Developer ecosystem comparison
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NVIDIA Corporation vs TabbyML

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

NVIDIA Corporation and TabbyML both appear on the Smoower Developer Ecosystem Index.

NVIDIA Corporation (rank #189) holds a modest lead over TabbyML (rank #569) on the overall Smoower ecosystem score (50 vs 35). The gap of 15 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), NVIDIA Corporation is clearly ahead of TabbyML. On education (docs, guides and learning material for developers), NVIDIA Corporation is clearly ahead of TabbyML. On community (issue response, PR reviews and discussion health), NVIDIA Corporation is slightly ahead of TabbyML. On reach (how visible the ecosystem is beyond its own repos), TabbyML is slightly ahead of NVIDIA Corporation. On momentum (release cadence and how fast the ecosystem moves), NVIDIA Corporation is clearly ahead of TabbyML.

NVIDIA Corporation carries 314,588 GitHub stars across 762 public repos, with 84 repositories active in the last 90 days and 342 external contributors on record. TabbyML shows 34,010 stars across 18 public repos, 5 active in the last 90 days and 12 external contributors. The star gap on its own does not decide the comparison, but NVIDIA Corporation's footprint is roughly 9.2x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

NVIDIA Corporation is the stronger read for anyone weighting momentum. TabbyML looks better where reach is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

Side-by-side metrics

MetricNVIDIA CorporationTabbyML
Ranking
Overall rank#189#569
Pillars
Overall5035
Code6033
Education7954
Community5547
Reach3844
Momentum5415
Builder experience00
Signals
Stars314,58834,010
Forks49,8232,016
Public repos76218
Active repos (90d)845
External contributors34212
Avg polish6731
Avg AI-readiness4330

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