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Claude Opus 4 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 and DeepSeek V4 Flash.

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 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 4DeepSeek V4 Flash
ProviderAnthropicDeepSeek
Context Window200,000 tokens1,048,576 tokens
Agent SuitabilityN/A86/100
Time to First Token (TTFT)N/A120 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-05-222026-04-24

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4

$15.00

DeepSeek V4 Flash

$0.09

Output Price per Million Tokens

Claude Opus 4

$75.00

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
9050.0%vs8240.0%
Claude Opus 4
DeepSeek V4 Flash
HumanEvalPython coding & logic synthesis
9300.0%vs8410.0%
Claude Opus 4
DeepSeek V4 Flash
MATHComplex mathematical problem solving
8540.0%vs5020.0%
Claude Opus 4
DeepSeek V4 Flash
GPQAGraduate-level expert reasoning
7230.0%vs3800.0%
Claude Opus 4
DeepSeek V4 Flash
HellaSwagCommonsense reasoning and inference
9650.0%vs8350.0%
Claude Opus 4
DeepSeek V4 Flash
MT-BenchMulti-turn conversation flow quality
945.0%vs875.0%
Claude Opus 4
DeepSeek V4 Flash

Claude Opus 4 Quirks & Gotchas

No developer gotchas reported.

DeepSeek V4 Flash Quirks & Gotchas

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