Muse Spark 1.2 (low) vs GPT-5.4 (medium)

Modeli zilizolinganishwa

Nafasi: #72
Jumla ya tokeni za matokeo: 132,231
Muda wa majibu (wastani): 11.81s
Jumla ya gharama: $0.881

Nafasi: #67
Jumla ya tokeni za matokeo: 96,502
Muda wa majibu (wastani): 24.81s
Jumla ya gharama: $2.213

Muundo unaopendekezwa Muse Spark 1.2 (low)

Its score stays close to the best score here (8.7 vs 8.8), while costing about 2.5x less than GPT-5.4 (medium).

Ulinganisho wa kina

Kipimo	Muse Spark 1.2 Muse Spark 1.2 low Toleo: 2026-08-06	GPT-5.4 GPT-5.4 medium Toleo: 2026-03-05

Kipimo	Muse Spark 1.2 Muse Spark 1.2 low Toleo: 2026-08-06	GPT-5.4 GPT-5.4 medium Toleo: 2026-03-05
Alama	8.7	8.8
Nafasi	#72	#67
Uaminifu	10.0	10.0
Uthabiti	9.1	8.7
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	78.3%	78.3%
Majaribio yasiyo thabiti	3	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	5.504	12.535
Jumla ya gharama	$0.881	$2.213
Bei ya ingizo	$1.250 / 1M	$2.500 / 1M
Bei ya toleo	$4.250 / 1M	$15.000 / 1M
Bei ya kusoma akiba	$0.150 / 1M	$0.250 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	254,914	223,210
Tokeni za matokeo	10,303	7,312
Tokeni za hoja	121,928	89,190
Muda wa majibu (wastani)	11.81s	24.81s
Muda wa majibu (upeo)	56.77s	100.41s
Muda wa majibu (jumla)	271.60s	570.60s
Vigezo	~1T jumla (~50B vinavyotumika)	~1.5T jumla (~100B vinavyotumika)
Upatikanaji	Imefungwa	Imefungwa

Bei za akiba zinahusu tokeni za ingizo. Kusoma hutumia tena maelekezo yaliyohifadhiwa; kuandika huyahifadhi na kunaweza kuongeza gharama. Tokeni za matokeo hutumia bei ya matokeo.

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#72 Muse Spark 1.2

low

Gharama: $0.019
Muda: 14.6s
Tokeni: 4,384 tok

#67 GPT-5.4

medium

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

Kazi za mawakala	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
Muse Spark 1.2	10.0	10.0	100.0%	0		56.77s	153,103	2,278	5,990
GPT-5.4	10.0	10.0	100.0%	0		67.82s	142,074	1,157	4,879

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
Muse Spark 1.2	9.2	8.4	91.7%	1		3.26s	618	382	5,416
GPT-5.4	8.3	10.0	75.0%	0		4.11s	606	240	1,511

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
Muse Spark 1.2	8.4	7.4	88.9%	1		10.09s	7,275	343	19,717
GPT-5.4	8.8	7.8	88.9%	1		44.36s	7,305	433	24,216

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
Muse Spark 1.2	9.8	10.0	100.0%	0		17.03s	74,073	5,751	16,847
GPT-5.4	10.0	10.0	100.0%	0		29.77s	58,038	4,214	13,351

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
Muse Spark 1.2	10.0	10.0	100.0%	0		4.22s	6,969	240	2,972
GPT-5.4	10.0	10.0	100.0%	0		5.32s	7,140	234	804

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
Muse Spark 1.2	5.3	10.0	33.3%	0		28.53s	738	167	54,780
GPT-5.4	5.3	7.2	44.4%	1		72.44s	628	61	36,544

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
Muse Spark 1.2	5.0	10.0	0.0%	0		8.46s	477	132	2,182
GPT-5.4	4.7	3.1	33.3%	1		4.92s	477	145	321

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
Muse Spark 1.2	9.8	10.0	100.0%	0		2.95s	669	117	3,085
GPT-5.4	10.0	10.0	100.0%	0		3.11s	660	93	897

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
Muse Spark 1.2	8.7	7.7	88.9%	1		5.17s	651	391	6,460
GPT-5.4	8.2	7.2	88.9%	1		9.14s	642	441	3,815

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
Muse Spark 1.2	10.0	10.0	100.0%	0		3.58s	10,158	459	833
GPT-5.4	10.0	10.0	100.0%	0		13.28s	5,445	264	1,031

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
Muse Spark 1.2	3.0	10.0	0.0%	0		10.00s	183	43	3,646
GPT-5.4	3.0	10.0	0.0%	0		13.95s	195	30	1,821

Badilisha jozi ya ulinganisho

Muse Spark 1.2lowvsKimi K3.1 Promax DeepSeek V4.1 FlashmediumvsMuse Spark 1.2low DeepSeek V4.1 FlashhighvsMuse Spark 1.2low GPT-5.4mediumvsQwen3.8 MAXlow Kimi K3.1 ProlowvsGPT-5.4medium DeepSeek V4.1 FlashhighvsGPT-5.4medium Muse Spark 1.2lowvsGPT-5.2medium Muse Spark 1.2lowvsQwen3.8 27BhighInapatikana bure Kimi K3.1 PromaxvsGPT-5.4medium Muse Spark 1.2lowvsMiMo-V2.6-Promedium Seed 2.1 TurbomediumvsMuse Spark 1.2low GPT-5.4mediumvsPareto 26.9default