Developer ecosystem comparison
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Marqo vs ServiceNow

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

Marqo (Tensor search for humans.) and ServiceNow (Works for you™) both appear on the Smoower Developer Ecosystem Index.

ServiceNow (rank #257) holds a narrow lead over Marqo (rank #430) on the overall Smoower ecosystem score (47 vs 40). The gap of 7 points reflects composite signals across code, docs, community and reach.

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

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. ServiceNow shows 7,846 stars across 271 public repos, 29 active in the last 90 days and 7 external contributors.

Marqo is the stronger read for anyone weighting education. ServiceNow 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

MetricMarqoServiceNow
Ranking
Overall rank#430#257
Pillars
Overall4047
Code4154
Education6156
Community3964
Reach3651
Momentum4038
Builder experience00
Signals
Stars5,3947,846
Forks27319,671
Public repos28271
Active repos (90d)1429
External contributors47
Avg polish4554
Avg AI-readiness3543

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