JobCannon Protocol Sensitivity - Multiple Intelligences Options Reversed: leaderboard

A model answers the Multiple Intelligences questionnaire one item per request, then again with the answer options listed in reverse order; the number is the share of items whose chosen answer changes. It isolates option-order sensitivity, where the family headline pools every protocol change.

Metric: Share of Multiple Intelligences items whose answer changes when the answer options are listed in reverse order (0-1, lower is better; table F13). Source: huggingface.co. 16 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 5.50.05#5
2Kimi K2.50.1#256
3Gemini 2.5 Pro0.13#266
4GPT-6 Astra0.15#6
5Claude Fable 5.10.15#15
6Gemma 3 27B (IT)0.2#1289
7Mistral Large 30.2#817
8Qwen 3 VL 235B A22B0.28#479
9Nova Pro0.28#1555
10GPT-OSS-120B0.35#700
11Claude Haiku 4.50.38#568
12GLM-50.38#260
13DeepSeek R10.45#473
14Llama 4 Maverick0.48#1099
15Qwen 3 32B0.6#960

Interactive version: theaggregate.ai/benchmark?slug=jobcannon-protocol-sensitivity-multiple-intelligences-options-reversed · How It Works · Data refreshed daily, snapshot 2026-11-13.