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Claude Opus 4 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 and DeepSeek V3 0324.

Anthropic

Claude Opus 4

Claude Opus 4 is benchmarked as the world’s best coding model, at time of release, bringing sustained performance on complex, long-running tasks and agent workflows. It sets new benchmarks in...

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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 4DeepSeek V3 0324
ProviderAnthropicDeepSeek
Context Window200,000 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-05-222025-03-24

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4

$15.00

DeepSeek V3 0324

$0.24

Output Price per Million Tokens

Claude Opus 4

$75.00

DeepSeek V3 0324

$0.90

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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
9050.0%vsN/A
Claude Opus 4
DeepSeek V3 0324
HumanEvalPython coding & logic synthesis
9300.0%vsN/A
Claude Opus 4
DeepSeek V3 0324
MATHComplex mathematical problem solving
8540.0%vsN/A
Claude Opus 4
DeepSeek V3 0324
GPQAGraduate-level expert reasoning
7230.0%vsN/A
Claude Opus 4
DeepSeek V3 0324
HellaSwagCommonsense reasoning and inference
9650.0%vsN/A
Claude Opus 4
DeepSeek V3 0324
MT-BenchMulti-turn conversation flow quality
945.0%vsN/A
Claude Opus 4
DeepSeek V3 0324

Claude Opus 4 Quirks & Gotchas

No developer gotchas reported.

DeepSeek V3 0324 Quirks & Gotchas

No developer gotchas reported.