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Claude vs GPT vs Grok vs DeepSeek: A Price-Based Comparison (August 2026)

Benchmark leaderboards for large language models contradict each other badly enough to be unusable. Published prices do not. This is a structured comparison built on the numbers each lab commits to contractually.