fedi-index: Koding
Hvilke modeller skriver best kode: Arena-stemmer for koding og webutvikling pluss uavhengige SWE-bench-kjøringer.
| # | Nivå | Modell | fedi-index | Persentil | Folk foretrekker | Løser oppgaver | Verdi | Kilder | Oppdeling av poengsummen |
|---|---|---|---|---|---|---|---|---|---|
| 1 | A | 1 489 ±7 | 100,0 | 1 501 | — | +76◆ | A | › | |
| 2 | A | 1 478 ±8 | 99,6 | 1 491 | — | +50 | A | › | |
| 3 | A | 1 477 ±5 | 99 | 1 488 | — | +47 | A | › | |
| 4 | A | 1 474 ±6 | 99 | 1 486 | — | — | A | › | |
| 5 | A | 1 474 ±3 | 99 | 1 485 | — | +59 | A | › | |
| 6 | A | 1 471 ±4 | 98 | 1 485 | — | +12 | A | › | |
| 7 | A | 1 464 ±6 | 98 | 1 479 | — | +53 | A | › | |
| 10 | A | 1 461 ±4 | 97 | 1 472 | — | +74 | A | › | |
| 13 | A | 1 459 ±3 | 96 | 1 470 | — | +33 | A | › | |
| 14 | S | 1 458 ±3 | 95 | 1 465 | 1 424 | +41 | AE | › | |
| 15 | A | 1 458 ±4 | 95 | 1 468 | — | +54 | A | › | |
| 16 | A | 1 458 ±3 | 95 | 1 460 | 1 447 | +35 | AE | › | |
| 20 | A | 1 450 ±3 | 93 | 1 459 | — | +84◆ | A | › | |
| 22 | A | 1 449 ±3 | 92 | 1 459 | — | +40 | A | › | |
| 24 | A | 1 446 ±3 | 92 | 1 456 | — | +81 | A | › | |
| 25 | A | 1 444 ±4 | 91 | 1 457 | — | +22 | A | › | |
| 26 | A | 1 442 ±3 | 91 | 1 449 | 1 409 | +21 | AE | › | |
| 28 | A | 1 440 ±4 | 90 | 1 445 | 1 415 | +2 | AE | › | |
| 29 | A | 1 440 ±3 | 90 | 1 449 | — | +58 | A | › | |
| 31 | A | 1 439 ±3 | 89 | 1 441 | 1 427 | +49 | AE | › | |
| 32 | A | 1 439 ±2 | 89 | 1 448 | — | +27 | A | › | |
| 33 | A | 1 438 ±6 | 88 | 1 443 | 1 418 | +39 | AE | › | |
| 34 | A | 1 437 ±7 | 88 | 1 448 | — | +32 | A | › | |
| 35 | A | 1 436 ±3 | 88 | 1 446 | — | +68 | A | › | |
| 37 | A | 1 436 ±3 | 87 | 1 446 | — | +32 | A | › | |
| 38 | A | 1 435 ±6 | 87 | 1 444 | — | +52 | A | › | |
| 39 | A | 1 435 ±2 | 86 | 1 444 | — | +29 | A | › | |
| 40 | A | 1 434 ±4 | 86 | 1 438 | 1 416 | +39 | AE | › | |
| 41 | A | 1 434 ±6 | 86 | 1 444 | — | +62 | A | › | |
| 42 | A | 1 434 ±6 | 85 | 1 443 | — | — | A | › | |
| 44 | A | 1 433 ±3 | 84 | 1 443 | — | +32 | A | › | |
| 46 | A | 1 432 ±3 | 84 | 1 441 | — | +35 | A | › | |
| 47 | A | 1 431 ±3 | 83 | 1 440 | — | +38 | A | › | |
| 48 | A | 1 431 ±2 | 83 | 1 440 | — | — | A | › | |
| 49 | A | 1 430 ±4 | 83 | 1 414 | — | +11 | A | › | |
| 50 | A | 1 429 ±8 | 82 | 1 439 | — | — | A | › | |
| 52 | A | 1 427 ±6 | 82 | 1 429 | 1 415 | +20 | AE | › | |
