PerspectiveGap - Role Assignment: leaderboard
Measures whether a model can compose role-specific prompts for a multi-agent orchestration without over-sharing context. Each of 110 scenarios supplies a role list, a shuffled set of information fragments and one injected distractor, against a reference assignment giving each role exactly the fragments it needs. Role-fragment assignment asks the model for a structured mapping from roles to fragment identifiers. A deterministic rule-only scorer, not an LLM judge, audits containment; strict pass is all-or-nothing, scoring 1 only when an evaluation omits no required fragment and includes nothing out of role. This series reports PerspectiveGap - Role Assignment using Pass Rate (%).
Metric: Pass Rate (%). Source: huggingface.co. Saturation forecast: Around December 2027. 35 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.5 | 55.5 | #33 |
| 2 | GPT-5.6 Terra | 43.6 | #40 |
| 3 | Grok 4.6 | 43.2 | #29 |
| 4 | Claude Fable 5 | 38.6 | #20 |
| 5 | DeepSeek V4 Pro | 37.3 | #112 |
| 6 | GPT-5.6 Sol | 35.9 | #22 |
| 7 | Claude Sonnet 5 | 35 | #65 |
| 8 | Kimi K2.6 | 26.8 | #113 |
| 9 | GLM-5 | 25.9 | #149 |
| 10 | GPT-5.4 | 25.5 | #83 |
| 11 | Qwen 3.6 Plus | 25.5 | #124 |
| 12 | MiMo-V2.5-Pro | 25 | #167 |
| 13 | DeepSeek V4 Flash | 24.5 | #155 |
| 14 | Claude Opus 4.7 | 24.1 | #51 |
| 15 | Gemini 3.1 Pro (Preview) | 20 | #64 |
No result here: #3 Claude Opus 5.5, #7 GPT-6.1 Sol, #9 Gemini 4 Argon.
Interactive version: theaggregate.ai/benchmark?slug=perspectivegap-role-assignment · How It Works · Data refreshed daily, snapshot 2026-11-05.