DeepSeek-OCR is a vision-language model launched by DeepSeek AI, focusing on optical character recognition (OCR) and “contextual optical compression.” The model is designed to explore the limits of compressing contextual information from images, efficiently processing documents and converting them into structured text formats such as Markdown. The model requires an image as input.
DeepSeek-OCR vs DeepSeek V3
Compare DeepSeek-OCR from DeepSeek and DeepSeek V3 from DeepSeek on key metrics including benchmarks, price, context length, and other model features. Access both models and hundreds of others through the AIHubMix API.
It has been automatically upgraded to the latest released version, 250324. Automatically upgraded to the latest released version 250324.
Pricing & Specifications
Prices are per million tokens. Time to First Token and throughput are rolling averages measured on AIHubMix.
Promotional prices show the discounted rate; see each model page for promotion windows.
Activity Past 30 Days
Daily traffic served through AIHubMix — how demand for each model is trending.
Tokens / day
Requests / day
Performance Past 3 Days
Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.
Throughput (tok/s)
TTFT (s)
Uptime (%)
Cost calculator
Estimate your monthly bill for the same workload on each model.
Monthly = daily × 30. Discounted rates applied where a promotion is active.
FAQ
Which is cheaper: DeepSeek-OCR, DeepSeek V3?
DeepSeek-OCR: $0.02/M output tokens; DeepSeek V3: $1.088/M. Use the cost calculator above to estimate your own workload.
Which responds faster?
DeepSeek-OCR: 1.2s time to first token measured on AIHubMix; see the live performance charts above for how each model behaves across the day.
How large is each context window?
DeepSeek-OCR accepts 8,000 and DeepSeek V3 accepts 1,638,000 input tokens.
Which one generates tokens faster?
DeepSeek-OCR at 89.3 tok/s and DeepSeek V3 at 66.5 tok/s, measured as output throughput on AIHubMix — a separate metric from time to first token.
What inputs and capabilities does each model support?
DeepSeek-OCR accepts text and image input; DeepSeek V3 accepts text input and supports tool calling, function calling and structured outputs.
Can I call DeepSeek-OCR and DeepSeek V3 with the same API key?
Yes. AIHubMix serves every model on this page behind one OpenAI-compatible endpoint, so switching between them is a one-line change to the model field — no second account, key or SDK.
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