fedi-index: Matematikk
Matematisk resonnering: Arena-stemmer i matematikk og FrontierMath-kjøringer fra Epoch AI.
| # | Nivå | Modell | fedi-index | Persentil | Folk foretrekker | Løser oppgaver | Verdi | Kilder | Oppdeling av poengsummen |
|---|---|---|---|---|---|---|---|---|---|
| 1 | A | 1 491 ±4 | 100,0 | — | 1 511 | +53 | E | › | |
| 2 | S | 1 489 ±10 | 99,6 | 1 480 | 1 497 | +47 | AE | › | |
| 3 | S | 1 489 ±7 | 99 | 1 485 | 1 494 | +33 | AE | › | |
| 4 | S | 1 489 ±8 | 99 | 1 495 | 1 483 | +59 | AE | › | |
| 5 | A | 1 482 ±5 | 98 | — | 1 503 | +76◆ | E | › | |
| 6 | S | 1 478 ±10 | 98 | 1 434 | 1 509 | +12 | AE | › | |
| 7 | A | 1 470 ±7 | 98 | — | 1 491 | +50 | E | › | |
| 8 | S | 1 469 ±6 | 97 | 1 458 | 1 482 | +29 | AE | › | |
| 9 | A | 1 467 ±7 | 97 | — | 1 488 | −10 | E | › | |
| 10 | S | 1 467 ±7 | 96 | 1 444 | 1 493 | +40 | AE | › | |
| 11 | S | 1 464 ±7 | 96 | 1 486 | 1 435 | +41 | AE | › | |
| 12 | S | 1 463 ±9 | 96 | 1 488 | 1 436 | +84◆ | AE | › | |
| 13 | S | 1 462 ±7 | 95 | 1 458 | 1 467 | +27 | AE | › | |
| 14 | A | 1 461 ±7 | 95 | 1 460 | 1 462 | +39 | AE | › | |
| 15 | A | 1 461 ±10 | 94 | 1 473 | 1 447 | +81 | AE | › | |
| 16 | A | 1 460 ±11 | 94 | 1 465 | 1 455 | +74 | AE | › | |
| 17 | A | 1 458 ±7 | 94 | 1 469 | 1 443 | +35 | AE | › | |
| 18 | A | 1 457 ±8 | 93 | 1 436 | 1 482 | +38 | AE | › | |
| 20 | A | 1 454 ±8 | 92 | 1 473 | 1 430 | +49 | AE | › | |
| 21 | A | 1 453 ±9 | 92 | 1 467 | 1 437 | +54 | AE | › | |
| 22 | A | 1 451 ±8 | 92 | — | 1 472 | −32 | E | › | |
| 23 | A | 1 450 ±8 | 91 | 1 431 | 1 472 | +80 | AE | › | |
| 24 | A | 1 450 ±8 | 91 | 1 473 | 1 423 | +68 | AE | › | |
| 26 | A | 1 447 ±11 | 90 | 1 380 | 1 497 | +22 | AE | › | |
| 27 | A | 1 444 ±6 | 90 | 1 457 | 1 426 | +42 | AE | › | |
| 31 | A | 1 438 ±8 | 88 | 1 440 | 1 435 | +32 | AE | › | |
| 32 | A | 1 436 ±11 | 88 | 1 452 | — | +52 | A | › | |
| 34 | A | 1 434 ±12 | 87 | 1 451 | — | +58 | A | › | |
| 35 | A | 1 434 ±9 | 87 | — | 1 454 | −39 | E | › | |
| 36 | A | 1 433 ±9 | 86 | 1 448 | — | +33 | A | › | |
| 37 | A | 1 432 ±11 | 86 | 1 396 | 1 466 | +80 | AE | › | |
| 39 | A | 1 429 ±8 | 85 | 1 445 | 1 410 | +57 | AE | › | |
| 40 | A | 1 428 ±13 | 85 | 1 445 | — | — | A | › | |
| 41 | A | 1 427 ±8 | 84 | 1 432 | 1 421 | +35 | AE | › | |
