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Claude Opus 4.8 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 4.8 and DeepSeek V3 0324.

Anthropic

Claude Opus 4.8

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

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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 4.8DeepSeek V3 0324
ProviderAnthropicDeepSeek
Context Window1,000,000 tokens163,840 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272025-03-24

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

DeepSeek V3 0324

$0.24

Output Price per Million Tokens

Claude Opus 4.8

$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
9540.0%vsN/A
Claude Opus 4.8
DeepSeek V3 0324
HumanEvalPython coding & logic synthesis
9720.0%vsN/A
Claude Opus 4.8
DeepSeek V3 0324
MATHComplex mathematical problem solving
9410.0%vsN/A
Claude Opus 4.8
DeepSeek V3 0324
GPQAGraduate-level expert reasoning
8650.0%vsN/A
Claude Opus 4.8
DeepSeek V3 0324
HellaSwagCommonsense reasoning and inference
9920.0%vsN/A
Claude Opus 4.8
DeepSeek V3 0324
MT-BenchMulti-turn conversation flow quality
980.0%vsN/A
Claude Opus 4.8
DeepSeek V3 0324

Claude Opus 4.8 Quirks & Gotchas

  • โ–ธBest-in-class for autonomous code repair and multi-agent orchestration
  • โ–ธPreview model โ€” API may introduce breaking changes without notice

DeepSeek V3 0324 Quirks & Gotchas

No developer gotchas reported.