Developer ecosystem comparison
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AssemblyAI vs NVIDIA Corporation

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

AssemblyAI (Advanced Speech-to-Text) and NVIDIA Corporation both appear on the Smoower Developer Ecosystem Index.

NVIDIA Corporation (rank #22) holds a modest lead over AssemblyAI (rank #267) on the overall Smoower ecosystem score (67 vs 48). The gap of 19 points reflects composite signals across code, docs, community and reach.

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

AssemblyAI carries 1,111 GitHub stars across 70 public repos, with 12 repositories active in the last 90 days and 25 external contributors on record. NVIDIA Corporation shows 341,963 stars across 814 public repos, 85 active in the last 90 days and 520 external contributors. The star gap on its own does not decide the comparison, but NVIDIA Corporation's footprint is roughly 307.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

AssemblyAI is the stronger read for anyone weighting reach. NVIDIA Corporation looks better where momentum 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

MetricAssemblyAINVIDIA Corporation
Ranking
Overall rank#267#22
Pillars
Overall4867
Code4665
Education7584
Community4456
Reach7975
Momentum2454
Builder experience00
Signals
Stars1,111341,963
Forks29155,234
Public repos70814
Active repos (90d)1285
External contributors25520
Avg polish4972
Avg AI-readiness3550

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