benchopt and nnbench

These are competitors offering overlapping functionality—both provide benchmarking frameworks for ML workloads—though benchopt is more mature and widely adopted while nnbench targets a narrower scope focused specifically on model benchmarking.

benchopt
79
Verified
nnbench
41
Emerging
Maintenance 13/25
Adoption 18/25
Maturity 25/25
Community 23/25
Maintenance 2/25
Adoption 10/25
Maturity 18/25
Community 11/25
Stars: 294
Forks: 66
Downloads: 2,173
Commits (30d): 0
Language: Python
License: BSD-3-Clause
Stars: 21
Forks: 3
Downloads: 46
Commits (30d): 0
Language: Python
License: Apache-2.0
No risk flags
Stale 6m

About benchopt

benchopt/benchopt

A framework for reproducible, comparable benchmarks

About nnbench

aai-institute/nnbench

A small framework for benchmarking machine learning models.

Scores updated daily from GitHub, PyPI, and npm data. How scores work