| 53 | A | 1 424 ±15 | 81 | 1 436 | — | — | A | › | |
| 54 | A | 1 424 ±3 | 81 | 1 433 | — | +80 | A | › | |
| 55 | A | 1 424 ±3 | 80 | 1 436 | — | +80 | A | › | |
| 56 | A | 1 424 ±4 | 80 | 1 429 | 1 398 | +33 | AE | › | |
| 58 | B | 1 422 ±5 | 79 | 1 431 | — | +52 | A | › | |
| 59 | B | 1 422 ±4 | 79 | 1 431 | — | +31 | A | › | |
| 60 | B | 1 422 ±2 | 79 | 1 431 | — | +42 | A | › | |
| 62 | B | 1 421 ±6 | 78 | 1 430 | — | — | A | › | |
| 64 | B | 1 420 ±3 | 77 | 1 425 | 1 391 | −2 | AE | › | |
| 66 | B | 1 418 ±4 | 76 | 1 419 | 1 410 | +57 | AE | › | |
| 67 | B | 1 417 ±4 | 76 | 1 421 | 1 400 | −61 | AE | › | |
| 69 | B | 1 417 ±7 | 76 | 1 426 | — | +46 | A | › | |
| 70 | B | 1 417 ±3 | 75 | 1 426 | — | +31 | A | › | |
| 73 | B | 1 411 ±4 | 74 | 1 426 | 1 334 | +34 | AE | › | |
| 74 | B | 1 410 ±5 | 74 | 1 419 | — | +24 | A | › | |
| 76 | B | 1 409 ±4 | 73 | 1 411 | 1 402 | +12 | AE | › | |
| 77 | B | 1 408 ±7 | 73 | 1 417 | — | +2 | A | › | |
| 79 | B | 1 408 ±5 | 72 | 1 416 | — | — | A | › | |
| 80 | B | 1 408 ±5 | 72 | 1 416 | — | +14 | A | › | |
| 82 | B | 1 406 ±6 | 71 | 1 414 | — | +29 | A | › | |
| 83 | B | 1 406 ±4 | 70 | 1 406 | 1 401 | −4 | AE | › | |
| 84 | B | 1 405 ±4 | 70 | 1 411 | 1 377 | +18 | AE | › | |
| 87 | B | 1 402 ±2 | 69 | 1 410 | — | +26 | A | › | |
| 88 | B | 1 402 ±6 | 69 | 1 405 | 1 388 | −86 | AE | › | |
| 89 | B | 1 402 ±4 | 68 | 1 400 | 1 407 | +14 | AE | › | |
| 90 | B | 1 401 ±6 | 68 | 1 410 | — | +33 | A | › | |
| 92 | B | 1 399 ±3 | 67 | 1 406 | — | +54 | A | › | |
| 93 | B | 1 397 ±2 | 67 | 1 405 | — | +14 | A | › | |
| 95 | B | 1 395 ±2 | 66 | 1 402 | — | −12 | A | › | |
| 98 | B | 1 394 ±2 | 65 | 1 401 | — | −5 | A | › | |
| 99 | B | 1 393 ±4 | 65 | 1 401 | — | +47◆ | A | › | |
| 103 | B | 1 391 ±4 | 63 | 1 399 | — | +19 | A | › | |
| 105 | B | 1 390 ±6 | 62 | 1 398 | — | — | A | › | |
| 107 | B | 1 389 ±7 | 62 | 1 397 | — | −24 | A | › | |
| 111 | B | 1 385 ±2 | 60 | 1 392 | — | — | A | › | |
| 112 | B | 1 384 ±9 | 60 | 1 392 | — | +2 | A | › | |
| 113 | B | 1 384 ±6 | 60 | 1 392 | — | — | A | › | |
| 114 | B | 1 384 ±3 | 59 | 1 391 | — | — | A | › | |
| 115 | B | 1 383 ±3 | 59 | 1 390 | — | +7 | A | › | |
| 116 | B | 1 382 ±2 | 58 | 1 390 | — | +4 | A | › | |
| 117 | B | 1 382 ±7 | 58 | 1 390 | — | — | A | › | |
| 119 | B | 1 381 ±12 | 57 | 1 389 | — | +12 | A | › | |
