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docTR vs Qwen-VL

DocTR is cheaper per page; docTR is faster; only docTR supports confidence; only Qwen-VL supports tables, handwriting, math, multilingual.

docTRmindee/doctrQwen-VLqwen/qwen-vl
TypeOpen sourceOpen source
Price1 credit / page2 credits / page
Per 1,000 pages$1.00$2.00
Typical speed0.9 s / page2.0 s / page
Best forWord-level OCR with positionsFlexible extraction with prompts
InputsPDF, imagesPDF, images
LanguagesMainly Latin scripts30+ languages
Max pages per request500200
TablesNo✓ Yes
HandwritingNo✓ Yes
MathNo✓ Yes
Bounding boxes✓ Yes✓ Yes
Confidence✓ YesNo
FormsNoNo
MultilingualNo✓ Yes
On OCRRouterComing soonComing soon

Prices are what you pay on OCRRouter. Speed is the provider's typical figure, not a benchmark we ran.

What each one is

docTR

Open-source OCR library from Mindee with separate text detection and recognition models.

docTR details

Qwen-VL

Alibaba's open-weight vision language models (Qwen2.5-VL, Qwen3-VL). Strong general OCR and grounding.

Qwen-VL details

Use one, fall back to the other

Request body
{
  "model": "mindee/doctr",
  "fallbacks": ["qwen/qwen-vl"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

docTR alternativesQwen-VL alternatives