Benchmark results
Wall-clock compute time per workload. Lower is faster. Toggle log scale to compare across orders of magnitude.
Speedup vs Python
How many times faster each language is than Python on the same workload (higher is better).
Checksums
Every language computed bit-identical results per workload (C++ uses -ffp-contract=off for strict IEEE-754). If any of these differed, the run would be rejected.