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fedi.software

fedi-index: Kodlama

En iyi kodu hangi modeller yazıyor: Arena kodlama ve web geliştirme oyları ile bağımsız SWE-bench çalıştırmaları.

2026-10 canlı verileri (her gün yeniden hesaplanır) · Metodoloji v1 · Metodoloji · Geçmiş · JSON

# Seviye Model fedi-index Yüzdelik İnsanlar tercih ediyor Görevleri çözüyor Fiyat/performans Kaynaklar Puan ayrıştırması
1A1.477 ±7100,01.489— +50 A›
2A1.476 ±599,61.488— +47 A›
3A1.474 ±6991.486— — A›
4A1.473 ±3991.484— +59 A›
5A1.471 ±4981.485— +12 A›
6A1.466 ±14981.479— +76◆ A›
7A1.464 ±5981.479— +53 A›
8A1.462 ±6971.474— +93◆ A›
9A1.461 ±4971.471— +74 A›
10A1.459 ±3971.470— +44 A›
11A1.459 ±3961.469— +33 A›
12S1.458 ±3961.4651.424 +41 AE›
13A1.458 ±4951.468— +54 A›
14S1.458 ±3951.4601.446 +35 AE›
15A1.456 ±6951.466— +98◆ A›
16A1.452 ±5941.463— +92◆ A›
17A1.452 ±3941.462— +105◆ A›
18A1.450 ±3941.460— +84◆ A›
19A1.450 ±4931.460— +60 A›
20A1.447 ±3931.4521.424 +45 AE›
21A1.446 ±3921.456— +81 A›
22A1.444 ±4921.457— +22 A›
23A1.442 ±3921.4491.408 +21 AE›
24A1.442 ±12911.4481.418 +39 AE›
25A1.441 ±4911.451— +46 A›
26A1.441 ±6901.451— +40 A›
27A1.440 ±5901.449— +29 A›
28A1.440 ±4901.4451.415 +2 AE›
29A1.440 ±3891.449— +58 A›
30A1.439 ±3891.4411.427 +49 AE›
31A1.439 ±5891.4431.419 +34 AE›
32A1.439 ±2881.448— +27 A›
33A1.437 ±3881.446— +68 A›
34A1.436 ±4881.4411.415 +44 AE›
35A1.436 ±3871.445— +32 A›
36A1.435 ±6871.444— +53 A›
37A1.434 ±6861.445— +62 A›
38A1.434 ±6861.443— — A›
39A1.434 ±3861.4401.404 +36 AE›
40A1.434 ±3851.443— +32 A›
41A1.433 ±2851.442— +80 A›
42A1.432 ±3841.441— +35 A›
43A1.431 ±5841.440— +38 A›
44A1.430 ±4841.442— +11 A›
45A1.429 ±8831.439— — A›
46A1.427 ±17831.439— +32 A›
47A1.427 ±6821.4291.415 +20 AE›
48A1.425 ±3821.436— +80 A›
49A1.424 ±15821.436— — A›
50A1.424 ±4811.4291.398 +33 AE›
51A1.423 ±5811.4271.402 +36 AE›
52A1.422 ±5811.431— +52 A›
53A1.422 ±4801.431— +31 A›
54B1.422 ±2801.431— +42 A›
55B1.422 ±4801.431— +69 A›
56B1.421 ±6791.430— — A›
57B1.421 ±2791.429— +51 A›
58B1.420 ±3781.4251.391 -2 AE›
59B1.418 ±4781.4191.409 +57 AE›
60B1.418 ±4781.4181.416 +39 AE›
61B1.417 ±4771.4211.400 -61 AE›
62B1.417 ±5771.426— +80 A›
63B1.417 ±9761.426— +34 A›
64B1.417 ±3761.426— +31 A›
65B1.417 ±7761.426— +46 A›
66B1.415 ±4751.4201.394 +23 AE›
67B1.415 ±3751.423— +75 A›
68B1.411 ±4741.4261.334 +34 AE›
69B1.410 ±5741.419— +24 A›
70B1.409 ±3741.418— +27 A›
71B1.409 ±4731.4111.402 +12 AE›
72B1.409 ±3731.417— +72 A›
73B1.408 ±7731.417— +2 A›
74B1.408 ±2721.416— +27 A›
75B1.408 ±5721.416— — A›
76B1.408 ±5721.416— +14 A›
77B1.408 ±5711.416— +20 A›
78B1.406 ±6711.414— +29 A›
79B1.404 ±3701.412— +38 A›
80B1.404 ±2701.412— +32 A›
81B1.402 ±2701.410— +22 A›
82B1.402 ±6691.4051.388 -86 AE›
