@@ -76,121 +76,147 @@ const calculateAverageScore = (metrics: {
7676
7777const rawRouterData = [
7878 {
79- 'Router Name' : 'RouterDC' ,
80- 'Arena Score' : 33.75 ,
81- 'Optimal Selection Score' : 39.84 ,
82- 'Optimal Cost Score' : 72.998 ,
83- 'Optimal Acc. Score' : 49.05 ,
84- 'Robustness Score' : 97.6 ,
85- 'Latency Score' : 10.7527 ,
79+ "Router Name" : "RouterDC" ,
80+ "Arena Score" : 33.75 ,
81+ "Optimal Selection Score" : 39.84 ,
82+ "Optimal Cost Score" : 72.998 ,
83+ "Optimal Acc. Score" : 49.05 ,
84+ "Robustness Score" : 97.6 ,
85+ "Latency Score" : 10.7527 ,
86+ "Accuracy" : 32.01 ,
87+ "Cost per 1k" : 0.07
8688 } ,
8789 {
88- 'Router Name' : 'azure' ,
89- 'Arena Score' : 66.66 ,
90- 'Optimal Selection Score' : 22.52 ,
91- 'Optimal Cost Score' : 46.322 ,
92- 'Optimal Acc. Score' : 81.96 ,
93- 'Robustness Score' : null ,
94- 'Latency Score' : null ,
90+ "Router Name" : "azure" ,
91+ "Arena Score" : 66.66 ,
92+ "Optimal Selection Score" : 22.52 ,
93+ "Optimal Cost Score" : 46.322 ,
94+ "Optimal Acc. Score" : 81.96 ,
95+ "Robustness Score" : null ,
96+ "Latency Score" : null ,
97+ "Accuracy" : 68.09 ,
98+ "Cost per 1k" : 0.54
9599 } ,
96100 {
97- 'Router Name' : 'carrot' ,
98- 'Arena Score' : 63.87 ,
99- 'Optimal Selection Score' : 2.68 ,
100- 'Optimal Cost Score' : 6.7697 ,
101- 'Optimal Acc. Score' : 78.63 ,
102- 'Robustness Score' : 93.6 ,
103- 'Latency Score' : 1.4993 ,
101+ "Router Name" : "carrot" ,
102+ "Arena Score" : 63.87 ,
103+ "Optimal Selection Score" : 2.68 ,
104+ "Optimal Cost Score" : 6.7697 ,
105+ "Optimal Acc. Score" : 78.63 ,
106+ "Robustness Score" : 93.6 ,
107+ "Latency Score" : 1.4993 ,
108+ "Accuracy" : 67.21 ,
109+ "Cost per 1k" : 2.06
104110 } ,
105111 {
106- 'Router Name' : 'gpt5' ,
107- 'Arena Score' : 64.32 ,
108- 'Optimal Selection Score' : null ,
109- 'Optimal Cost Score' : null ,
110- 'Optimal Acc. Score' : null ,
111- 'Robustness Score' : null ,
112- 'Latency Score' : null ,
112+ "Router Name" : "gpt5" ,
113+ "Arena Score" : 64.32 ,
114+ "Optimal Selection Score" : null ,
115+ "Optimal Cost Score" : null ,
116+ "Optimal Acc. Score" : null ,
117+ "Robustness Score" : null ,
118+ "Latency Score" : null ,
119+ "Accuracy" : 73.96 ,
120+ "Cost per 1k" : 10.02
113121 } ,
114122 {
115- 'Router Name' : 'graphrouter' ,
116- 'Arena Score' : 57.22 ,
117- 'Optimal Selection Score' : 4.73 ,
118- 'Optimal Cost Score' : 38.3347 ,
119- 'Optimal Acc. Score' : 74.25 ,
120- 'Robustness Score' : 97.5 ,
121- 'Latency Score' : 2.6954 ,
123+ "Router Name" : "graphrouter" ,
124+ "Arena Score" : 57.22 ,
125+ "Optimal Selection Score" : 4.73 ,
126+ "Optimal Cost Score" : 38.3347 ,
127+ "Optimal Acc. Score" : 74.25 ,
128+ "Robustness Score" : 97.5 ,
129+ "Latency Score" : 2.6954 ,
130+ "Accuracy" : 57.00 ,
