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fedi-index: Codice

Quali modelli programmano meglio: voti Arena su codice e sviluppo web più esecuzioni indipendenti di SWE-bench.

Dati in tempo reale di 2026-10 (ricalcolati ogni giorno) · Metodologia v1 · Metodologia · Storico · JSON

Tutti Pesi aperti Chiusi
# Tier Modello fedi-index Percentile Preferito dalle persone Risolve compiti Qualità-prezzo Fonti Scomposizione del punteggio
1A1.489 ±7100,01.501— +76◆ A›
2A1.478 ±899,61.491— +50 A›
3A1.477 ±5991.488— +47 A›
4A1.474 ±6991.486— — A›
5A1.474 ±3991.485— +59 A›
6A1.471 ±4981.485— +12 A›
7A1.464 ±6981.479— +53 A›
8A1.462 ±2981.472— — A›
9A1.461 ±6971.472— +93◆ A›
10A1.461 ±4971.472— +74 A›
11A1.460 ±2961.471— — A›
12A1.460 ±3961.470— +44 A›
13A1.459 ±3961.470— +33 A›
14S1.458 ±3951.4651.424 +41 AE›
15A1.458 ±4951.468— +54 A›
16A1.458 ±3951.4601.447 +35 AE›
17A1.452 ±3941.463— +105◆ A›
18A1.452 ±5941.463— +92◆ A›
19A1.450 ±4941.460— +60 A›
20A1.450 ±3931.459— +84◆ A›
21A1.449 ±12931.461— +98◆ A›
22A1.449 ±3921.459— +40 A›
23A1.448 ±3921.4521.424 +45 AE›
24A1.446 ±3921.456— +81 A›
25A1.444 ±4911.457— +22 A›
26A1.442 ±3911.4491.409 +21 AE›
27A1.441 ±4911.451— +46 A›
28A1.440 ±4901.4451.415 +2 AE›
29A1.440 ±3901.449— +58 A›
30A1.439 ±5901.4431.420 +33 AE›
31A1.439 ±3891.4411.427 +49 AE›
32A1.439 ±2891.448— +27 A›
33A1.438 ±6881.4431.418 +39 AE›
34A1.437 ±7881.448— +32 A›
35A1.436 ±3881.446— +68 A›
36A1.436 ±4871.4411.415 +44 AE›
37A1.436 ±3871.446— +32 A›
38A1.435 ±6871.444— +52 A›
39A1.435 ±2861.444— +29 A›
40A1.434 ±4861.4381.416 +39 AE›
41A1.434 ±6861.444— +62 A›
42A1.434 ±6851.443— — A›
43A1.434 ±3851.4401.404 +36 AE›
44A1.433 ±3841.443— +32 A›
45A1.433 ±2841.442— +80 A›
46A1.432 ±3841.441— +35 A›
47A1.431 ±3831.440— +38 A›
48A1.431 ±2831.440— — A›
49A1.430 ±4831.414— +11 A›
50A1.429 ±8821.439— — A›
51A1.428 ±3821.438— +71 A›
52A1.427 ±6821.4291.415 +20 AE›
53A1.424 ±15811.436— — A›
54A1.424 ±3811.433— +80 A›
55A1.424 ±3801.436— +80 A›
56A1.424 ±4801.4291.398 +33 AE›
57B1.423 ±5801.4271.402 +36 AE›
58B1.422 ±5791.431— +52 A›
59B1.422 ±4791.431— +31 A›
60B1.422 ±2791.431— +42 A›
61B1.421 ±4781.430— +68 A›
62B1.421 ±6781.430— — A›
63B1.421 ±2781.429— +50 A›
64B1.420 ±3771.4251.391 -2 AE›
65B1.419 ±2771.428— +9 A›
66B1.418 ±4761.4191.410 +57 AE›
67B1.417 ±4761.4211.400 -61 AE›
68B1.417 ±9761.426— +33 A›
69B1.417 ±7761.426— +46 A›
70B1.417 ±3751.426— +31 A›
71B1.415 ±4751.4191.394 +23 AE›
72B1.415 ±3741.423— +75 A›
73B1.411 ±4741.4261.334 +34 AE›
74B1.410 ±5741.419— +24 A›
75B1.409 ±3731.418— +26 A›
76B1.409 ±4731.4111.402 +12 AE›
77B1.408 ±7731.417— +2 A›
78B1.408 ±2721.416— +27 A›
79B1.408 ±5721.416— — A›
80B1.408 ±5721.416— +14 A›
81B1.408 ±5711.416— +20 A›
82B1.406 ±6711.414— +29 A›
83B1.406 ±4701.4061.401 -4 AE›
84B1.405 ±4701.4111.377 +18 AE›
85B1.404 ±3701.412— +38 A›
86B1.403 ±2691.411— +32 A›
87B1.402 ±2691.410— +26 A›
