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Claude Opus 4.5 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 4.5 and DeepSeek V3 0324.

Anthropic

Claude Opus 4.5

Claude Opus 4.5 is Anthropic’s frontier reasoning model optimized for complex software engineering, agentic workflows, and long-horizon computer use. It offers strong multimodal capabilities, competitive performance across real-world coding and...

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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 4.5DeepSeek V3 0324
ProviderAnthropicDeepSeek
Context Window200,000 tokens163,840 tokens
Agent Suitability93/100N/A
Time to First Token (TTFT)550 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-11-242025-03-24

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.5

$5.00

DeepSeek V3 0324

$0.24

Output Price per Million Tokens

Claude Opus 4.5

$25.00

DeepSeek V3 0324

$0.90

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

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
9280.0%vsN/A
Claude Opus 4.5
DeepSeek V3 0324
HumanEvalPython coding & logic synthesis
9420.0%vsN/A
Claude Opus 4.5
DeepSeek V3 0324
MATHComplex mathematical problem solving
8750.0%vsN/A
Claude Opus 4.5
DeepSeek V3 0324
GPQAGraduate-level expert reasoning
7600.0%vsN/A
Claude Opus 4.5
DeepSeek V3 0324
HellaSwagCommonsense reasoning and inference
9720.0%vsN/A
Claude Opus 4.5
DeepSeek V3 0324
MT-BenchMulti-turn conversation flow quality
955.0%vsN/A
Claude Opus 4.5
DeepSeek V3 0324

Claude Opus 4.5 Quirks & Gotchas

  • Deep analytical reasoning — best for structured problem-solving
  • 200K context is limiting compared to 1M of Opus 4.6+ — upgrade for long-document tasks

DeepSeek V3 0324 Quirks & Gotchas

No developer gotchas reported.