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with Swarms

Run multiple agents in parallel with a single API call. One request fans a task out to a concurrent swarm and returns every agent's output together.

Concurrent swarm

curl -X POST 'https://api.swarms.world/v1/swarm/completions' \  -H 'x-api-key: '"$SWARMS_API_KEY" \  -H 'Content-Type: application/json' \  -d '{  "name": "Market Research Swarm",  "description": "Three analysts research the same task in parallel",  "swarm_type": "ConcurrentWorkflow",  "task": "Analyze the impact of AI agents on modern healthcare",  "agents": [    {      "agent_name": "Market Analyst",      "system_prompt": "You analyze market trends and opportunities.",      "model_name": "gpt-5.4",      "max_loops": 1    },    {      "agent_name": "Technical Analyst",      "system_prompt": "You evaluate technical feasibility and architecture.",      "model_name": "claude-haiku-4-5",      "max_loops": 1    },    {      "agent_name": "Risk Analyst",      "system_prompt": "You identify risks and regulatory constraints.",      "model_name": "gpt-5.5",      "max_loops": 1    }  ],  "max_loops": 1}'

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Swarms Premium

Scale without limits.
Built for production workloads.

Upgrade to Premium for higher rate limits, priority compute, and white-glove support. Cancel anytime.

  • Higher rate limits10× requests per minute and 50× per day.
  • Priority computeDedicated lane during peak traffic, no queueing.
  • Priority support24/7 real-time personal support.