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288288 < h3 > Arena Score</ h3 >
289289 < p >
290290 A composite measure balancing accuracy and cost using a weighted harmonic mean.
291- Higher scores indicate routers that achieve the best accuracy– cost trade-off.
291+ Higher scores indicate routers that achieve the best accuracy- cost trade-off.
292292 </ p >
293293 </ div >
294294
295295 < div className = "metric-card" >
296296 < h3 > Cost Ratio Score</ h3 >
297297 < p >
298- Evaluates routing efficiency relative to an oracle.
298+ Evaluates the cost of the router's choices relative to an oracle that always selects the cheapest correct model .
299299 Routers with higher scores achieve comparable accuracy at lower inference cost.
300300 </ p >
301301 </ div >
302302
303303 < div className = "metric-card" >
304304 < h3 > Optimality Score</ h3 >
305305 < p >
306- Measures how often a router selects the cheapest correct model.
306+ Measures how often a router selects the optimal model (i.e., the model answers the question correctly with the lowest cost) .
307307 Higher values reflect closer alignment to cost-optimal routing behavior.
308308 </ p >
309309 </ div >
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