PreScam: leaderboard
Conversational scams, such as romance and investment scams, are emerging as a major form of online fraud. Unlike one-shot scam lures such as fake lottery or unpaid toll messages, they unfold through multi-turn conversations in which scammers gradually manipulate victims using evolving psychological techniques. However, existing research mainly focuses on static scam detection or synthetic scams, l
Metric: AHit (self-reported). Source: benchmarklist.com. Saturation forecast: Around April 2027. 5 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Sonnet 4.5 | 79.36 | #142 |
| 2 | DeepSeek V3.2 | 75.8 | #205 |
| 3 | Llama 3.3 70B | 74.8 | #579 |
| 4 | GPT-5 Chat | 71.84 | #241 |
| 5 | GPT-4o Mini | 65.15 | #599 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=prescam · How It Works · Data refreshed daily, snapshot 2026-10-20.