| 120 | B | 1 380 ±3 | 57 | 1 387 | — | −12 | A | › | |
| 127 | B | 1 375 ±6 | 54 | 1 382 | — | −62 | A | › | |
| 129 | B | 1 373 ±6 | 54 | 1 375 | 1 363 | +2 | AE | › | |
| 130 | B | 1 373 ±5 | 53 | 1 377 | 1 353 | −17 | AE | › | |
| 132 | B | 1 370 ±6 | 53 | 1 376 | — | −45 | A | › | |
| 133 | B | 1 369 ±21 | 52 | 1 380 | — | — | A | › | |
| 134 | B | 1 368 ±5 | 52 | 1 374 | — | +14 | A | › | |
| 135 | B | 1 367 ±4 | 52 | 1 376 | 1 333 | +5 | AE | › | |
| 137 | B | 1 367 ±3 | 51 | 1 373 | — | +38 | A | › | |
| 138 | B | 1 366 ±4 | 50 | 1 375 | — | +25 | A | › | |
| 140 | C | 1 364 ±6 | 50 | 1 370 | — | +8 | A | › | |
| 141 | C | 1 364 ±2 | 50 | 1 370 | — | +16 | A | › | |
| 142 | C | 1 363 ±12 | 49 | — | 1 410 | — | E | › | |
| 143 | C | 1 363 ±5 | 49 | 1 369 | — | — | A | › | |
| 146 | C | 1 360 ±6 | 48 | 1 366 | — | — | A | › | |
| 149 | C | 1 356 ±16 | 47 | 1 364 | — | — | A | › | |
| 150 | C | 1 353 ±12 | 46 | 1 360 | — | — | A | › | |
| 151 | C | 1 352 ±6 | 46 | 1 358 | — | −31 | A | › | |
| 152 | C | 1 352 ±6 | 46 | 1 363 | 1 296 | −56 | AE | › | |
| 153 | C | 1 351 ±9 | 45 | 1 358 | — | −36 | A | › | |
| 154 | C | 1 351 ±16 | 45 | 1 358 | — | — | A | › | |
| 157 | C | 1 349 ±6 | 44 | 1 354 | — | — | A | › | |
| 159 | C | 1 348 ±5 | 43 | 1 353 | — | — | A | › | |
| 160 | C | 1 347 ±6 | 43 | 1 355 | — | −27 | A | › | |
| 161 | C | 1 346 ±8 | 42 | 1 353 | — | +4 | A | › | |
| 163 | C | 1 346 ±8 | 42 | 1 352 | — | −20 | A | › | |
| 165 | C | 1 342 ±6 | 41 | 1 348 | — | +16 | A | › | |
| 167 | C | 1 341 ±5 | 40 | 1 347 | — | +19 | A | › | |
| 168 | C | 1 340 ±14 | 40 | 1 347 | — | — | A | › | |
| 169 | C | 1 340 ±8 | 39 | 1 346 | — | +3 | A | › | |
| 170 | C | 1 340 ±7 | 39 | 1 345 | — | — | A | › | |
| 171 | C | 1 338 ±6 | 39 | 1 344 | — | −37 | A | › | |
| 172 | C | 1 337 ±6 | 38 | 1 343 | — | −42 | A | › | |
| 173 | C | 1 335 ±13 | 38 | 1 341 | — | −17 | A | › | |
| 174 | C | 1 334 ±12 | 38 | 1 340 | — | — | A | › | |
| 176 | C | 1 331 ±11 | 37 | 1 337 | — | — | A | › | |
| 178 | C | 1 330 ±17 | 36 | 1 336 | — | — | A | › | |
| 179 | C | 1 323 ±12 | 36 | 1 328 | — | −7 | A | › | |
| 181 | C | 1 320 ±9 | 35 | 1 325 | — | — | A | › | |
| 184 | C | 1 313 ±12 | 34 | 1 318 | — | — | A | › | |
| 187 | C | 1 296 ±14 | 33 | 1 301 | — | — | A | › | |
| 188 | C | 1 296 ±21 | 32 | 1 302 | — | — | A | › | |
