Developer ecosystem comparison
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Marqo vs OpenAI

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

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

OpenAI (rank #45) holds a meaningful lead over Marqo (rank #426) on the overall Smoower ecosystem score (63 vs 42). The gap of 21 points reflects composite signals across code, docs, community and reach.

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

Marqo carries 5,420 GitHub stars across 29 public repos, with 17 repositories active in the last 90 days and 9 external contributors on record. OpenAI shows 895,844 stars across 272 public repos, 42 active in the last 90 days and 451 external contributors. The star gap on its own does not decide the comparison, but OpenAI's footprint is roughly 165.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Marqo is the stronger read for anyone weighting education. OpenAI 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

MetricMarqoOpenAI
Ranking
Overall rank#426#45
Pillars
Overall4263
Code4159
Education7257
Community3978
Reach3174
Momentum3173
Builder experience00
Signals
Stars5,420895,844
Forks284143,108
Public repos29272
Active repos (90d)1742
External contributors9451
Avg polish4661
Avg AI-readiness3249

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