Developer ecosystem comparison
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Marqo vs PolyAI

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

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

Marqo and PolyAI sit at essentially the same overall ecosystem score (40), which is unusual and worth reading through the pillars below.

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

Marqo carries 5,394 GitHub stars across 28 public repos, with 14 repositories active in the last 90 days and 4 external contributors on record. PolyAI shows 86 stars across 6 public repos, 6 active in the last 90 days and 19 external contributors. The star gap on its own does not decide the comparison, but Marqo's footprint is roughly 62.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Marqo is the stronger read for anyone weighting reach. PolyAI 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

MetricMarqoPolyAI
Ranking
Overall rank#430#430
Pillars
Overall4040
Code4147
Education6171
Community3938
Reach3616
Momentum4060
Builder experience00
Signals
Stars5,39486
Forks27315
Public repos286
Active repos (90d)146
External contributors419
Avg polish4546
Avg AI-readiness3553

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