Open WebUI vs TopK

Open WebUI (On a mission to build the best AI user interface.) and TopK (Pushing state of the art, one flamegraph at a time.) both appear on the Smoower Developer Ecosystem Index.

Open WebUI (rank #189) holds a modest lead over TopK (rank #536) on the overall Smoower ecosystem score (50 vs 36). The gap of 14 points reflects composite signals across code, docs, community and reach.

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

Open WebUI carries 159,650 GitHub stars across 25 public repos, with 12 repositories active in the last 90 days and 198 external contributors on record. TopK shows 87 stars across 12 public repos, 8 active in the last 90 days and 6 external contributors. The star gap on its own does not decide the comparison, but Open WebUI's footprint is roughly 1835.1x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Open WebUI is the stronger read for anyone weighting community. TopK makes more sense for teams already using its adjacent tools. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.