Type one goal. Swarms auto-generates the whole agent team: specialized agents planned, parallelized, reconciled, and verified, running locally in your browser. The reasoning is yours to keep: edit the graph, rerun any branch, refine it over time.
The answer is one asset. The graph that produced it is the bigger one. Use natural language to create and refine reasoning topologies for research, comparison, coding, analysis, writing, batch work, and verification, with local control by default, scheduled to run automatically.
Other AI tools make you pay to re-run the model every single time. Swarms saves the reasoning as a graph you own and can run again.
Frontier once. Then cheaper models riding a refined graph. The work compounds.
Their swarm runs on their cloud. With Meterless yours runs on your machine at a fraction of the token cost per completed agentic task.
Every output lands in a ranked gallery sorted by goal-fit, lineage, and renderability: research briefs, code, comparisons, analysis, writing, or creative variants alike. Open one, hit Refine, edit inline, and re-run only that branch.
The swarm is auto-generated, runs on your machine, and every graph it builds stays yours to edit, rerun, and refine. Free and open source. Need the project, memory, and results to persist across sessions? Continue the work in Gaia.