FlowiseAI vs Ollama

FlowiseAI (Build AI Agents, Visually) and Ollama both appear on the Smoower Developer Ecosystem Index.

Ollama (rank #122) holds a narrow lead over FlowiseAI (rank #237) on the overall Smoower ecosystem score (54 vs 48). The gap of 6 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Ollama is clearly ahead of FlowiseAI. On community (issue response, PR reviews and discussion health), FlowiseAI is ahead of Ollama. On reach (how visible the ecosystem is beyond its own repos), Ollama is slightly ahead of FlowiseAI. On momentum (release cadence and how fast the ecosystem moves), Ollama is clearly 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. Ollama shows 190,304 stars across 4 public repos, 3 active in the last 90 days and 241 external contributors. The star gap on its own does not decide the comparison, but Ollama's footprint is roughly 3.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

FlowiseAI is the stronger read for anyone weighting community. Ollama looks better where momentum 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.