PII Processing on PII-300k 64 records
0Failure RateDirect
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DirectLLM Backend=GPT-5.4 mini2026.05 | 0 | 37 | |
| APWALLM Backend=GPT-5.4 mini2026.05 | 0 | 35 | |
| MegaAgentLLM Backend=GPT-4.1 mini2026.05 | 60 | 390 | |
| Magentic-OneLLM Backend=GPT-5.4 mini2026.05 | 100 | — |