OpenAI: GPT-5.4 vs Thinking Machines: Inkling

GPT-5.4 (medium) inaongoza kwa average score: 8.5 vs 8.0. Inkling (high) ina gharama ya chini ya benchmark: $1.006 vs $1.533. GPT-5.4 (medium) ni ya haraka zaidi: 23.10s vs 64.16s, na pass rates 77.3% vs 77.3%.

Muundo unaopendekezwaGPT-5.4 (medium)It has the best score here (8.5), while responding about 2.8x faster than Inkling (high).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-18

Kipimo	GPT-5.4 GPT-5.4 medium Toleo: 2026-03-05	Inkling Inkling high Toleo: 2026-07-18

Kipimo	GPT-5.4 GPT-5.4 medium Toleo: 2026-03-05	Inkling Inkling high Toleo: 2026-07-18
Alama	8.5	8.0
Nafasi	#18	#28
Uaminifu	10.0	9.8
Uthabiti	8.6	8.9
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	77.3%	77.3%
Majaribio yasiyo thabiti	4	3
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	10.220	6.704
Jumla ya gharama	$1.533	$1.006
Bei ya ingizo	$2.500 / 1M	$1.000 / 1M
Bei ya toleo	$15.000 / 1M	$4.050 / 1M
Jumla ya tokeni za ingizo	81,127	86,746
Tokeni za matokeo	6,155	6,055
Tokeni za hoja	82,515	220,791
Muda wa majibu (wastani)	23.10s	64.16s
Muda wa majibu (upeo)	100.41s	327.51s
Muda wa majibu (jumla)	508.26s	1411.59s

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#18 GPT-5.4

medium

Gharama: $0.214
Muda: 199.6s
Tokeni: 14,349 tok

#28 Thinking Machines: Inkling

high

Gharama: $0.005
Muda: 32.2s
Tokeni: 1,275 tok

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

Kategoria:

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.4	8.3	10.0	75.0%	0		4.11s	606	240	1,511
Inkling	10.0	10.0	100.0%	0		12.68s	702	455	7,204

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.4	8.8	7.8	88.9%	1		44.36s	7,305	433	24,216
Inkling	8.5	10.0	66.7%	0		148.36s	7,374	430	78,982

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.4	10.0	10.0	100.0%	0		29.77s	58,038	4,214	13,351
Inkling	7.3	5.8	83.3%	1		63.78s	61,296	3,854	19,895

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.4	10.0	10.0	100.0%	0		5.32s	7,140	234	804
Inkling	10.0	10.0	100.0%	0		8.19s	7,068	216	2,349

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.4	5.3	7.2	44.4%	1		74.27s	619	61	34,748
Inkling	7.7	10.0	66.7%	0		186.39s	683	59	76,777

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.4	4.7	3.1	33.3%	1		4.92s	477	145	321
Inkling	10.0	10.0	100.0%	0		6.53s	501	182	1,151

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.4	10.0	10.0	100.0%	0		3.11s	660	93	897
Inkling	9.8	10.0	100.0%	0		7.00s	708	93	2,098

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.4	8.2	7.2	88.9%	1		9.14s	642	441	3,815
Inkling	6.9	4.9	77.8%	2		10.69s	714	429	4,623

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.4	10.0	10.0	100.0%	0		13.28s	5,445	264	1,031
Inkling	3.0	10.0	0.0%	0		6.52s	7,481	307	601

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GPT-5.4	3.0	10.0	0.0%	0		13.95s	195	30	1,821
Inkling	3.0	10.0	0.0%	0		153.57s	219	30	27,111

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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