Developer ecosystem comparison
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Marqo vs NVIDIA Corporation

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

Marqo (Tensor search for humans.) and NVIDIA Corporation both appear on the Smoower Developer Ecosystem Index.

NVIDIA Corporation (rank #22) holds a meaningful lead over Marqo (rank #423) on the overall Smoower ecosystem score (67 vs 42). The gap of 25 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 Marqo. On education (docs, guides and learning material for developers), NVIDIA Corporation is ahead of Marqo. On community (issue response, PR reviews and discussion health), NVIDIA Corporation is ahead of Marqo. On reach (how visible the ecosystem is beyond its own repos), NVIDIA Corporation is clearly ahead of Marqo. On momentum (release cadence and how fast the ecosystem moves), NVIDIA Corporation is clearly ahead of Marqo.

Marqo carries 5,424 GitHub stars across 29 public repos, with 17 repositories active in the last 90 days and 8 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 63.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Marqo is worth a look for teams already invested in its stack. NVIDIA Corporation 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

MetricMarqoNVIDIA Corporation
Ranking
Overall rank#423#22
Pillars
Overall4267
Code4165
Education7284
Community3956
Reach3175
Momentum3154
Builder experience00
Signals
Stars5,424341,963
Forks28355,234
Public repos29814
Active repos (90d)1785
External contributors8520
Avg polish4672
Avg AI-readiness3250

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