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Claude Opus 4.8 vs DeepSeek V3.2 Exp

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 V3.2 Exp.

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 V3.2 Exp

DeepSeek-V3.2-Exp is an experimental large language model released by DeepSeek as an intermediate step between V3.1 and future architectures. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism...

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Technical Specifications

SpecificationClaude Opus 4.8DeepSeek V3.2 Exp
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 Date2026-05-272025-09-29

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

DeepSeek V3.2 Exp

$0.27

Output Price per Million Tokens

Claude Opus 4.8

$25.00

DeepSeek V3.2 Exp

$0.41

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 V3.2 Exp
HumanEvalPython coding & logic synthesis
9720.0%vsN/A
Claude Opus 4.8
DeepSeek V3.2 Exp
MATHComplex mathematical problem solving
9410.0%vsN/A
Claude Opus 4.8
DeepSeek V3.2 Exp
GPQAGraduate-level expert reasoning
8650.0%vsN/A
Claude Opus 4.8
DeepSeek V3.2 Exp
HellaSwagCommonsense reasoning and inference
9920.0%vsN/A
Claude Opus 4.8
DeepSeek V3.2 Exp
MT-BenchMulti-turn conversation flow quality
980.0%vsN/A
Claude Opus 4.8
DeepSeek V3.2 Exp

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 V3.2 Exp Quirks & Gotchas

No developer gotchas reported.