Developer ecosystem comparison
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latticeHQ vs TabbyML

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

latticeHQ and TabbyML both appear on the Smoower Developer Ecosystem Index.

TabbyML (rank #569) holds a narrow lead over latticeHQ (rank #693) on the overall Smoower ecosystem score (35 vs 31). The gap of 4 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), latticeHQ is ahead of TabbyML. On community (issue response, PR reviews and discussion health), TabbyML is clearly ahead of latticeHQ. On reach (how visible the ecosystem is beyond its own repos), TabbyML is clearly ahead of latticeHQ. On momentum (release cadence and how fast the ecosystem moves), TabbyML is ahead of latticeHQ.

latticeHQ carries 1 GitHub stars across 10 public repos, with 1 repositories active in the last 90 days and 1 external contributors on record. TabbyML shows 34,010 stars across 18 public repos, 5 active in the last 90 days and 12 external contributors. The star gap on its own does not decide the comparison, but TabbyML's footprint is roughly 34010.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

latticeHQ is the stronger read for anyone weighting code quality. TabbyML 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

MetriclatticeHQTabbyML
Ranking
Overall rank#693#569
Pillars
Overall3135
Code4333
Education5454
Community1947
Reach2244
Momentum415
Builder experience00
Signals
Stars134,010
Forks22,016
Public repos1018
Active repos (90d)15
External contributors112
Avg polish4831
Avg AI-readiness3930

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