131+ "Cost per 1k" : 0.34
122132 } ,
123133 {
124- 'Router Name' : 'mirt_bert' ,
125- 'Arena Score' : 66.89 ,
126- 'Optimal Selection Score' : 3.44 ,
127- 'Optimal Cost Score' : 19.6178 ,
128- 'Optimal Acc. Score' : 78.18 ,
129- 'Robustness Score' : 94.5 ,
130- 'Latency Score' : 27.027 ,
134+ "Router Name" : "mirt_bert" ,
135+ "Arena Score" : 66.89 ,
136+ "Optimal Selection Score" : 3.44 ,
137+ "Optimal Cost Score" : 19.6178 ,
138+ "Optimal Acc. Score" : 78.18 ,
139+ "Robustness Score" : 94.5 ,
140+ "Latency Score" : 27.027 ,
141+ "Accuracy" : 66.88 ,
142+ "Cost per 1k" : 0.15
131143 } ,
132144 {
133- 'Router Name' : 'nirt_bert' ,
134- 'Arena Score' : 66.12 ,
135- 'Optimal Selection Score' : 3.83 ,
136- 'Optimal Cost Score' : 14.039 ,
137- 'Optimal Acc. Score' : 77.88 ,
138- 'Robustness Score' : 44.5 ,
139- 'Latency Score' : 10.4167 ,
145+ "Router Name" : "nirt_bert" ,
146+ "Arena Score" : 66.12 ,
147+ "Optimal Selection Score" : 3.83 ,
148+ "Optimal Cost Score" : 14.039 ,
149+ "Optimal Acc. Score" : 77.88 ,
150+ "Robustness Score" : 44.5 ,
151+ "Latency Score" : 10.4167 ,
152+ "Accuracy" : 66.34 ,
153+ "Cost per 1k" : 0.21
140154 } ,
141155 {
142- 'Router Name' : 'notdiamond' ,
143- 'Arena Score' : 63.0 ,
144- 'Optimal Selection Score' : 1.55 ,
145- 'Optimal Cost Score' : 2.1367 ,
146- 'Optimal Acc. Score' : 76.81 ,
147- 'Robustness Score' : null ,
148- 'Latency Score' : null ,
156+ "Router Name" : "notdiamond" ,
157+ "Arena Score" : 63.0 ,
158+ "Optimal Selection Score" : 1.55 ,
159+ "Optimal Cost Score" : 2.1367 ,
160+ "Optimal Acc. Score" : 76.81 ,
161+ "Robustness Score" : null ,
162+ "Latency Score" : null ,
163+ "Accuracy" : 60.83 ,
164+ "Cost per 1k" : 4.10
149165 } ,
150166 {
151- 'Router Name' : 'routellm' ,
152- 'Arena Score' : 48.07 ,
153- 'Optimal Selection Score' : 99.72 ,
154- 'Optimal Cost Score' : 99.6314 ,
155- 'Optimal Acc. Score' : 68.76 ,
156- 'Robustness Score' : 99.8 ,
157- 'Latency Score' : 0.4016 ,
167+ "Router Name" : "routellm" ,
168+ "Arena Score" : 48.07 ,
169+ "Optimal Selection Score" : 99.72 ,
170+ "Optimal Cost Score" : 99.6314 ,
171+ "Optimal Acc. Score" : 68.76 ,
172+ "Robustness Score" : 99.8 ,
173+ "Latency Score" : 0.4016 ,
174+ "Accuracy" : 47.04 ,
175+ "Cost per 1k" : 0.27
158176 } ,
159177 {
160- 'Router Name' : 'routerbench_knn' ,
161- 'Arena Score' : 55.48 ,
162- 'Optimal Selection Score' : 13.09 ,
163- 'Optimal Cost Score' : 25.4887 ,
164- 'Optimal Acc. Score' : 78.77 ,
165- 'Robustness Score' : 51.3 ,
166- 'Latency Score' : 1.328 ,
178+ "Router Name" : "routerbench_knn" ,
179+ "Arena Score" : 55.48 ,
180+ "Optimal Selection Score" : 13.09 ,
181+ "Optimal Cost Score" : 25.4887 ,
182+ "Optimal Acc. Score" : 78.77 ,
183+ "Robustness Score" : 51.3 ,
184+ "Latency Score" : 1.328 ,