| 189 | C | 1 294 ±15 | 32 | 1 298 | — | −134 | A | › | |
| 190 | C | 1 294 ±11 | 32 | 1 298 | — | — | A | › | |
| 191 | C | 1 293 ±8 | 31 | 1 297 | — | — | A | › | |
| 192 | C | 1 293 ±7 | 31 | 1 297 | — | — | A | › | |
| 193 | C | 1 289 ±13 | 31 | 1 293 | — | — | A | › | |
| 196 | C | 1 287 ±15 | 30 | 1 291 | — | — | A | › | |
| 197 | C | 1 286 ±15 | 29 | 1 290 | — | −57 | A | › | |
| 198 | C | 1 279 ±5 | 29 | 1 282 | — | — | A | › | |
| 200 | C | 1 259 ±7 | 28 | 1 261 | — | — | A | › | |
| 202 | C | 1 256 ±9 | 27 | 1 259 | — | — | A | › | |
| 203 | C | 1 252 ±6 | 27 | 1 254 | — | — | A | › | |
| 204 | C | 1 247 ±7 | 27 | 1 249 | — | — | A | › | |
| 205 | C | 1 244 ±9 | 26 | 1 245 | — | — | A | › | |
| 206 | C | 1 240 ±14 | 26 | 1 242 | — | — | A | › | |
| 207 | C | 1 234 ±8 | 26 | 1 235 | — | — | A | › | |
| 208 | C | 1 230 ±18 | 25 | 1 232 | — | — | A | › | |
| 209 | D | 1 227 ±19 | 25 | 1 228 | — | — | A | › | |
| 210 | D | 1 225 ±11 | 24 | 1 226 | — | — | A | › | |
| 211 | D | 1 225 ±11 | 24 | 1 226 | — | −178 | A | › | |
| 212 | D | 1 221 ±16 | 24 | 1 222 | — | — | A | › | |
| 213 | D | 1 217 ±8 | 24 | 1 218 | — | — | A | › | |
| 214 | D | 1 217 ±6 | 23 | 1 218 | — | — | A | › | |
| 215 | D | 1 211 ±21 | 23 | 1 211 | — | — | A | › | |
| 216 | D | 1 210 ±9 | 22 | 1 211 | — | — | A | › | |
| 218 | D | 1 196 ±12 | 22 | 1 195 | — | — | A | › | |
| 219 | D | 1 192 ±19 | 21 | 1 192 | — | — | A | › | |
| 220 | D | 1 190 ±19 | 21 | 1 190 | — | — | A | › | |
| 221 | D | 1 190 ±8 | 21 | 1 190 | — | — | A | › | |
| 222 | D | 1 186 ±12 | 20 | 1 185 | — | −160 | A | › | |
| 223 | D | 1 180 ±6 | 20 | 1 179 | — | −220 | A | › | |
| 224 | D | 1 178 ±8 | 20 | 1 177 | — | — | A | › | |
| 226 | D | 1 175 ±8 | 19 | 1 174 | — | — | A | › | |
| 227 | D | 1 175 ±10 | 18 | 1 174 | — | — | A | › | |
| 228 | D | 1 170 ±11 | 18 | 1 169 | — | — | A | › | |
| 229 | D | 1 167 ±9 | 18 | 1 165 | — | — | A | › | |
| 230 | D | 1 164 ±19 | 17 | 1 162 | — | — | A | › | |
| 231 | D | 1 157 ±10 | 17 | 1 155 | — | — | A | › | |
| 232 | D | 1 153 ±10 | 17 | 1 151 | — | — | A | › | |
| 233 | D | 1 148 ±9 | 16 | 1 146 | — | — | A | › | |
| 234 | D | 1 148 ±16 | 16 | 1 145 | — | — | A | › | |
| 235 | D | 1 147 ±8 | 16 | 1 145 | — | −199 | A | › | |
| 236 | D | 1 138 ±16 | 15 | 1 134 | — | — | A | › | |
| 237 | D | 1 134 ±14 | 15 | 1 131 | — | — | A | › | |
