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ResearchFormerly WizWand

Bus Scheduling on NYC Queens (in-domain)

669.81Fuel ConsumptionClassic Method
595.86641,094.98571,594.1052,093.2243Apr 19, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Classic Method2026.04669.81462.6
Qwen3-8BFramework=TrafficClaw2026.04686.5507.52
Qwen3-32BFramework=TrafficClaw2026.04793.4528.89
TrafficClaw (8B)Model size=8B2026.04823.68450.12
SUMO-MCP2026.04903.04471.71
Qwen3-235BFramework=TrafficClaw2026.04980.78494.84
o4-miniFramework=TrafficClaw2026.04996.86499.39
AIDE2026.041,042.66449.21
TrafficGPT2026.041,170.44564.85
DeepSeek-V3.2Framework=TrafficClaw2026.041,668.97458.92
Gemini-3.1-ProFramework=TrafficClaw2026.041,880.37441.01
MiniMax-M2.5Framework=TrafficClaw2026.042,282.35468.99
Kimi-K2.5Framework=TrafficClaw2026.042,518.4488.69