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Upload a Priors theme file, or have your agent make one: copy the prompt, tell it the look you want, and upload what it returns. With the Priors skill installed it already knows the format.

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Benchmarks · agentic

HiL-Bench

Uses Scale Labs combined Pass@3 with ask_human tool. Score: combined Pass@3 with ask_human tool. Collected by Jake Boggs' benchmark dashboard.

29 models · 29 results · data as of 2026-10-29 · labs.scale.com ↗

Leaderboard

Chart settings
29 of 29 selected
Muse Wonder (Max) max

All results

29 rows
#ModelEffortHiL-Bench
1Muse Wonder (Max)max79.7%
2Muse Spark 1.3max66.9%
3GPT-6 Astramax65.3%
4GPT-6.1 Solmax62.3%
5Gemini 4 Argonmax62.0%
6Fable 5.1max61.5%
7SWE 2max61.5%
8Opus 5.5max59.0%
9GLM 5.3max58.3%
10Opus 5max57.0%
11Fable 5max56.3%
12DeepSeek V4 Flashmax47.8%
13GLM 5.2max43.7%
14Kimi K3max42.7%
15Opus 4.7max41.7%
16Gemini 3.8 Flashmax41.5%
17GPT-5.5xhigh39.7%
18DeepSeek V4 Promax38.5%
19Opus 4.6max38.3%
20MiniMax M3max38.3%
21Opus 4.8max35.3%
22Gemini 3.1 Prohigh35.3%
23GPT-5.6 Solmax32.3%
24Gemini 3.5 Flashxhigh27.7%
25Grok 4.20xhigh20.0%
26Kimi K2.6max18.7%
27GPT-5.4xhigh9.7%
28MiniMax M2.5high6.3%
29GPT-5.3 Codexxhigh4.3%