| 43 | A | 1 426 ±7 | 84 | 1 416 | 1 439 | +12 | AE | › | |
| 44 | A | 1 423 ±8 | 83 | 1 437 | — | +21 | A | › | |
| 47 | A | 1 417 ±7 | 82 | 1 430 | 1 401 | +26 | AE | › | |
| 48 | A | 1 417 ±9 | 82 | — | 1 436 | +39 | E | › | |
| 50 | A | 1 416 ±9 | 81 | 1 397 | 1 437 | +32 | AE | › | |
| 57 | B | 1 411 ±8 | 78 | 1 439 | 1 380 | +52 | AE | › | |
| 58 | B | 1 411 ±7 | 78 | 1 436 | 1 382 | +2 | AE | › | |
| 59 | B | 1 410 ±16 | 77 | 1 426 | — | — | A | › | |
| 61 | B | 1 408 ±8 | 76 | 1 425 | 1 388 | +34 | AE | › | |
| 62 | B | 1 408 ±10 | 76 | 1 422 | — | +18 | A | › | |
| 63 | B | 1 407 ±12 | 76 | 1 422 | — | +31 | A | › | |
| 64 | B | 1 407 ±22 | 75 | 1 428 | — | +20 | A | › | |
| 67 | B | 1 405 ±9 | 74 | 1 418 | — | +24 | A | › | |
| 69 | B | 1 403 ±8 | 73 | 1 416 | — | +31 | A | › | |
| 71 | B | 1 401 ±7 | 72 | 1 397 | 1 407 | +14 | AE | › | |
| 72 | B | 1 401 ±9 | 72 | — | 1 417 | −63 | E | › | |
| 73 | B | 1 400 ±13 | 72 | 1 383 | 1 412 | +11 | AE | › | |
| 74 | B | 1 400 ±8 | 71 | 1 385 | 1 418 | −4 | AE | › | |
| 75 | B | 1 400 ±10 | 71 | 1 413 | — | — | A | › | |
| 76 | B | 1 400 ±4 | 70 | 1 426 | 1 368 | +5 | AE | › | |
| 77 | B | 1 399 ±9 | 70 | 1 412 | — | +54 | A | › | |
| 80 | B | 1 398 ±5 | 69 | 1 424 | 1 368 | −2 | AE | › | |
| 81 | B | 1 396 ±18 | 68 | 1 413 | — | — | A | › | |
| 83 | B | 1 396 ±12 | 68 | 1 409 | — | +33 | A | › | |
| 87 | B | 1 395 ±8 | 66 | 1 407 | — | −5 | A | › | |
| 88 | B | 1 394 ±12 | 66 | 1 408 | — | — | A | › | |
| 89 | B | 1 393 ±8 | 65 | 1 406 | — | +16 | A | › | |
| 90 | B | 1 392 ±7 | 65 | 1 404 | 1 378 | −17 | AE | › | |
| 92 | B | 1 392 ±20 | 64 | 1 410 | — | +14 | A | › | |
| 93 | B | 1 392 ±7 | 64 | 1 386 | 1 399 | +14 | AE | › | |
| 95 | B | 1 390 ±16 | 63 | 1 405 | — | +46 | A | › | |
| 96 | B | 1 390 ±7 | 63 | 1 410 | 1 370 | +29 | AE | › | |
| 98 | B | 1 389 ±8 | 62 | 1 401 | — | −12 | A | › | |
| 99 | B | 1 388 ±10 | 61 | 1 400 | — | −27 | A | › | |
| 102 | B | 1 386 ±8 | 60 | 1 421 | 1 350 | +2 | AE | › | |
| 105 | B | 1 383 ±8 | 59 | 1 394 | — | +25 | A | › | |
| 107 | B | 1 382 ±6 | 58 | 1 408 | 1 353 | −61 | AE | › | |
| 108 | B | 1 382 ±7 | 58 | 1 370 | 1 397 | +4 | AE | › | |
| 109 | B | 1 382 ±11 | 58 | 1 394 | — | +8 | A | › | |
| 111 | B | 1 380 ±6 | 57 | 1 391 | — | +7 | A | › | |
