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DeepSeek V4 Pro vs o3

At a glance
DeepSeekDeepSeek V4 Pro

Open-source 1.6T-parameter MoE with 49B active, built for advanced reasoning and long-horizon agents.

821.0M ctx$0.43/$0.87 per M#21/92
OpenAIo3

OpenAI's most powerful reasoning model — top across math, coding, and science.

79200K ctx$2.00/$8.00 per M#27/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
DeepSeekDeepSeek V4 Pro
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
SmarterCheaper
Capability
CapabilityECI81.6
Reasoning & Knowledge
Graduate Science89.6%Expert-Level—Factual Recall57.0%
Math
Math Problems—Competition Math96.7%Research Math—
Coding
Real-World Coding77.6%Code Editing—
Agentic
Novel Reasoning—Task Horizon—
OpenAIo3
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI79.2
Reasoning & Knowledge
Graduate Science81.8%Expert-Level20.3%Factual Recall53.0%
Math
Math Problems97.8%Competition Math83.9%Research Math18.7%
Coding
Real-World Coding62.3%Code Editing81.3%
Agentic
Novel Reasoning6.5%Task Horizon1.5h
Specs
DeepSeekDeepSeek V4 Pro
1.0M
Context
256K
Max output
Apr 2026
Released
OpenAIo3
200K
Context
100K
Max output
Apr 2025
Released
Capabilities
DeepSeekDeepSeek V4 Pro
Vision
Audio
Reasoning
OpenAIo3
Vision
Audio
Reasoning
Pricing
DeepSeekDeepSeek V4 Pro
Live pricing, shown before you run
Input$0.43/M tokens
Output$0.87/M tokens
Cache read$0.004/M tokens
OpenAIo3
Live pricing, shown before you run
Input$2.00/M tokens
Output$8.00/M tokens
Cache read$0.50/M tokens
Web search$0.01/search
Chat with DeepSeek V4 ProGo to model
Chat with o3Go to model
Frequently Asked Questions: DeepSeek V4 Pro vs o3▼

Which is better, DeepSeek V4 Pro or o3?

▼

Based on the Capability Index, DeepSeek V4 Pro scores higher (81.6 vs 79.2). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, DeepSeek V4 Pro or o3?

▼

DeepSeek V4 Pro has a lower blended cost. DeepSeek V4 Pro: $0.43 input / $0.87 output. o3: $2.00 input / $8.00 output.

Which has a larger context window, DeepSeek V4 Pro or o3?

▼

DeepSeek V4 Pro has a larger context window: DeepSeek V4 Pro supports 1M tokens vs o3 at 200K tokens.

Do both DeepSeek V4 Pro and o3 support vision?

▼

o3 supports vision/image input, but DeepSeek V4 Pro does not.

Which has better coding performance, DeepSeek V4 Pro or o3?

▼

DeepSeek V4 Pro scores higher on SWE-bench Verified: DeepSeek V4 Pro resolves 78% vs o3 at 62%.

What are the key differences between DeepSeek V4 Pro and o3?

▼

Key differences: DeepSeek V4 Pro is significantly cheaper; only o3 supports vision input. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both DeepSeek V4 Pro and o3 for free on idapt.app to see which performs better for your specific needs.

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