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[Autoloop] [Autoloop: perf-comparison] #221

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Description

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🤖 Autoloop program issue for perf-comparison. The program definition below is mirrored from .autoloop/programs/perf-comparison/program.md. Edit the file to update the definition; comment on this issue to steer the agent.


schedule: every 6h

Performance Comparison: tsb (TypeScript) vs pandas (Python)

Goal

Systematically benchmark every tsb function against its pandas equivalent, one function per iteration. Each iteration picks a function that has not yet been benchmarked, writes a matching performance test for both tsb (TypeScript/Bun) and pandas (Python), runs both, and records the timing results. The benchmark results are displayed on the playground pages doc site.

This is an open-ended program — it runs continuously, always adding the next benchmark comparison.

Target

Only modify these files:

  • benchmarks/** — benchmark scripts and results
  • playground/benchmarks.html — performance comparison playground page
  • playground/index.html — add/update link to benchmarks page

Evaluation

The metric is benchmarked_functions. Higher is better.

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