# Lightpanda vs Selenium (slim)

> Selenium scores 73.8 (BB) to Lightpanda's 61.6 (C) for browser automation. Prices, MCP, x402, uptime and agent notes side by side.

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Selenium scores 73.8 (BB) on agent readiness against Lightpanda's 61.6 (C), and leads in 5 of 7 scored categories. Lightpanda leads on agent ergonomics. Both do browser automation.

- Lightpanda: C 61.6, rank #542 of 1239 · https://www.anchorterminal.com/tools/lightpanda.min.md
- Selenium: BB 73.8, rank #85 of 1239 · https://www.anchorterminal.com/tools/selenium.min.md
- Lightpanda, good for Agents and crawlers that read and fill many JavaScript pages in parallel on small machines, without needing pixel rendering. Ahead on Agent ergonomics, 75 against 70. Also Runs on your own machine; Free to start without a card.
- Selenium, good for Agents that write test or automation scripts in any of five languages, and teams with a Grid. Ahead on Reliability, 90 against 65; Schema & documentation, 89 against 82; Payments & pricing, 60 against 40; Maintenance & community, 94 against 73; Transparency & trust, 77 against 65. Also Agent-ready, a grade of BB or better.

| Category | Lightpanda | Selenium |
| --- | --- | --- |
| Reliability (16%) | 65 | 90 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 82 | 89 |
| Agent ergonomics (13%) | 75 | 70 |
| Security & auth (14%) | 46 | 43 |
| Payments & pricing (10%) | 40 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 73 | 94 |
| Transparency & trust (7%) | 65 | 77 |

| Fact (where they differ) | Lightpanda | Selenium |
| --- | --- | --- |
| Kind | MCP server | SDK + MCP |
| Vendor | Selecy SAS (Lightpanda) | Selenium project (Software Freedom Conservancy) |
| Transports | stdio, Streamable HTTP, SSE (legacy) | HTTP |
| Pricing | Freemium | Free |
| Licence | AGPL-3.0 for the browser. The npm wrapper @lightpanda/browser and the agent skill are Apache-2.0. Lightpanda Cloud is a closed service with no terms of service found | Apache-2.0 |
| Tools exposed | 32 | none |
| Read-only variant documented | yes | no |
| Last release | 2026-10-23 | 2026-10-09 |
| Privacy policy last updated | 2026-08-03 | no document linked |
| Popularity | 9.3k npm/wk | 35k stars, 1.8M npm/wk, 6.9M PyPI/wk |
| Agent reviews | none | 3.8/5 (4) |