185+ "Accuracy" : 58.69 ,
186+ "Cost per 1k" : 4.27
167187 } ,
168188 {
169- 'Router Name' : 'routerbench_mlp' ,
170- 'Arena Score' : 57.56 ,
171- 'Optimal Selection Score' : 13.39 ,
172- 'Optimal Cost Score' : 24.4499 ,
173- 'Optimal Acc. Score' : 83.32 ,
174- 'Robustness Score' : 96.9 ,
175- 'Latency Score' : 90.9091 ,
189+ "Router Name" : "routerbench_mlp" ,
190+ "Arena Score" : 57.56 ,
191+ "Optimal Selection Score" : 13.39 ,
192+ "Optimal Cost Score" : 24.4499 ,
193+ "Optimal Acc. Score" : 83.32 ,
194+ "Robustness Score" : 96.9 ,
195+ "Latency Score" : 90.9091 ,
196+ "Accuracy" : 61.62 ,
197+ "Cost per 1k" : 4.83
176198 } ,
177199 {
178- 'Router Name' : 'vllm' ,
179- 'Arena Score' : 64.32 ,
180- 'Optimal Selection Score' : 4.79 ,
181- 'Optimal Cost Score' : 12.5426 ,
182- 'Optimal Acc. Score' : 79.33 ,
183- 'Robustness Score' : 100.0 ,
184- 'Latency Score' : 0.1863 ,
200+ "Router Name" : "vllm" ,
201+ "Arena Score" : 64.32 ,
202+ "Optimal Selection Score" : 4.79 ,
203+ "Optimal Cost Score" : 12.5426 ,
204+ "Optimal Acc. Score" : 79.33 ,
205+ "Robustness Score" : 100.0 ,
206+ "Latency Score" : 0.1863 ,
207+ "Accuracy" : 67.28 ,
208+ "Cost per 1k" : 1.67
185209 } ,
186210 {
187- 'Router Name' : 'chayan' ,
188- 'Arena Score' : 63.83 ,
189- 'Optimal Selection Score' : 43.03 ,
190- 'Optimal Cost Score' : 43.75 ,
191- 'Optimal Acc. Score' : 88.74 ,
192- 'Robustness Score' : null ,
193- 'Latency Score' : null ,
211+ "Router Name" : "chayan" ,
212+ "Arena Score" : 63.83 ,
213+ "Optimal Selection Score" : 43.03 ,
214+ "Optimal Cost Score" : 43.75 ,
215+ "Optimal Acc. Score" : 88.74 ,
216+ "Robustness Score" : null ,
217+ "Latency Score" : null ,
218+ "Accuracy" : 64.89 ,
219+ "Cost per 1k" : 0.56
194220 }
195221] ;
196222
@@ -319,7 +345,7 @@ const routerMetadata: Record<
319345 name : 'Chayan' ,
320346 type : 'open-source' ,
321347 description : 'Chayan-based routing service' ,
322- affiliation : 'Adaptive Classifier' ,
348+ affiliation : 'Adaptive Classifier ' ,
323349 modelPool : [ 'GPT-4' , 'GPT-3.5' ] ,
324350 paperUrl : 'https://arxiv.org/abs/2024.xxxxx' ,
325351 githubUrl : 'https://huggingface.co/adaptive-classifier/chayan' ,
@@ -344,6 +370,8 @@ const routersWithRanks = rawRouterData.map(router => {
344370 optimalAccScore : roundNullableToOneDecimal ( router [ 'Optimal Acc. Score' ] ) ,
345371 robustnessScore : roundNullableToOneDecimal ( router [ 'Robustness Score' ] ) ,
346372 latencyScore : roundNullableToOneDecimal ( router [ 'Latency Score' ] ) ,
373+ accuracy : roundToOneDecimal ( router [ 'Accuracy' ] ) ,
374+ costPer1k : roundToOneDecimal ( router [ 'Cost per 1k' ] ) ,
347375 overallRank : 0 , // Will be calculated below
348376 } ;
349377
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