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Claude Opus 4.8 vs DeepSeek V4 Flash

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 V4 Flash.

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 V4 Flash

DeepSeek V4 Flash is an efficiency-optimized Mixture-of-Experts model from DeepSeek with 284B total parameters and 13B activated parameters, supporting a 1M-token context window. It is designed for fast inference and...

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Technical Specifications

SpecificationClaude Opus 4.8DeepSeek V4 Flash
ProviderAnthropicDeepSeek
Context Window1,000,000 tokens1,048,576 tokens
Agent Suitability97/10086/100
Time to First Token (TTFT)520 ms120 ms
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272026-04-24

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

DeepSeek V4 Flash

$0.09

Output Price per Million Tokens

Claude Opus 4.8

$25.00

DeepSeek V4 Flash

$0.18

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%vs8240.0%
Claude Opus 4.8
DeepSeek V4 Flash
HumanEvalPython coding & logic synthesis
9720.0%vs8410.0%
Claude Opus 4.8
DeepSeek V4 Flash
MATHComplex mathematical problem solving
9410.0%vs5020.0%
Claude Opus 4.8
DeepSeek V4 Flash
GPQAGraduate-level expert reasoning
8650.0%vs3800.0%
Claude Opus 4.8
DeepSeek V4 Flash
HellaSwagCommonsense reasoning and inference
9920.0%vs8350.0%
Claude Opus 4.8
DeepSeek V4 Flash
MT-BenchMulti-turn conversation flow quality
980.0%vs875.0%
Claude Opus 4.8
DeepSeek V4 Flash

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 V4 Flash Quirks & Gotchas

  • โ–ธBest cost-per-token ratio of any hosted API โ€” ideal for high-throughput pipelines
  • โ–ธLower agentic performance vs V4 Pro โ€” route complex tool calls accordingly