PioSolver algorithm performance comparison

Pio V4 (3.10) vs Pio CFR (<3.10) — time to reach each accuracy target
Benchmark run on AMD EPYC 7520P 32-Core 2.5GHz · 8×32G DDR4 · PioSolver 3.10.0
How to read the grid
Pio V4 (new) faster Pio CFR (old) faster 4 bars = the accuracy targets 0.5 → 0.05% pot (left→right); colour = faster algo, height = how much faster (linear 1× … ≥2.5× = full; empty = neither reached) number = overall speed-up (geo-mean over targets both reached, 0.05% excluded)
≥ N× — faster algo also reached targets the other never did, so the real gap is even bigger — the other algo reached no target within the time budget (no finite ratio)
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