Alternatives?
ModelScoreCostPer taskWhat changes
CheaperGLM-OCROpen-1%-62%$0.20 / $0.20Context: not verified+1XOpenTeleOCRsame——Context: 262K → 128K+1
CheaperPaddleOCR VL-2%-96%$0.02 / $0.02Context: 262K → 131K
CheaperDeepSeek OCR 2Open-6%-94%$0.03 / $0.03Context: 262K → 8K+1POpenPaddleOCR VL 1.6same——Context: 262K → 131K+1ModelScoreCostPer taskWhat changes
GLM-OCROpen-1%-62%$0.20 / $0.20Context: not verified+1PaddleOCR VL-2%-96%$0.02 / $0.02Context: 262K → 131KDeepSeek OCR 2Open-6%-94%$0.03 / $0.03Context: 262K → 8K+1ModelScoreCostPer taskWhat changes
Nothing here yet.
ModelScoreCostPer taskWhat changes
XTeleOCROpensame——Context: 262K → 128K+1PPaddleOCR VL 1.6Opensame——Context: 262K → 131K+1PPaddleOCR VL 1.5Open-2%——Context: 262K → 131K+1Unlimited OCROpen-3%——Context: 262K → 33K+1Qianfan OCROpen-3%——Context: 262K → 33K+1ModelScoreCostPer taskWhat changes
AOvis2.6 30B A3BOpen-3%——Memory (4-bit): 0.5 GB → 18 GBAOvis2 1BOpenn/a——Context: 262K → 33K+1AOvisOCR3Openn/a——All ATH-MaaS models →Run 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
LicenceApache-2.0free for commercial use
Benchmarks
in Vision & DocumentsOmniDocBench · v1.6 · full96.5#2
FAQ
How much does OvisOCR2 cost?›
$0.30 per 1M input tokens and $1.20 per 1M output tokens (cheapest host: Featherless).
Is OvisOCR2 free to use?›
There is no free API; the cheapest paid price is $0.30 per 1M input tokens. The weights are open, so you can run it yourself.
How good is OvisOCR2, and what is it best at?›
#2 of 22 in Vision & Documents.
Is OvisOCR2 better than TeleOCR?›
On OmniDocBench · v1.6 · full, OvisOCR2 scores 96.5 vs 96.9 — about the same.
How can I use OvisOCR2?›
Through the ATH-MaaS API.
What is the context window of OvisOCR2?›
262K tokens.
When was OvisOCR2 released? Is there a newer version?›
Released 2026-07-13. It is the current version in its line.
Is OvisOCR2 open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run OvisOCR2 locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
Can OvisOCR2 read images?›
It accepts text and images as input.
What is OvisOCR2?›
OvisOCR2 is an open-weights language model from ATH-MaaS, released Jul 2026.
What are the best alternatives to OvisOCR2?›
GLM-OCR (cheaper), TeleOCR (open weights).