| 112 | B | 1 379 ±8 | 56 | 1 359 | 1 401 | +2 | AE | › | |
| 113 | B | 1 378 ±21 | 56 | 1 396 | — | — | A | › | |
| 114 | B | 1 378 ±6 | 56 | 1 389 | — | +19 | A | › | |
| 115 | B | 1 377 ±6 | 55 | 1 372 | 1 384 | −37 | AE | › | |
| 117 | B | 1 376 ±9 | 54 | 1 387 | — | +38 | A | › | |
| 118 | B | 1 375 ±17 | 54 | 1 389 | — | +47◆ | A | › | |
| 120 | B | 1 370 ±20 | 53 | 1 386 | — | +12 | A | › | |
| 122 | B | 1 367 ±6 | 52 | 1 377 | — | −12 | A | › | |
| 125 | B | 1 365 ±16 | 51 | 1 378 | — | +2 | A | › | |
| 130 | C | 1 361 ±9 | 49 | 1 372 | — | −24 | A | › | |
| 131 | C | 1 361 ±10 | 49 | 1 372 | — | −86 | A | › | |
| 133 | C | 1 359 ±11 | 48 | 1 370 | — | −45 | A | › | |
| 135 | C | 1 356 ±10 | 47 | — | 1 367 | +2 | E | › | |
| 136 | C | 1 354 ±15 | 47 | 1 366 | — | +4 | A | › | |
| 138 | C | 1 348 ±11 | 46 | 1 357 | — | −62 | A | › | |
| 139 | C | 1 347 ±9 | 46 | 1 356 | — | +19 | A | › | |
| 140 | C | 1 346 ±9 | 45 | — | 1 357 | −4 | E | › | |
| 143 | C | 1 341 ±9 | 44 | — | 1 351 | +57◆ | E | › | |
| 146 | C | 1 340 ±6 | 43 | 1 353 | 1 325 | −56 | AE | › | |
| 147 | C | 1 337 ±10 | 42 | 1 346 | — | +16 | A | › | |
| 149 | C | 1 337 ±11 | 42 | 1 303 | 1 363 | −7 | AE | › | |
| 150 | C | 1 336 ±23 | 41 | 1 350 | — | — | A | › | |
| 152 | C | 1 332 ±21 | 41 | 1 345 | — | — | A | › | |
| 153 | C | 1 332 ±16 | 40 | 1 342 | — | −36 | A | › | |
| 154 | C | 1 332 ±16 | 40 | 1 342 | — | — | A | › | |
| 156 | C | 1 329 ±10 | 39 | 1 338 | — | −31 | A | › | |
| 157 | C | 1 329 ±24 | 39 | 1 343 | — | −17 | A | › | |
| 158 | C | 1 328 ±6 | 38 | 1 330 | 1 326 | −42 | AE | › | |
| 160 | C | 1 326 ±19 | 37 | 1 337 | — | +3 | A | › | |
| 162 | C | 1 317 ±21 | 37 | 1 328 | — | — | A | › | |
| 163 | C | 1 315 ±11 | 36 | 1 323 | — | — | A | › | |
| 165 | C | 1 299 ±6 | 35 | 1 305 | — | — | A | › | |
| 166 | C | 1 296 ±19 | 35 | 1 304 | — | — | A | › | |
| 168 | C | 1 289 ±24 | 34 | 1 299 | — | — | A | › | |
| 169 | C | 1 287 ±16 | 34 | 1 293 | — | −134 | A | › | |
| 170 | C | 1 286 ±18 | 34 | 1 294 | — | — | A | › | |
| 171 | C | 1 286 ±8 | 33 | 1 291 | — | — | A | › | |
| 172 | C | 1 286 ±8 | 33 | 1 291 | — | — | A | › | |
| 173 | C | 1 283 ±12 | 32 | 1 288 | — | — | A | › | |
| 174 | C | 1 274 ±14 | 32 | 1 280 | — | — | A | › | |
| 175 | C | 1 262 ±8 | 32 | 1 266 | — | — | A | › | |
