Anthropic Election Integrity Multi-Turn - Appropriate Response Rate (API): leaderboard
Anthropic's multi-turn election integrity evaluation: a Claude model plays a synthetic user from an expert-written persona specification, scored as the percentage of conversations handled appropriately throughout, via the API without a system prompt (higher is better). From Section 4.4.3 of the Claude Fable 5.1 & Claude Mythos 5.1 System Card (September 2026); the Opus 4.8 row comes from the Opus 5 card.
Metric: Appropriate Response Rate (%). Source: www-cdn.anthropic.com. Saturation forecast: Estimated already saturated. 8 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Mythos 5 | 93 | #8 |
| 2 | Claude Opus 5 | 91 | #16 |
| 3 | Claude Sonnet 5 | 91 | #65 |
| 4 | Claude Opus 4.8 | 90 | #39 |
| 5 | Claude Fable 5.1 | 90 | #10 |
| 6 | Claude Mythos 5.1 | 90 | #2 |
| 7 | Claude Fable 5 | 88 | #20 |
| 8 | Claude Opus 5.5 | 87 | #3 |
No result here: #6 GPT-6 Astra, #7 GPT-6.1 Sol, #9 Gemini 4 Argon.
Interactive version: theaggregate.ai/benchmark?slug=anthropic-election-integrity-multi-turn-appropriate-response-rate-api · How It Works · Data refreshed daily, snapshot 2026-11-05.