Developer ecosystem comparison
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Ollama vs sgl-project

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

Ollama and sgl-project both appear on the Smoower Developer Ecosystem Index.

Ollama (rank #122) holds a narrow lead over sgl-project (rank #278) on the overall Smoower ecosystem score (54 vs 46). The gap of 8 points reflects composite signals across code, docs, community and reach.

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

Ollama carries 190,304 GitHub stars across 4 public repos, with 3 repositories active in the last 90 days and 241 external contributors on record. sgl-project shows 38,333 stars across 26 public repos, 20 active in the last 90 days and 349 external contributors. The star gap on its own does not decide the comparison, but Ollama's footprint is roughly 5.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ollama is the stronger read for anyone weighting reach. sgl-project 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

MetricOllamasgl-project
Ranking
Overall rank#122#278
Pillars
Overall5446
Code6255
Education7574
Community4680
Reach568
Momentum5640
Builder experience00
Signals
Stars190,30438,333
Forks18,4568,904
Public repos426
Active repos (90d)320
External contributors241349
Avg polish6055
Avg AI-readiness5447

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