Local Agent Bench - RTX3090 - Tool Selection: leaderboard
Local Agent Bench RTX3090 population: Tool Selection on a public deterministic 100-task tool-use suite. Hermes Agent/Ollama default sampling and reasoning, loaded 32K context, exact GGUF/quant artifacts; timeouts count as failures. Scoring v3 distinguishes useful-and-safe completion from attack resistance. Memory display tiers are not separate scored experiments.
Metric: Tool Selection (%). Source: localagentbench.com. Saturation forecast: Rough model projection: around 2026. 27 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Ollama gemma4:e4b (Local Agent Bench Run: quant=Q4_K_M;gguf=370c2879f17648d337b0ab4e208fdce348e24d1060064e93d7645daafd56d39c;engine=ollama0.40.6;reasoning=default;trials=3) | 100 | |
| 2 | Ollama qwen3:4b (Local Agent Bench Run: quant=Q4_K_M;gguf=3e4cb14174460404e7a233e531675303b2fbf7749c02f91864fe311ab6344e4f;engine=ollama0.40.6;reasoning=default;trials=3) | 100 | |
| 3 | Ollama qwen2.5:7b (Local Agent Bench Run: quant=Q4_K_M;gguf=2bada8a7450677000f678be90653b85d364de7db25eb5ea54136ada5f3933730;engine=ollama0.40.6;reasoning=default;trials=3) | 100 | |
| 4 | Ollama gemma4:12b (Local Agent Bench Run: quant=Q4_K_M;gguf=bb722270d54346adc198f213851dbe0207e87c3ecf2a0aff4d92262726215391;engine=ollama0.40.6;reasoning=default;trials=3) | 100 | |
| 5 | Ollama gpt-oss:20b (Local Agent Bench Run: quant=MXFP4;gguf=8ecb5d4ad6172c63f9cbf1a07a04e525985a8a11a6e516da02b674c4010de716;engine=ollama0.40.6;reasoning=default;trials=3) | 100 | |
| 6 | Ollama qwen3-vl:8b (Local Agent Bench Run: quant=Q4_K_M;gguf=9c3e4853af40205c11b5d1000dfcf08e96454adfd872e48b934cd67d59ec3097;engine=ollama0.40.6;reasoning=default;trials=3) | 100 | |
| 7 | Ollama qwen3:14b (Local Agent Bench Run: quant=Q4_K_M;gguf=a8cc1361f3145dc01f6d77c6c82c9116b9ffe3c97b34716fe20418455876c40e;engine=ollama0.40.6;reasoning=default;trials=3) | 100 | |
| 8 | Ollama qwen3.5:9b (Local Agent Bench Run: quant=Q4_K_M;gguf=02d45dc1cf451ba2475ac33b301c2dd8f985abe4c182ce04a1f2f5bf0260278d;engine=ollama0.40.6;reasoning=default;trials=3) | 100 | |
| 9 | Ollama mistral-nemo:12b (Local Agent Bench Run: quant=Q4_K_M;gguf=b559938ab7a0392fc9ea9675b82280f2a15669ec3e0e0fc491c9cb0a7681cf94;engine=ollama0.40.6;reasoning=default;trials=3) | 100 | |
| 10 | Ollama llama3.1:8b (Local Agent Bench Run: quant=Q4_K_M;gguf=667b0c1932bc6ffc593ed1d03f895bf2dc8dc6df21db3042284a6f4416b06a29;engine=ollama0.40.6;reasoning=default;trials=3) | 100 |
Interactive version: theaggregate.ai/benchmark?slug=local-agent-bench-rtx3090-tool-selection · How It Works · Data refreshed daily, snapshot 2026-11-05.