AI IntelligenceSep 17, 2026AI Intelligence
Article
RideWay benchmark measures efficiency of ridehailing tool agents
Researchers introduced RideWay, an efficiency-centered benchmark for ridehailing agents operating in a stateful tool-calling environment. The benchmark uses Efficiency Utility, a success-gated metric that discounts successful trajectories for excess tool calls and user-facing turns.
Frontier EditorialSource: arXiv
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RideWay benchmark measures efficiency of ridehailing tool agents: Researchers introduced RideWay, an efficiency-centered benchmark for ridehailing agents operating in a stateful tool-calling environment. The benchmark uses Efficiency Utility, a success-gated metric that discounts successful trajectories for excess tool calls and user-facing turns.
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