| 176 | C | 1 261 ±18 | 31 | 1 266 | — | −57 | A | › | |
| 178 | C | 1 260 ±7 | 30 | 1 263 | — | — | A | › | |
| 179 | C | 1 254 ±23 | 30 | 1 260 | — | — | A | › | |
| 180 | C | 1 245 ±8 | 30 | 1 248 | — | — | A | › | |
| 182 | C | 1 240 ±24 | 29 | 1 244 | — | — | A | › | |
| 183 | C | 1 236 ±11 | 28 | 1 238 | — | — | A | › | |
| 184 | C | 1 235 ±20 | 28 | 1 238 | — | — | A | › | |
| 185 | C | 1 228 ±22 | 28 | 1 231 | — | — | A | › | |
| 186 | C | 1 228 ±9 | 27 | 1 230 | — | — | A | › | |
| 187 | C | 1 226 ±18 | 27 | 1 228 | — | — | A | › | |
| 188 | C | 1 224 ±9 | 26 | 1 225 | — | — | A | › | |
| 189 | C | 1 219 ±13 | 26 | 1 220 | — | −178 | A | › | |
| 190 | C | 1 216 ±13 | 26 | 1 217 | — | — | A | › | |
| 191 | C | 1 215 ±10 | 25 | 1 216 | — | — | A | › | |
| 192 | D | 1 207 ±22 | 25 | 1 208 | — | — | A | › | |
| 193 | D | 1 207 ±7 | 24 | 1 207 | — | — | A | › | |
| 194 | D | 1 207 ±9 | 24 | 1 207 | — | — | A | › | |
| 195 | D | 1 197 ±20 | 24 | 1 197 | — | — | A | › | |
| 197 | D | 1 189 ±10 | 23 | 1 188 | — | — | A | › | |
| 199 | D | 1 186 ±9 | 22 | 1 185 | — | — | A | › | |
| 200 | D | 1 185 ±12 | 22 | 1 183 | — | — | A | › | |
| 201 | D | 1 179 ±9 | 21 | 1 178 | — | −199 | A | › | |
| 202 | D | 1 179 ±12 | 21 | 1 177 | — | — | A | › | |
| 203 | D | 1 175 ±11 | 20 | 1 173 | — | — | A | › | |
| 204 | D | 1 171 ±7 | 20 | 1 169 | — | −220 | A | › | |
| 205 | D | 1 171 ±8 | 20 | 1 169 | — | — | A | › | |
| 206 | D | 1 169 ±21 | 19 | 1 166 | — | — | A | › | |
| 207 | D | 1 168 ±13 | 19 | 1 166 | — | −160 | A | › | |
| 208 | D | 1 164 ±22 | 18 | 1 160 | — | — | A | › | |
| 209 | D | 1 164 ±10 | 18 | 1 161 | — | — | A | › | |
| 210 | D | 1 161 ±11 | 18 | 1 158 | — | — | A | › | |
| 211 | D | 1 160 ±11 | 17 | 1 157 | — | −219 | A | › | |
| 212 | D | 1 159 ±18 | 17 | 1 156 | — | — | A | › | |
| 213 | D | 1 155 ±10 | 16 | 1 152 | — | — | A | › | |
| 214 | D | 1 155 ±15 | 16 | 1 151 | — | — | A | › | |
| 215 | D | 1 145 ±12 | 16 | 1 141 | — | — | A | › | |
| 216 | D | 1 143 ±16 | 15 | 1 139 | — | −275 | A | › | |
| 217 | D | 1 139 ±11 | 15 | 1 135 | — | — | A | › | |
| 218 | D | 1 138 ±12 | 15 | 1 134 | — | — | A | › | |
| 219 | D | 1 133 ±15 | 14 | 1 128 | — | — | A | › | |
| 220 | D | 1 133 ±16 | 14 | 1 127 | — | — | A | › | |
