Ko-AgentBench - L1 Single Tool Call: leaderboard

Ko-AgentBench level 1 — Korean-language agent tasks requiring one correctly selected and parameterized tool call; accuracy.

Metric: Argument Accuracy (%). Source: huggingface.co. Saturation forecast: Not forecast. 15 models tracked.

Top models

#ModelScoreOverall rank
1Nova 2.0 Lite (Non-reasoning)79.55#417 (Nova 2.0 Lite)
2Qwen 3 Next 80B A3B77.27#320
3Grok 4.1 Fast75#217
4GPT-572.73#98
5Gemini 2.5 Pro70.45#152
6GPT-5 Mini70.45#186
7GLM-4.6V68.18#316
8Claude Sonnet 4.565.91#142
9GPT-4o Mini65.91#599
10Gemini 2.5 Flash Lite63.64#422
11Gemini 2.5 Flash61.36#245
12Claude Haiku 4.561.36#280
13GPT-4o59.09#343
14Nova Lite59.09#754
15DeepSeek V3.154.55#264

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=ko-agentbench-l1-single-tool-call · How It Works · Data refreshed daily, snapshot 2026-10-20.