Local Deep Research - SimpleQA: leaderboard
Community-reported SimpleQA results for distinct Local Deep Research runs, retaining pipeline version, retrieval settings, iteration count and sample size. The source generator prioritizes the reported percentage; accompanying outcome counts are preserved even when they disagree.
Metric: Reported accuracy (%). Source: huggingface.co. Saturation forecast: Rough model projection: around 2026. 10 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | qwen3.6:latest (LDR Run: version=1.5.6; strategy=langgraph_agent; iterations=10; n=300; source=results/simpleqa/langgraph-agent/serper/qwen3.6-latest_2026-04-18.yaml) | 95.7 | |
| 2 | qwen3.6-27b (LDR Run: version=1.6.7; strategy=langgraph-agent; iterations=10; n=300; source=results/simpleqa/langgraph-agent/serper/qwen3.6-27b_2026-05-01.yaml) | 95.7 | |
| 3 | qwen3.6-27b (LDR Run: version=1.6.9; strategy=langgraph-agent; iterations=3; n=500; source=results/simpleqa/langgraph-agent/serper/qwen3.6-27b_2026-05-10.yaml) | 94.8 | |
| 4 | qwen3.6-27b (LDR Run: version=1.6.10; strategy=langgraph-agent; iterations=3; n=400; source=results/simpleqa/langgraph-agent/serper/qwen3.6-27b_2026-05-11.yaml) | 93.5 | |
| 5 | qwen3.5-9b (LDR Run: version=1.5.6; strategy=langgraph_agent; iterations=10; n=200; source=results/simpleqa/langgraph-agent/serper/qwen3.5-9b_2026-04-06.yaml) | 91.2 | |
| 6 | gemma4-31b (LDR Run: version=1.5.6; strategy=langgraph-agent; iterations=10; n=300; source=results/simpleqa/langgraph-agent/serper/gemma4-31b_2026-04-22.yaml) | 90.3 | |
| 7 | gpt-oss-120b (LDR Run: version=1.5.6; strategy=langgraph-agent; iterations=3; n=30; source=results/simpleqa/langgraph-agent/serper/gpt-oss-120b_2026-04-19.yaml) | 86.7 | |
| 8 | gpt-oss-20b (LDR Run: version=1.5.6; strategy=langgraph_agent; iterations=10; n=346; source=results/simpleqa/langgraph-agent/serper/gpt-oss-20b_2026-04-12.yaml) | 85.4 | |
| 9 | qwen3-4b (LDR Run: version=1.3.50; strategy=source_based; iterations=2; n=50; source=results/simpleqa/source-based/serper/qwen3-4b_2026-02-18.yaml) | 74 | |
| 10 | gemma4-26b (LDR Run: version=1.5.6; strategy=langgraph_agent; iterations=10; n=300; source=results/simpleqa/langgraph-agent/serper/gemma4-26b_2026-04-14.yaml) | 73.1 |
Interactive version: theaggregate.ai/benchmark?slug=local-deep-research-simpleqa · How It Works · Data refreshed daily, snapshot 2026-10-20.