FlowiseAI vs TopK

FlowiseAI (Build AI Agents, Visually) and TopK (Pushing state of the art, one flamegraph at a time.) both appear on the Smoower Developer Ecosystem Index.

FlowiseAI (rank #237) holds a modest lead over TopK (rank #536) on the overall Smoower ecosystem score (48 vs 36). The gap of 12 points reflects composite signals across code, docs, community and reach.

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

FlowiseAI carries 55,407 GitHub stars across 15 public repos, with 6 repositories active in the last 90 days and 149 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 FlowiseAI's footprint is roughly 636.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

FlowiseAI is the stronger read for anyone weighting community. TopK looks better where code quality 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.