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Claude Sonnet 4 vs DeepSeek V3

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 Sonnet 4 and DeepSeek V3.

Anthropic

Claude Sonnet 4

Claude Sonnet 4 significantly enhances the capabilities of its predecessor, Sonnet 3.7, excelling in both coding and reasoning tasks with improved precision and controllability. Achieving state-of-the-art performance on SWE-bench (72.7%),...

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DeepSeek

DeepSeek V3

DeepSeek-V3 is the latest model from the DeepSeek team, building upon the instruction following and coding abilities of the previous versions. Pre-trained on nearly 15 trillion tokens, the reported evaluations...

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Technical Specifications

SpecificationClaude Sonnet 4DeepSeek V3
ProviderAnthropicDeepSeek
Context Window1,000,000 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2025-05-222024-12-26

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4

$3.00

DeepSeek V3

$0.20

Output Price per Million Tokens

Claude Sonnet 4

$15.00

DeepSeek V3

$0.80

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
8800.0%vs8850.0%
Claude Sonnet 4
DeepSeek V3
HumanEvalPython coding & logic synthesis
9150.0%vs8900.0%
Claude Sonnet 4
DeepSeek V3
MATHComplex mathematical problem solving
7880.0%vs7460.0%
Claude Sonnet 4
DeepSeek V3
GPQAGraduate-level expert reasoning
6050.0%vs4900.0%
Claude Sonnet 4
DeepSeek V3
HellaSwagCommonsense reasoning and inference
9500.0%vs8750.0%
Claude Sonnet 4
DeepSeek V3
MT-BenchMulti-turn conversation flow quality
920.0%vs918.0%
Claude Sonnet 4
DeepSeek V3

Claude Sonnet 4 Quirks & Gotchas

No developer gotchas reported.

DeepSeek V3 Quirks & Gotchas

No developer gotchas reported.