SkillsBench

Agent tasks with and without packaged skills; overall score. Run by Vals AI.

CategoryAgents
MetricAccuracy (%)
SourceVals AI (evaluator)
LicenseNone stated
Benchmark pagewww.vals.ai
StatusScored
Weight0.8 within Agents
FitDiscrimination 0.62, noise 0.36

Results

#ModelProviderResultDate
1 DeepSeek V4.1 Flash High DeepSeek 69.8% 2026-10-29
2 Grok 4.5 High xAI 66.0% 2026-10-29
3 Gemini 3.7 Flash High Google 65.9% 2026-10-29
4 GPT-5.5 Extra High OpenAI 62.2% 2026-10-29
5 Claude Fable 5.1 Max Anthropic 61.6% 2026-10-29
6 GPT-5.6 Luna Max OpenAI 60.4% 2026-10-29
7 Claude Opus 5 Max Anthropic 60.4% 2026-10-29
8 Claude Opus 4.8 Max Anthropic 59.2% 2026-10-29
9 Muse Spark 1.1 Extra High Meta 59.2% 2026-10-29
10 GPT-5.6 Terra Max OpenAI 58.9% 2026-10-29
11 Gemini 3.8 Flash High Google 58.0% 2026-10-29
12 Grok 4.6 High xAI 55.8% 2026-10-29
13 Qwen3.7 Plus Alibaba 54.3% 2026-10-29
14 GPT-5.6 Sol Max OpenAI 54.1% 2026-10-29
15 DeepSeek V4 Pro 0813 Max DeepSeek 53.8% 2026-10-29
16 Muse Spark 1.2 Extra High Meta 53.0% 2026-10-29
17 Gemini 3.5 Flash High Google 52.7% 2026-10-29
18 GPT-5.4 Extra High OpenAI 51.7% 2026-10-29
19 MiniMax-M3 MiniMax 51.5% 2026-10-29
20 DeepSeek V4 Pro Max DeepSeek 51.3% 2026-10-29
21 DeepSeek V4 Flash 0731 High DeepSeek 50.7% 2026-10-29
22 Kimi K2.7 Code Moonshot AI 50.0% 2026-10-29
23 Claude Sonnet 4.6 Max Anthropic 49.1% 2026-10-29
24 GLM-5.3 Max Zhipu AI 47.5% 2026-10-29
25 Claude Sonnet 5 Max Anthropic 46.5% 2026-10-29
26 GLM-5.2 Max Zhipu AI 45.1% 2026-10-29
27 Qwen3.8 Max Alibaba 42.0% 2026-10-29
28 Grok 4.3 High xAI 40.6% 2026-10-29
29 GLM-5.3-Flash Max Zhipu AI 40.2% 2026-10-29
30 Qwen3.8 27B Extra High Alibaba 38.1% 2026-10-29
31 Inkling Small Thinking Machines 33.6% 2026-10-29
32 Inkling Thinking Machines 26.1% 2026-10-29
33 Mercury 2.5 High Inception 18.1% 2026-10-29