Comparison
Crawl4AI vs Lightpanda: which AI agent is better?
A side-by-side look at Crawl4AI and Lightpanda on quality, price, capabilities and trust. Scores measure observable public data; prices come from each vendor's own pricing page. Every fact is sourced and dated.
| Crawl4AI Crawl4AI (open source) | Lightpanda Selecy SAS (Lightpanda) | |
|---|---|---|
| Agent Score | 49 | 54 |
| Entry price | Free plan | $19/mo · free plan |
| Trust | ✓ VERIFIED | ✓ VERIFIED |
| Capabilities documented | 5 | 4 |
| Free plan | ✓ Yes | ✓ Yes |
| Free trial | — | — |
| Public API | — | ✓ Yes |
| MCP support | ✓ Yes | ✓ Yes |
| Open source | ✓ Yes | ✓ Yes |
| Last verified | 24 Oct 2026 | 25 Oct 2026 |
Score breakdown
| Component | Crawl4AI | Lightpanda |
|---|---|---|
| Capabilities | 38 | 38 |
| Integrations | 25 | 50 |
| Documentation | Not measured | Not measured |
| Pricing clarity | 100 | 100 |
| Transparency | 100 | 100 |
| Freshness | 100 | 100 |
| Human oversight | Not measured | Not measured |
Choose Crawl4AI if…
- You want more documented capabilities (5 vs 4).
Choose Lightpanda if…
- You want a higher Agent Score (54 vs 49).
- You want a public API.
See the full picture: Crawl4AI · Lightpanda · all comparisons.