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Claude Sonnet 4.6 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 Sonnet 4.6 and DeepSeek V3 0324.

Anthropic

Claude Sonnet 4.6

Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...

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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 Sonnet 4.6DeepSeek V3 0324
ProviderAnthropicDeepSeek
Context Window1,000,000 tokens163,840 tokens
Agent Suitability94/100N/A
Time to First Token (TTFT)350 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-172025-03-24

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.6

$3.00

DeepSeek V3 0324

$0.24

Output Price per Million Tokens

Claude Sonnet 4.6

$15.00

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
9040.0%vsN/A
Claude Sonnet 4.6
DeepSeek V3 0324
HumanEvalPython coding & logic synthesis
9370.0%vsN/A
Claude Sonnet 4.6
DeepSeek V3 0324
MATHComplex mathematical problem solving
8230.0%vsN/A
Claude Sonnet 4.6
DeepSeek V3 0324
GPQAGraduate-level expert reasoning
6500.0%vsN/A
Claude Sonnet 4.6
DeepSeek V3 0324
HellaSwagCommonsense reasoning and inference
9600.0%vsN/A
Claude Sonnet 4.6
DeepSeek V3 0324
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
Claude Sonnet 4.6
DeepSeek V3 0324

Claude Sonnet 4.6 Quirks & Gotchas

  • โ–ธBest balance of speed and capability โ€” default for most Claude integrations
  • โ–ธComputer-use (beta) feature enables autonomous UI interaction

DeepSeek V3 0324 Quirks & Gotchas

No developer gotchas reported.