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Claude Opus 4.6 vs DeepSeek V3 0324

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude Opus 4.6 and DeepSeek V3 0324.

Anthropic

Claude Opus 4.6

Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire workflows rather than single prompts, making it especially effective...

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DeepSeek

DeepSeek V3 0324

DeepSeek V3, a 685B-parameter, mixture-of-experts model, is the latest iteration of the flagship chat model family from the DeepSeek team. It succeeds the [DeepSeek V3](/deepseek/deepseek-chat-v3) model and performs really well...

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Technical Specifications

SpecificationClaude Opus 4.6DeepSeek V3 0324
ProviderAnthropicDeepSeek
Context Window1,000,000 tokens163,840 tokens
Agent Suitability95/100N/A
Time to First Token (TTFT)500 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-042025-03-24

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.6

$5.00

DeepSeek V3 0324

$0.24

Output Price per Million Tokens

Claude Opus 4.6

$25.00

DeepSeek V3 0324

$0.90

Want to test both models live?

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Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
9250.0%vsN/A
Claude Opus 4.6
DeepSeek V3 0324
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
Claude Opus 4.6
DeepSeek V3 0324
MATHComplex mathematical problem solving
8890.0%vsN/A
Claude Opus 4.6
DeepSeek V3 0324
GPQAGraduate-level expert reasoning
7980.0%vsN/A
Claude Opus 4.6
DeepSeek V3 0324
HellaSwagCommonsense reasoning and inference
9750.0%vsN/A
Claude Opus 4.6
DeepSeek V3 0324
MT-BenchMulti-turn conversation flow quality
965.0%vsN/A
Claude Opus 4.6
DeepSeek V3 0324

Claude Opus 4.6 Quirks & Gotchas

  • Best for long-context document analysis and legal review
  • Tool calling requires structured prompt — prone to verbose refusal without explicit output schema

DeepSeek V3 0324 Quirks & Gotchas

No developer gotchas reported.