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Local vs Cloud: How Close Are We?

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4%

Gap vs GPT-4

Qwen3.5-122B reaches 84.8% MMLU vs GPT-4's 88.7%

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Coding Parity

DeepSeek-R1 matches Claude 3.5 at 92% on HumanEval

July 2026

Projected Parity

Local models expected to match GPT-4 in ~5 months

See the full comparison: MMLU scores, speed benchmarks, and projections →

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