83B1.401 ±6691.410— +33 A›
84B1.400 ±6681.4001.401 -4 AE›
85B1.399 ±4681.4041.377 +18 AE›
86B1.399 ±6681.408— +59 A›
87B1.399 ±3671.407— +54 A›
88B1.397 ±2671.405— +14 A›
89B1.396 ±7661.404— +32 A›
90B1.395 ±2661.402— -12 A›
91B1.394 ±3661.402— +26 A›
92B1.394 ±2651.401— -5 A›
93B1.394 ±6651.402— +54 A›
94B1.393 ±4651.401— +48◆ A›
95B1.393 ±5641.401— +50 A›
96B1.392 ±10641.401— +27 A›
97B1.391 ±3641.399— +14 A›
98B1.391 ±4631.399— +19 A›
99B1.391 ±7631.399— +18 A›
100B1.390 ±6621.398— — A›
101B1.390 ±3621.398— +55◆ A›
102B1.389 ±7621.397— -24 A›
103B1.388 ±4611.396— +18 A›
104B1.388 ±3611.395— +12 A›
105B1.384 ±9601.392— +2 A›
106B1.384 ±6601.392— — A›
107B1.383 ±3601.390— +7 A›
108B1.383 ±2591.390— +5 A›
109B1.382 ±7591.390— — A›
110B1.381 ±11591.389— -17 A›
111B1.381 ±12581.389— +12 A›
112B1.380 ±3581.387— -12 A›
113B1.379 ±5571.387— +46 A›
114B1.377 ±18571.387— +31 A›
115B1.376 ±7571.384— +25 A›
116B1.376 ±11561.384— +19 A›
117B1.376 ±2561.384— +9 A›
118B1.375 ±6561.382— -62 A›
119B1.374 ±4551.384— -19 A›
120B1.373 ±6551.3751.363 +2 AE›
121B1.373 ±5541.3771.353 -17 AE›
122B1.371 ±4541.378— -22 A›
123B1.370 ±6541.376— -45 A›
124B1.369 ±21531.380— — A›
125B1.368 ±5531.374— +14 A›
126B1.368 ±4521.3761.333 +5 AE›
127B1.367 ±4521.374— +11 A›
128B1.367 ±3521.373— +39 A›
129B1.366 ±4511.375— +25 A›
130B1.365 ±10511.372— +0 A›
131B1.364 ±6511.370— +8 A›
132B1.364 ±2501.370— +16 A›
133C1.363 ±1250—1.410 — E›
134C1.361 ±10491.368— -22 A›
135C1.361 ±6491.368— -2 A›
136C1.360 ±1249—1.407 +14 E›
137C1.357 ±6481.364— -32 A›
138C1.356 ±9481.363— -10 A›
139C1.356 ±16481.364— — A›
140C1.353 ±12471.360— — A›
141C1.352 ±6471.358— -31 A›
142C1.352 ±6461.3631.296 -56 AE›
143C1.351 ±9461.358— -35 A›
144C1.351 ±16461.358— — A›
145C1.349 ±9451.355— +1 A›
146C1.349 ±19451.357— -12 A›
147C1.349 ±6441.354— — A›
148C1.348 ±6441.354— -2 A›
149C1.347 ±6441.355— -27 A›
150C1.346 ±8431.353— +4 A›
151C1.346 ±8431.352— -20 A›
152C1.346 ±8431.352— +2 A›
153C1.344 ±4421.350— -29 A›
154C1.342 ±6421.348— +16 A›
155C1.342 ±16411.349— -14 A›
156C1.341 ±5411.347— +20 A›
157C1.340 ±14411.347— — A›
158C1.340 ±8401.346— +4 A›
159C1.338 ±6401.344— -37 A›
160C1.337 ±6401.343— -42 A›
161C1.335 ±13391.341— -17 A›
162C1.334 ±12391.340— — A›
163C1.333 ±8381.339— -14 A›
164C1.331 ±11381.337— — A›
165C1.330 ±6381.336— -36 A›
166C1.330 ±17371.336— — A›
167C1.323 ±12371.328— -7 A›
168C1.323 ±17361.329— -40 A›
169C1.320 ±9361.325— — A›
170C1.318 ±15361.324— -60 A›
171C1.313 ±12351.318— — A›
172C1.313 ±7351.317— -29 A›
173C1.308 ±9351.333— -28 A›
174C1.296 ±14341.301— — A›
175C1.296 ±21341.302— — A›
176C1.294 ±15341.298— -134 A›
177C1.294 ±11331.298— — A›
178C1.293 ±8331.297— — A›
179C1.293 ±7321.297— — A›
180C1.289 ±13321.293— — A›
