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DeepSeek V4 Pro vs Claude 3.5 Haiku

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
AnthropicClaude 3.5 Haiku

Fast and accurate with enhanced coding and tool use capabilities.

61200K ctx$0.80/$4.00 per M#68/92
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%Factual Recall57.0%
Math
Math Problems—Competition Math96.7%Research Math—
Coding
Real-World Coding77.6%Code Editing—
AnthropicClaude 3.5 Haiku
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI61.4
Reasoning & Knowledge
Graduate Science38.1%Factual Recall6.7%
Math
Math Problems46.4%Competition Math4.3%Research Math0.3%
Coding
Real-World Coding—Code Editing28.0%
Specs
DeepSeekDeepSeek V4 Pro
1.0M
Context
256K
Max output
Apr 2026
Released
AnthropicClaude 3.5 Haiku
200K
Context
8K
Max output
Nov 2024
Released
Capabilities
DeepSeekDeepSeek V4 Pro
Vision
Audio
Reasoning
AnthropicClaude 3.5 Haiku
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
AnthropicClaude 3.5 Haiku
Live pricing, shown before you run
Input$0.80/M tokens
Output$4.00/M tokens
Cache read$0.08/M tokens
Cache write$1.00/M tokens
Web search$0.01/search
Chat with DeepSeek V4 ProGo to model
Chat with Claude 3.5 HaikuGo to model
Frequently Asked Questions: DeepSeek V4 Pro vs Claude 3.5 Haiku▼

Which is better, DeepSeek V4 Pro or Claude 3.5 Haiku?

▼

Based on the Capability Index, DeepSeek V4 Pro scores higher (81.6 vs 61.4). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, DeepSeek V4 Pro or Claude 3.5 Haiku?

▼

DeepSeek V4 Pro has a lower blended cost. DeepSeek V4 Pro: $0.43 input / $0.87 output. Claude 3.5 Haiku: $0.80 input / $4.00 output.

Which has a larger context window, DeepSeek V4 Pro or Claude 3.5 Haiku?

▼

DeepSeek V4 Pro has a larger context window: DeepSeek V4 Pro supports 1M tokens vs Claude 3.5 Haiku at 200K tokens.

Do both DeepSeek V4 Pro and Claude 3.5 Haiku support vision?

▼

Claude 3.5 Haiku supports vision/image input, but DeepSeek V4 Pro does not.

What are the key differences between DeepSeek V4 Pro and Claude 3.5 Haiku?

▼

Key differences: DeepSeek V4 Pro has a notably higher capability index (20.2 point gap); only Claude 3.5 Haiku supports vision input; only DeepSeek V4 Pro offers extended reasoning mode. 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 Claude 3.5 Haiku for free on idapt.app to see which performs better for your specific needs.

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