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 #30) holds a meaningful lead over Marqo (rank #509) on the overall Smoower ecosystem score (65 vs 38). The gap of 27 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), OpenAI is ahead of Marqo. 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 5,404 GitHub stars across 26 public repos, with 14 repositories active in the last 90 days and 8 external contributors on record. OpenAI shows 854,110 stars across 268 public repos, 47 active in the last 90 days and 427 external contributors. The star gap on its own does not decide the comparison, but OpenAI's footprint is roughly 158.1x 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. OpenAI looks better where community 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#509#30
Pillars
Overall3865
Code4258
Education5970
Community3778
Reach2251
Momentum4074
Builder experience00
Signals
Stars5,404854,110
Forks277138,638
Public repos26268
Active repos (90d)1447
External contributors8427
Avg polish4660
Avg AI-readiness3448

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