| 221 | D | 1 129 ±11 | 13 | 1 124 | — | — | A | › | |
| 222 | D | 1 127 ±10 | 13 | 1 122 | — | −243 | A | › | |
| 223 | D | 1 126 ±15 | 13 | 1 119 | — | — | A | › | |
| 224 | D | 1 125 ±10 | 12 | 1 120 | — | — | A | › | |
| 225 | D | 1 124 ±11 | 12 | 1 118 | — | — | A | › | |
| 226 | D | 1 123 ±10 | 11 | 1 118 | — | — | A | › | |
| 227 | D | 1 118 ±16 | 11 | 1 111 | — | — | A | › | |
| 228 | D | 1 109 ±11 | 11 | 1 102 | — | −272 | A | › | |
| 229 | D | 1 105 ±10 | 10 | 1 099 | — | −230 | A | › | |
| 230 | D | 1 104 ±17 | 10 | 1 096 | — | — | A | › | |
| 231 | D | 1 103 ±13 | 9 | 1 096 | — | — | A | › | |
| 232 | D | 1 101 ±21 | 9 | 1 090 | — | — | A | › | |
| 233 | D | 1 093 ±10 | 9 | 1 086 | — | — | A | › | |
| 234 | D | 1 091 ±17 | 8 | 1 082 | — | — | A | › | |
| 235 | D | 1 089 ±17 | 8 | 1 079 | — | — | A | › | |
| 236 | D | 1 084 ±16 | 8 | 1 075 | — | — | A | › | |
| 237 | D | 1 078 ±16 | 7 | 1 068 | — | — | A | › | |
| 238 | D | 1 075 ±13 | 7 | 1 066 | — | — | A | › | |
| 239 | D | 1 070 ±14 | 6 | 1 060 | — | — | A | › | |
| 240 | D | 1 066 ±16 | 6 | 1 054 | — | — | A | › | |
| 241 | D | 1 060 ±15 | 6 | 1 049 | — | −274 | A | › | |
| 242 | D | 1 060 ±11 | 5 | 1 050 | — | — | A | › | |
| 243 | D | 1 058 ±14 | 5 | 1 047 | — | — | A | › | |
| 244 | D | 1 053 ±17 | 4 | 1 040 | — | — | A | › | |
| 245 | D | 1 052 ±16 | 4 | 1 040 | — | — | A | › | |
| 246 | D | 1 035 ±17 | 4 | 1 020 | — | — | A | › | |
| 247 | D | 1 032 ±19 | 3 | 1 017 | — | — | A | › | |
| 248 | D | 984 ±17 | 3 | 966 | — | — | A | › | |
| 249 | D | 984 ±20 | 2 | 963 | — | — | A | › | |
| 250 | D | 980 ±19 | 2 | 959 | — | — | A | › | |
| 251 | D | 979 ±20 | 2 | 958 | — | — | A | › | |
| 252 | D | 967 ±18 | 1 | 946 | — | — | A | › | |
| 253 | D | 953 ±18 | 1 | 931 | — | — | A | › | |
| 254 | D | 946 ±22 | 0 | 919 | — | — | A | › | |
| 255 | D | 934 ±20 | 0 | 908 | — | — | A | › |
EEpoch AI (benchmarks)AArena (menneskelige stemmer) ◆ Pareto-front: ingen er både bedre og billigere
fedi-index er en Elo-ekvivalent på en fast skala: sammenlignbar mellom måneder innenfor én metodikkversjon. Nivå S–D: etter persentil i utsnittet, og ikke bedre enn konfidensintervallet tillater (grenser i metodikken). «Foreløpig» — bare én kildefamilie har målt modellen her. Metodikk
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