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external benchmark
Every model the catalog carries a published WildGuardTest (Decision Index) value for, ranked by that value.
WildGuardTest is one component of the Artificial Analysis Decision Index v1.0, run by Artificial Analysis. It measures average F1 on Ai2's safety classification set: whether a request is harmful, whether a reply is a refusal, and whether that reply is harmful.
13 models with a published WildGuardTest (Decision Index) value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.
| Rank | Model | Provider | Average F1 |
|---|---|---|---|
| 1 | Liquid AI | 95.4 | |
| 2 | FAGLiDE | Fastino | 95.1 |
| 3 | Perplexity | 94.4 |
What the benchmark measures and how its value is published, from the source’s own record.
WildGuardTest (Decision Index) is an external benchmark published by Artificial Analysis Decision Index v1.0. WildGuardTest is one component of the Artificial Analysis Decision Index v1.0, run by Artificial Analysis. It measures average F1 on Ai2's safety classification set: whether a request is harmful, whether a reply is a refusal, and whether that reply is harmful. The source rates its difficulty as safety classification.
Each model's result is published by Artificial Analysis Decision Index v1.0 as average F1. ModelScale prints that value to 1 decimal place, exactly as published, and never converts or rescales it. This page ranks the 13 models that carry a published value, highest value first; a model the source never scored is left out rather than ranked at zero. The source does not state whether a higher value is the better result, so neither does this page.
| 4 | CECeleris-1 Decision | Celeris | 93.3 |
| 4 | BAelephant-1 | Baseten | 93.3 |
| 4 | Perplexity | 93.3 |
| 7 | TAJev 1.14 | TypeSafe AI | 93.1 |
| 8 | CLClef-Flash | Cloudflare | 90.9 |
| 8 | Liquid AI | 90.9 |
| 10 | CLClef | Cloudflare | 90.7 |
| 11 | Microsoft | 88.2 |
| 12 | Inception | 88.0 |
| 13 | CLClef-Omni | Cloudflare | 87.2 |
Evidence key: Observed
Rows are ordered by the value Artificial Analysis Decision Index v1.0 published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.