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AI BENCHY Compare

OpenAI: GPT-5.3-Codex vs OpenAI: GPT-5.4

Linganisha:

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-03-06

Kipimo OpenAI: GPT-5.3-Codex medium Toleo: 2026-02-05 OpenAI: GPT-5.4 medium Toleo: 2026-03-05
Wastani wa alama 8.7 8.2
Nafasi #4 #7
Majaribio sahihi
Uthabiti 9.0 8.9
Gharama kwa matokeo 4.418 6.533
Jumla ya gharama $0.531 $0.784
Kiwango cha kupita kwa kila jaribio 88.9% 86.7%
Majaribio yasiyo thabiti 2 2
common.totalRuns 45 (15 x 3) 45 (15 x 3)
Tokeni za matokeo 1,577 1,611
Tokeni za hoja 33,017 46,321
Muda wa majibu (wastani) 17.37s 21.06s
Muda wa majibu (upeo) 100.93s 100.41s
Muda wa majibu (jumla) 260.52s 315.95s

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Wastani wa alama vs Muda wa majibu (wastani)

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
OpenAI: GPT-5.3-Codex 10.0 10.0 100.0% 0 4.69s 216 1,421
OpenAI: GPT-5.4 10.0 10.0 100.0% 0 5.02s 216 1,466
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
OpenAI: GPT-5.3-Codex 10.0 10.0 100.0% 0 19.56s 364 2,731
OpenAI: GPT-5.4 10.0 10.0 100.0% 0 20.57s 301 3,543
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
OpenAI: GPT-5.3-Codex 9.9 10.0 100.0% 0 3.07s 234 728
OpenAI: GPT-5.4 9.9 10.0 100.0% 0 5.32s 234 804
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
OpenAI: GPT-5.3-Codex 4.0 7.2 55.6% 1 64.31s 64 25,308
OpenAI: GPT-5.4 4.0 7.2 44.4% 1 74.27s 61 34,748
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
OpenAI: GPT-5.3-Codex 10.0 10.0 100.0% 0 3.04s 93 693
OpenAI: GPT-5.4 10.0 10.0 100.0% 0 3.11s 93 897
Puzzle Solving Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
OpenAI: GPT-5.3-Codex 9.3 7.9 88.9% 1 5.12s 352 1,644
OpenAI: GPT-5.4 7.0 7.2 88.9% 1 9.13s 442 3,832
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
OpenAI: GPT-5.3-Codex 10.0 10.0 100.0% 0 6.37s 254 492
OpenAI: GPT-5.4 10.0 10.0 100.0% 0 13.28s 264 1,031

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Gemini 3 Flash PreviewlowvsGPT-5.4mediumGemini 3.1 Flash Lite PreviewhighvsGPT-5.4mediumGemini 3 Flash PreviewlowvsGPT-5.3-CodexmediumGemini 3.1 Flash Lite PreviewlowvsGPT-5.4mediumGemini 3.1 Flash Lite PreviewhighvsGPT-5.3-CodexmediumGemini 3.1 Flash Lite PreviewnonevsGPT-5.4mediumGemini 3.1 Flash Lite PreviewlowvsGPT-5.3-CodexmediumGemini 3 Flash PreviewnonevsGPT-5.4mediumGemini 3.1 Flash Lite PreviewnonevsGPT-5.3-CodexmediumClaude Sonnet 4.6nonevsGPT-5.4mediumGemini 3 Flash PreviewnonevsGPT-5.3-CodexmediumGPT-5.4mediumvsQwen3.5 Plus 2026-02-15none