OpenAI: GPT-5.4 vs Thinking Machines: Inkling

Inkling (low) inaongoza kwa average score: 6.1 vs 5.8. Inkling (low) ina gharama ya chini ya benchmark: $0.187 vs $0.397. GPT-5.4 ni ya haraka zaidi: 2.07s vs 5.15s, na pass rates 34.9% vs 54.6%.

Muundo unaopendekezwaInkling (low)It has the best score here (6.1), while costing about 2.1x less than GPT-5.4.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-20

Kipimo	GPT-5.4 GPT-5.4 none Toleo: 2026-03-05	Inkling Inkling low Toleo: 2026-07-18

Kipimo	GPT-5.4 GPT-5.4 none Toleo: 2026-03-05	Inkling Inkling low Toleo: 2026-07-18
Alama	5.8	6.1
Nafasi	#139	#123
Uaminifu	10.0	9.9
Uthabiti	9.2	8.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	34.9%	54.6%
Majaribio yasiyo thabiti	2	4
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	5.663	1.866
Jumla ya gharama	$0.397	$0.187
Bei ya ingizo	$2.500 / 1M	$1.000 / 1M
Bei ya toleo	$15.000 / 1M	$4.050 / 1M
Jumla ya tokeni za ingizo	108,632	109,884
Tokeni za matokeo	8,321	8,579
Tokeni za hoja	0	10,343
Muda wa majibu (wastani)	2.07s	5.15s
Muda wa majibu (upeo)	15.63s	41.58s
Muda wa majibu (jumla)	45.51s	113.39s

Hamster playing table tennis

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

#139 GPT-5.4

none

Gharama: $0.026
Muda: 18.1s
Tokeni: 1,792 tok

#123 Thinking Machines: Inkling

low

Gharama: $0.002
Muda: 6.1s
Tokeni: 502 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	3.2	8.0	8.3%	1		1.21s	606	406	0
Inkling	8.3	10.0	75.0%	0		2.51s	702	172	1,024

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	5.5	10.0	33.3%	0		1.62s	7,305	516	0
Inkling	5.1	7.2	22.2%	1		8.71s	7,374	355	4,961

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	3.0	10.0	0.0%	0		9.26s	85,439	6,195	0
Inkling	2.9	5.8	16.7%	1		22.73s	85,854	6,920	1,367

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		1.04s	7,140	222	0
Inkling	10.0	10.0	100.0%	0		2.07s	7,068	216	344

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		1.07s	723	50	0
Inkling	5.3	10.0	33.3%	0		1.99s	795	66	504

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	4.4	9.9	0.0%	0		1.78s	477	184	0
Inkling	10.0	10.0	100.0%	0		3.44s	501	160	213

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	6.5	10.0	50.0%	0		1.07s	660	81	0
Inkling	9.8	10.0	100.0%	0		1.81s	708	93	379

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	5.6	9.8	33.3%	0		1.44s	642	381	0
Inkling	6.4	5.0	66.7%	2		2.97s	714	347	908

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		2.75s	5,445	246	0
Inkling	3.0	10.0	0.0%	0		2.57s	5,949	219	0

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		990ms	195	40	0
Inkling	3.0	10.0	0.0%	0		3.12s	219	31	643

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Gemini 3.1 Flash LitenonevsInklinglow gpt-oss-120bmediumvsInklinglow Qwen3.6 FlashnonevsInklinglow Qwen3.5-FlashnonevsInklinglow Qwen3.5 Plus 2026-04-20nonevsInklinglow Gemini 3.1 Flash LiteminimalvsInklinglow Qwen3.5-35B-A3BnonevsInklinglow GPT-5 NanomediumvsInklinglow Nemotron 3 UltranoneInapatikana burevsInklinglow Qwen3.5-35B-A3BmediumvsInklinglow Gemini 2.5 FlashnonevsInklinglow Nemotron 3 SupermediumInapatikana burevsGPT-5.4none