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AI BENCHY Compare

Modeli zilizolinganishwa

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-05-01

Kipimo GPT-5.4 GPT-5.4 medium Toleo: 2026-03-05 GPT-5.3-Codex GPT-5.3-Codex medium Toleo: 2026-02-05 GPT-5.2 GPT-5.2 medium Toleo: 2025-12-11
Alama 8.2 8.6 7.5
Nafasi #23 #13 #54
Uaminifu Haipo Haipo Haipo
Uthabiti 8.7 8.7 8.1
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 79.6% 83.3% 72.2%
Majaribio yasiyo thabiti 3 3 4
Jumla ya uendeshaji 54 54 54
Gharama kwa matokeo 6.399 4.405 3.193
Jumla ya gharama $0.832 $0.573 $0.352
Bei ya ingizo $2.500 / 1M $1.750 / 1M $1.750 / 1M
Bei ya toleo $15.000 / 1M $14.000 / 1M $14.000 / 1M
Tokeni za matokeo 2,169 2,279 2,705
Tokeni za hoja 48,732 35,179 18,977
Muda wa majibu (wastani) 18.63s 15.38s 14.04s
Muda wa majibu (upeo) 100.41s 100.93s 77.80s
Muda wa majibu (jumla) 335.26s 276.91s 154.41s

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Alama vs Muda wa majibu (wastani)

Jumla ya tokeni za matokeo

Alama vs Jumla ya tokeni za matokeo

Mgawanyo wa kategoria

Mbinu za kupinga AI Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
GPT-5.4 8.3 10.0 75.0% 0 4.11s 240 1,511
GPT-5.3-Codex 8.7 7.9 91.7% 1 4.16s 240 1,722
GPT-5.2 6.5 8.0 58.3% 1 7.81s 567 2,002
Uandishi wa msimbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
GPT-5.4 10.0 10.0 100.0% 0 13.03s 389 2,045
GPT-5.3-Codex 10.0 10.0 100.0% 0 8.95s 491 1,530
GPT-5.2 10.0 10.0 100.0% 0 15.12s 467 2,166
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
GPT-5.4 10.0 10.0 100.0% 0 20.57s 301 3,543
GPT-5.3-Codex 10.0 10.0 100.0% 0 19.56s 364 2,731
GPT-5.2 10.0 10.0 100.0% 0 14.06s 291 1,757
Uchanganuzi na uchimbaji wa data Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
GPT-5.4 10.0 10.0 100.0% 0 5.32s 234 804
GPT-5.3-Codex 10.0 10.0 100.0% 0 3.07s 234 728
GPT-5.2 10.0 10.0 100.0% 0 3.15s 234 420
Mahususi kwa domeni Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
GPT-5.4 5.3 7.2 44.4% 1 74.27s 61 34,748
GPT-5.3-Codex 5.9 7.2 55.6% 1 64.31s 64 25,308
GPT-5.2 5.9 7.2 55.6% 1 77.80s 42 10,342
Akili ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
GPT-5.4 4.7 3.1 33.3% 1 4.92s 145 321
GPT-5.3-Codex 4.6 10.0 0.0% 0 4.87s 187 331
GPT-5.2 3.7 9.7 0.0% 0 4.32s 162 269
Ufuataji wa maagizo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
GPT-5.4 10.0 10.0 100.0% 0 3.11s 93 897
GPT-5.3-Codex 10.0 10.0 100.0% 0 3.04s 93 693
GPT-5.2 9.9 10.0 100.0% 0 3.12s 94 614
Utatuzi wa mafumbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
GPT-5.4 8.2 7.2 88.9% 1 9.13s 442 3,832
GPT-5.3-Codex 9.0 7.9 88.9% 1 5.12s 352 1,644
GPT-5.2 7.7 7.3 77.8% 1 5.47s 609 938
Mwito wa zana Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
GPT-5.4 10.0 10.0 100.0% 0 13.28s 264 1,031
GPT-5.3-Codex 10.0 10.0 100.0% 0 6.37s 254 492
GPT-5.2 4.7 1.6 66.7% 1 10.30s 239 469

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.2mediumvsQwen3.6 Max PreviewnoneClaude Sonnet 4.6nonevsGPT-5.2mediumGPT-5.3-CodexmediumvsHY3 PreviewhighInapatikana bureGPT-5.4mediumvsHY3 PreviewlowInapatikana bureGemini 3 Flash PreviewnonevsGPT-5.4mediumGemini 3.1 Flash Lite PreviewlowvsGPT-5.4mediumGemini 3 Flash PreviewlowvsGPT-5.3-CodexmediumGemini 3.1 Flash Lite PreviewnonevsGPT-5.4mediumDeepSeek V4 FlashhighvsGPT-5.2mediumDeepSeek V4 FlashhighvsGPT-5.4mediumGPT-5.4mediumvsHY3 PreviewhighInapatikana bureGemini 3.1 Flash Lite PreviewnonevsGPT-5.2medium