88B1.402 ±6691.4051.388 -86 AE›
89B1.402 ±4681.4001.407 +14 AE›
90B1.401 ±6681.410— +33 A›
91B1.399 ±6681.407— +58 A›
92B1.399 ±3671.406— +54 A›
93B1.397 ±2671.405— +14 A›
94B1.396 ±7661.404— +32 A›
95B1.395 ±2661.402— -12 A›
96B1.394 ±3661.401— +26 A›
97B1.394 ±6651.402— +54 A›
98B1.394 ±2651.401— -5 A›
99B1.393 ±4651.401— +47◆ A›
100B1.393 ±5641.401— +50 A›
101B1.392 ±10641.401— +27 A›
102B1.391 ±3641.399— +14 A›
103B1.391 ±4631.399— +19 A›
104B1.391 ±7631.399— +18 A›
105B1.390 ±6621.398— — A›
106B1.390 ±3621.398— +55◆ A›
107B1.389 ±7621.397— -24 A›
108B1.388 ±4611.396— +18 A›
109B1.387 ±3611.395— +14 A›
110B1.387 ±2611.394— — A›
111B1.385 ±2601.392— — A›
112B1.384 ±9601.392— +2 A›
113B1.384 ±6601.392— — A›
114B1.384 ±3591.391— — A›
115B1.383 ±3591.390— +7 A›
116B1.382 ±2581.390— +4 A›
117B1.382 ±7581.390— — A›
118B1.381 ±11581.389— -17 A›
119B1.381 ±12571.389— +12 A›
120B1.380 ±3571.387— -12 A›
121B1.379 ±5571.387— +46 A›
122B1.377 ±18561.387— +31 A›
123B1.376 ±7561.384— +25 A›
124B1.376 ±11561.384— +19 A›
125B1.375 ±2551.384— +9 A›
126B1.375 ±3551.382— — A›
127B1.375 ±6541.382— -62 A›
128B1.374 ±4541.383— -19 A›
129B1.373 ±6541.3751.363 +2 AE›
130B1.373 ±5531.3771.353 -17 AE›
131B1.371 ±4531.377— -22 A›
132B1.370 ±6531.376— -45 A›
133B1.369 ±21521.380— — A›
134B1.368 ±5521.374— +14 A›
135B1.367 ±4521.3761.333 +5 AE›
136B1.367 ±4511.374— +11 A›
137B1.367 ±3511.373— +38 A›
138B1.366 ±4501.375— +25 A›
139B1.365 ±10501.372— +0 A›
140C1.364 ±6501.370— +8 A›
141C1.364 ±2501.370— +16 A›
142C1.363 ±1249—1.410 — E›
143C1.363 ±5491.369— — A›
144C1.361 ±10481.368— -22 A›
145C1.361 ±6481.368— -2 A›
146C1.360 ±6481.366— — A›
147C1.357 ±6471.364— -32 A›
148C1.356 ±9471.363— -10 A›
149C1.356 ±16471.364— — A›
150C1.353 ±12461.360— — A›
151C1.352 ±6461.358— -31 A›
152C1.352 ±6461.3631.296 -56 AE›
153C1.351 ±9451.358— -36 A›
154C1.351 ±16451.358— — A›
155C1.349 ±9441.355— +1 A›
156C1.349 ±19441.357— -12 A›
157C1.349 ±6441.354— — A›
158C1.348 ±6431.354— -2 A›
159C1.348 ±5431.353— — A›
160C1.347 ±6431.355— -27 A›
161C1.346 ±8421.353— +4 A›
162C1.346 ±8421.352— +6 A›
163C1.346 ±8421.352— -20 A›
164C1.344 ±4411.350— -30 A›
165C1.342 ±6411.348— +16 A›
166C1.342 ±16401.349— -14 A›
167C1.341 ±5401.347— +19 A›
168C1.340 ±14401.347— — A›
169C1.340 ±8391.346— +3 A›
170C1.340 ±7391.345— — A›
171C1.338 ±6391.344— -37 A›
172C1.337 ±6381.343— -42 A›
173C1.335 ±13381.341— -17 A›
174C1.334 ±12381.340— — A›
175C1.333 ±8371.339— -14 A›
176C1.331 ±11371.337— — A›
177C1.330 ±6361.336— -36 A›
178C1.330 ±17361.336— — A›
179C1.323 ±12361.328— -7 A›
180C1.323 ±17351.329— -40 A›
181C1.320 ±9351.325— — A›
182C1.318 ±15351.324— -60 A›
183C1.316 ±8341.321— — A›
184C1.313 ±12341.318— — A›
185C1.313 ±7341.317— -29 A›
186C1.308 ±9331.333— -28 A›
187C1.296 ±14331.301— — A›
188C1.296 ±21321.302— — A›
189C1.294 ±15321.298— -134 A›
190C1.294 ±11321.298— — A›
