed✓ 48 GB GPU · 8-bit✓ 80 GB GPU · full quality
LicenceApache-2.0free for commercial use
Benchmarks
in Vision & DocumentsOmniDocBench · v1.6 · full93.7#10
FAQ
How much does Ovis2.6 30B A3B cost?›
There is no per-unit API price: self-host only.
Is Ovis2.6 30B A3B free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Ovis2.6 30B A3B, and what is it best at?›
#10 of 22 in Vision & Documents.
Is Ovis2.6 30B A3B better than Youtu Parsing?›
On OmniDocBench · v1.6 · full, Ovis2.6 30B A3B scores 93.7 vs 93.7 — about the same.
What is the context window of Ovis2.6 30B A3B?›
262K tokens.
When was Ovis2.6 30B A3B released? Is there a newer version?›
Released 2026-02-12. It is the current version in its line.
Is Ovis2.6 30B A3B open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Ovis2.6 30B A3B locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
Can Ovis2.6 30B A3B read images?›
It accepts text and images as input.
What is Ovis2.6 30B A3B?›
Ovis2.6 30B A3B is an open-weights language model from ATH-MaaS, released Feb 2026.
What are the best alternatives to Ovis2.6 30B A3B?›
TeleOCR (better).