Developer ecosystem comparison
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NVIDIA Corporation vs Replicate

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

NVIDIA Corporation and Replicate (Run AI with an API) both appear on the Smoower Developer Ecosystem Index.

NVIDIA Corporation and Replicate sit at essentially the same overall ecosystem score (50), which is unusual and worth reading through the pillars below.

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

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. Replicate shows 25,062 stars across 169 public repos, 10 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 12.6x 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. Replicate 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 CorporationReplicate
Ranking
Overall rank#189#189
Pillars
Overall5050
Code6055
Education7972
Community5548
Reach3874
Momentum5431
Builder experience00
Signals
Stars314,58825,062
Forks49,8234,596
Public repos762169
Active repos (90d)8410
External contributors34212
Avg polish6760
Avg AI-readiness4333

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