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The notebook

Working it
out loud.

Notes on AI, computing, and the details that change the answer.

01 / ML SYSTEMS
April 4, 2026

RLVR GPU training costs,
benchmarks, and pricing

Measured GRPO throughput, published RLVR runs, April 2026 cloud pricing, and an interactive estimator for training time and cost. Follow the sources, then change the assumptions yourself.

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© 2026 Abhinav Nandwani

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