Claude 3.7 Sonnet vs DeepSeek V5 (Leaked Staging)

A direct, empirical evaluation of Claude 3.7 Sonnet (Anthropic) against DeepSeek V5 (Leaked Staging) (DeepSeek AI).

Claude 3.7 Sonnet

Developed by Anthropic · Proprietary parameters

Enterprise software engineering, full-repo refactoring, and agentic workflows.

DeepSeek V5 (Leaked Staging)

Developed by DeepSeek AI · 1.8 Trillion (Sparse MoE) parameters

Autonomous coding agents scoring 81.4% on SWE-bench Verified, zero-telemetry self-hosting, sub-cent 1M-token processing, and formal mathematical proofs.

Metric Claude 3.7 Sonnet DeepSeek V5 (Leaked Staging)
SWE-bench Verified 70.3% 81.4%
MMLU-Pro 82.1% 87.5%
MATH-500 96.2% 96.8%
Context Window 200,000 tokens 1,000,000 tokens
Input Pricing (per 1M) $3.00 $0.12
Output Pricing (per 1M) $15.00 $0.48