| 238 | D | 1 134 ±11 | 14 | 1 131 | — | — | A | › | |
| 239 | D | 1 133 ±10 | 14 | 1 130 | — | — | A | › | |
| 240 | D | 1 132 ±18 | 14 | 1 128 | — | −275 | A | › | |
| 241 | D | 1 131 ±16 | 13 | 1 127 | — | — | A | › | |
| 242 | D | 1 127 ±11 | 13 | 1 123 | — | — | A | › | |
| 243 | D | 1 124 ±9 | 13 | 1 121 | — | −219 | A | › | |
| 244 | D | 1 122 ±13 | 12 | 1 118 | — | — | A | › | |
| 245 | D | 1 118 ±11 | 12 | 1 114 | — | — | A | › | |
| 246 | D | 1 117 ±9 | 12 | 1 114 | — | −243 | A | › | |
| 247 | D | 1 117 ±14 | 11 | 1 112 | — | — | A | › | |
| 248 | D | 1 115 ±9 | 11 | 1 111 | — | — | A | › | |
| 249 | D | 1 110 ±18 | 10 | 1 105 | — | — | A | › | |
| 250 | D | 1 110 ±15 | 10 | 1 105 | — | — | A | › | |
| 251 | D | 1 110 ±8 | 10 | 1 106 | — | — | A | › | |
| 252 | D | 1 109 ±9 | 9 | 1 104 | — | −230 | A | › | |
| 253 | D | 1 106 ±10 | 9 | 1 102 | — | — | A | › | |
| 254 | D | 1 102 ±20 | 9 | 1 095 | — | — | A | › | |
| 255 | D | 1 098 ±18 | 8 | 1 092 | — | — | A | › | |
| 256 | D | 1 090 ±24 | 8 | 1 082 | — | — | A | › | |
| 257 | D | 1 083 ±16 | 8 | 1 076 | — | — | A | › | |
| 258 | D | 1 081 ±14 | 7 | 1 075 | — | — | A | › | |
| 259 | D | 1 076 ±11 | 7 | 1 071 | — | — | A | › | |
| 260 | D | 1 075 ±10 | 6 | 1 070 | — | −272 | A | › | |
| 261 | D | 1 075 ±17 | 6 | 1 068 | — | — | A | › | |
| 262 | D | 1 071 ±11 | 6 | 1 065 | — | — | A | › | |
| 263 | D | 1 070 ±21 | 5 | 1 062 | — | — | A | › | |
| 264 | D | 1 061 ±15 | 5 | 1 054 | — | −274 | A | › | |
| 265 | D | 1 060 ±17 | 5 | 1 052 | — | — | A | › | |
| 266 | D | 1 056 ±17 | 4 | 1 048 | — | — | A | › | |
| 267 | D | 1 049 ±17 | 4 | 1 040 | — | — | A | › | |
| 268 | D | 1 045 ±14 | 4 | 1 037 | — | — | A | › | |
| 269 | D | 1 043 ±16 | 3 | 1 034 | — | — | A | › | |
| 270 | D | 1 023 ±20 | 3 | 1 012 | — | — | A | › | |
| 271 | D | 1 006 ±18 | 2 | 995 | — | — | A | › | |
| 272 | D | 996 ±20 | 2 | 983 | — | — | A | › | |
| 273 | D | 989 ±23 | 2 | 974 | — | — | A | › | |
| 274 | D | 989 ±20 | 1 | 976 | — | — | A | › | |
| 275 | D | 973 ±19 | 1 | 960 | — | — | A | › | |
| 276 | D | 898 ±20 | 1 | 879 | — | — | A | › | |
| 277 | D | 890 ±24 | 0 | 867 | — | — | A | › | |
| 278 | D | 876 ±22 | 0 | 853 | — | — | A | › |
AArena (menneskelige stemmer)EEpoch AI (benchmarks) ◆ 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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