191C1.293 ±8311.297— — A›
192C1.293 ±7311.297— — A›
193C1.289 ±13311.293— — A›
194C1.288 ±10301.292— -26 A›
195C1.287 ±22301.293— — A›
196C1.287 ±15301.291— — A›
197C1.286 ±15291.290— -57 A›
198C1.279 ±5291.282— — A›
199C1.260 ±12281.262— -95 A›
200C1.259 ±7281.261— — A›
201C1.258 ±8281.260— — A›
202C1.256 ±9271.259— — A›
203C1.252 ±6271.254— — A›
204C1.247 ±7271.249— — A›
205C1.244 ±9261.245— — A›
206C1.240 ±14261.242— — A›
207C1.234 ±8261.235— — A›
208C1.230 ±18251.232— — A›
209D1.227 ±19251.228— — A›
210D1.225 ±11241.226— — A›
211D1.225 ±11241.226— -178 A›
212D1.221 ±16241.222— — A›
213D1.217 ±8241.218— — A›
214D1.217 ±6231.218— — A›
215D1.211 ±21231.211— — A›
216D1.210 ±9221.211— — A›
217D1.204 ±15221.205— -133 A›
218D1.196 ±12221.195— — A›
219D1.192 ±19211.192— — A›
220D1.190 ±19211.190— — A›
221D1.190 ±8211.190— — A›
222D1.186 ±12201.185— -160 A›
223D1.180 ±6201.179— -220 A›
224D1.178 ±8201.177— — A›
225D1.175 ±7191.174— -236 A›
226D1.175 ±8191.174— — A›
227D1.175 ±10181.174— — A›
228D1.170 ±11181.169— — A›
229D1.167 ±9181.165— — A›
230D1.164 ±19171.162— — A›
231D1.157 ±10171.155— — A›
232D1.153 ±10171.151— — A›
233D1.148 ±9161.146— — A›
234D1.148 ±16161.145— — A›
235D1.147 ±8161.145— -199 A›
236D1.138 ±16151.134— — A›
237D1.134 ±14151.131— — A›
238D1.134 ±11141.131— — A›
239D1.133 ±10141.130— — A›
240D1.132 ±18141.128— -275 A›
241D1.131 ±16131.127— — A›
242D1.127 ±11131.123— — A›
243D1.124 ±9131.121— -219 A›
244D1.122 ±13121.118— — A›
245D1.118 ±11121.114— — A›
246D1.117 ±9121.114— -243 A›
247D1.117 ±14111.112— — A›
248D1.115 ±9111.111— — A›
249D1.110 ±18101.105— — A›
250D1.110 ±15101.105— — A›
251D1.110 ±8101.106— — A›
252D1.109 ±991.104— -230 A›
253D1.106 ±1091.102— — A›
254D1.102 ±2091.095— — A›
255D1.098 ±1881.092— — A›
256D1.090 ±2481.082— — A›
257D1.083 ±1681.076— — A›
258D1.081 ±1471.075— — A›
259D1.076 ±1171.071— — A›
260D1.075 ±1061.070— -272 A›
261D1.075 ±1761.068— — A›
262D1.071 ±1161.065— — A›
263D1.070 ±2151.062— — A›
264D1.061 ±1551.054— -274 A›
265D1.060 ±1751.052— — A›
266D1.056 ±1741.048— — A›
267D1.049 ±1741.040— — A›
268D1.045 ±1441.037— — A›
269D1.043 ±1631.034— — A›
270D1.023 ±2031.012— — A›
271D1.006 ±182995— — A›
272D996 ±202983— — A›
273D989 ±232974— — A›
274D989 ±201976— — A›
275D973 ±191960— — A›
276D898 ±201879— — A›
277D890 ±240867— — A›
278D876 ±220853— — A›

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AArena (voti umani)EEpoch AI (benchmark) ◆ Frontiera di Pareto: nulla è insieme migliore e più economico

Il fedi-index è un equivalente Elo su scala fissa: confrontabile tra i mesi all'interno della stessa versione della metodologia. Tier S–D: in base al percentile nella categoria e non oltre quanto consente l'intervallo di confidenza (soglie nella metodologia). «Provvisorio»: solo una famiglia di fonti ha misurato il modello qui. Metodologia

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