# Parallel Agents: Extract Web Data at Scale

Batch process hundreds or thousands of /agent queries simultaneously with real-time streaming results.

- Published: January 30, 2026

We're bringing **parallel processing** to [/agent](/agent.md), letting you batch hundreds or even thousands of queries simultaneously. What took hours of sequential agent queries now completes in minutes with automatic failure handling and parallel execution.

Try it in the [Agent Playground](https://www.firecrawl.dev/app/agent) - the playground automatically determines when your use case is a good fit for Parallel Agents.

![Parallel Agents](/images/blog/parallel-agents/parallel-agents.webp)

### Highlights

* **Parallel Batch Processing**: Run thousands of /agent queries simultaneously to enrich companies, research competitors, or build product datasets at scale.
* **Intelligent Waterfall**: Tries instant retrieval first, then automatically upgrades specific cells to full agent research (Spark 1 Mini) only when needed.
* **Real-Time Spreadsheet Interface**: Work in familiar CSV format with instant visual feedback as cells populate in real-time.
* **Zero Configuration**: Input your data schema, write one prompt, hit run. No workflow building required.
* **Predictable Pricing**: 10 credits per cell with Spark-1 Fast.

Read the full blog [here](/blog/introducing-parallel-agents.md).

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### On This Topic
- [Changelog index](/changelog.md)
- [Newer entry: v2.8.0 is live](/changelog/v28.md)
- [Older entry: Introducing the Firecrawl Skill & CLI](/changelog/skill-cli.md)