181C1.288 ±10321.292— -26 A›
182C1.287 ±15311.291— — A›
183C1.286 ±15311.290— -56 A›
184C1.279 ±5301.282— — A›
185C1.260 ±12301.262— -95 A›
186C1.259 ±7301.261— — A›
187C1.258 ±8291.260— — A›
188C1.256 ±9291.259— — A›
189C1.252 ±6281.254— — A›
190C1.247 ±7281.249— — A›
191C1.244 ±9281.245— — A›
192C1.240 ±14271.242— — A›
193C1.234 ±8271.235— — A›
194C1.230 ±18271.232— — A›
195C1.227 ±19261.228— — A›
196C1.225 ±11261.226— — A›
197C1.225 ±11261.226— -178 A›
198C1.221 ±16251.222— — A›
199D1.217 ±8251.218— — A›
200D1.217 ±6241.218— — A›
201D1.211 ±21241.211— — A›
202D1.210 ±9241.211— — A›
203D1.204 ±15231.205— -133 A›
204D1.196 ±12231.195— — A›
205D1.192 ±19221.192— — A›
206D1.190 ±19221.190— — A›
207D1.190 ±8221.190— — A›
208D1.186 ±12211.185— -160 A›
209D1.180 ±6211.179— -220 A›
210D1.178 ±8201.177— — A›
211D1.175 ±7201.174— -236 A›
212D1.175 ±8201.174— — A›
213D1.175 ±10191.174— — A›
214D1.170 ±11191.169— — A›
215D1.167 ±9191.165— — A›
216D1.164 ±19181.162— — A›
217D1.157 ±10181.155— — A›
218D1.153 ±10181.151— — A›
219D1.148 ±9171.146— — A›
220D1.148 ±16171.145— — A›
221D1.147 ±8161.145— -199 A›
222D1.138 ±16161.134— — A›
223D1.134 ±14161.131— — A›
224D1.134 ±11151.131— — A›
225D1.133 ±10151.130— — A›
226D1.132 ±18141.128— -275 A›
227D1.131 ±16141.127— — A›
228D1.127 ±11141.123— — A›
229D1.124 ±9131.121— -219 A›
230D1.122 ±13131.118— — A›
231D1.118 ±11121.114— — A›
232D1.117 ±9121.114— -243 A›
233D1.117 ±14121.112— — A›
234D1.115 ±9111.111— — A›
235D1.110 ±18111.105— — A›
236D1.110 ±15111.105— — A›
237D1.110 ±8101.106— — A›
238D1.109 ±9101.104— -230 A›
239D1.106 ±10101.102— — A›
240D1.102 ±2091.095— — A›
241D1.098 ±1891.092— — A›
242D1.090 ±2481.082— — A›
243D1.083 ±1681.076— — A›
244D1.081 ±1481.075— — A›
245D1.076 ±1171.071— — A›
246D1.075 ±1071.070— -272 A›
247D1.075 ±1761.068— — A›
248D1.071 ±1161.065— — A›
249D1.070 ±2161.062— — A›
250D1.061 ±1551.054— -274 A›
251D1.060 ±1751.052— — A›
252D1.056 ±1751.048— — A›
253D1.049 ±1741.040— — A›
254D1.045 ±1441.037— — A›
255D1.043 ±1631.034— — A›
256D1.023 ±2031.012— — A›
257D1.006 ±183995— — A›
258D996 ±202983— — A›
259D989 ±232974— — A›
260D989 ±202976— — A›
261D973 ±191960— — A›
262D898 ±201879— — A›
263D890 ±240867— — A›
264D876 ±220853— — A›

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AArena (insan oyları)EEpoch AI (benchmark'lar) ◆ Pareto sınırı: hem daha iyi hem daha ucuz olan yok

fedi-index sabit ölçekte bir Elo eşdeğeridir: aynı metodoloji sürümünde aylar arasında karşılaştırılabilir. S–D kademeleri: kesitteki yüzdeliğe göre ve güven aralığının izin verdiğinden iyi olmamak üzere (eşikler metodolojide). “Geçici” — modeli burada yalnızca bir kaynak ailesi ölçtü. Metodoloji

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