Benchmarks / Agentic

SkillsBench

How important are skills for agents? Vals AI's overall SkillsBench score.

34models
–Open Index weight
2026-09-27last updated
Vals AIpublisher

SkillsBench

Higher is better · best effort per model

Chart settings
34 of 34 selected

full table below

#ModelEffortScoreCost / taskHarness
1DeepSeek V4.1 Flashhigh69.8%$0.085OpenHands
2Grok 4.5high66.0%$0.578OpenHands
3Gemini 3.7 Flashhigh65.9%$1.80OpenHands
4GPT-5.5xhigh62.6%$1.57Codex
5Fable 5.1max61.6%$4.52OpenHands
6GPT-5.6 Lunamax60.4%$0.207OpenHands
7Opus 5max60.4%$2.51OpenHands
8Opus 4.8max59.2%$4.77OpenHands
9Muse Spark 1.1xhigh59.2%$0.449OpenHands
10GPT-5.6 Terramax58.9%$1.75OpenHands
11Gemini 3.8 Flashhigh58.0%$2.34OpenHands
12Grok 4.6high55.8%$0.921OpenHands
13Qwen 3.7 Plushigh54.3%$0.137OpenHands
14GPT-5.6 Solmax54.1%$4.14OpenHands
15DeepSeek V4 Pro 0813max53.8%$0.375OpenHands
16Muse Spark 1.2xhigh53.0%$0.649OpenHands
17Gemini 3.5 Flashhigh52.7%$1.25OpenHands
18GPT-5.4xhigh51.7%$2.04OpenHands
19MiniMax M3max51.5%$0.505OpenHands
20DeepSeek V4max51.3%$0.397OpenHands
21DeepSeek V4 Flash 0731high50.7%$0.126OpenHands
22Kimi K2.7 Codemax50.0%$0.443OpenHands
23Sonnet 4.6max49.1%$1.38OpenHands
24GLM 5.3max47.5%$0.714OpenHands
25Sonnet 5max46.5%$2.90OpenHands
26GLM 5.2max45.1%$0.811OpenHands
27Qwen 3.8 Maxmax42.0%$0.525OpenHands
28Grok 4.3high40.6%$0.420OpenHands
29GLM 5.3 Flashmax40.2%$0.039OpenHands
30Qwen 3.8 27Bxhigh38.1%$0.818OpenHands
31Inkling Smallxhigh33.6%$0.148OpenHands
32Ling 3.0 Flash–27.9%$0.061OpenHands
33Inklingmax26.1%$0.827OpenHands
34Mercury 2.5high18.1%$0.101OpenHands