DeepSeek-OCR vs Nova 2.0 Omni (medium): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the DeepSeek-OCR vs Nova 2.0 Omni (medium) Showdown

After a comprehensive analysis, DeepSeek-OCR emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Nova 2.0 Omni (medium) remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed DeepSeek-OCR vs Nova 2.0 Omni (medium) comparison will break down every critical metric to help you make the best decision.

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Model Snapshot

Key decision metrics at a glance.

DeepSeek-OCR

DeepSeek

Reasoning: 6
Coding: 6
Multimodal: 5
Long Context: 8
Blended Price / 1M tokens: $0.000
P95 Latency: 1000ms
Tokens per second: 310.675tokens/sec

Nova 2.0 Omni (medium)

Other

Reasoning: 9
Coding: 2
Multimodal: 2
Long Context: 3
Blended Price / 1M tokens: $0.001
P95 Latency: 1000ms
Tokens per second: —

Overall Capabilities

The capability radar provides a holistic view of the DeepSeek-OCR vs Nova 2.0 Omni (medium) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our DeepSeek-OCR vs Nova 2.0 Omni (medium) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `DeepSeek-OCR` vs `Nova 2.0 Omni (medium)`.

Benchmark Breakdown

For a granular look, this chart directly compares scores across standardized benchmarks. In the critical MMLU Pro test, a key part of the DeepSeek-OCR vs Nova 2.0 Omni (medium) debate, DeepSeek-OCR scores 60 against Nova 2.0 Omni (medium)'s 90. This data-driven approach is essential for any serious DeepSeek-OCR vs Nova 2.0 Omni (medium) comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the DeepSeek-OCR vs Nova 2.0 Omni (medium) decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

DeepSeek-OCR300ms

Nova 2.0 Omni (medium)300ms

Tokens per Second

DeepSeek-OCR310.675

Nova 2.0 Omni (medium)22

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The Economics of DeepSeek-OCR vs Nova 2.0 Omni (medium)

Power is only one part of the equation. This DeepSeek-OCR vs Nova 2.0 Omni (medium) pricing analysis gives you a true sense of value.

Pricing Breakdown

Compare input and output pricing at a glance.

Real-World Cost Scenario

To process 1M input tokens and generate 250k output tokens, DeepSeek-OCR would cost $0.000, whereas Nova 2.0 Omni (medium) would cost $0.001. This practical calculation is vital for any developer considering the DeepSeek-OCR vs Nova 2.0 Omni (medium) choice.

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