Muse Spark 1.2 (medium) vs Qwen3.8 MAX (low)

Modeli zilizolinganishwa

Nafasi: #61
Jumla ya tokeni za matokeo: 287,977
Muda wa majibu (wastani): 21.28s
Jumla ya gharama: $1.590

Nafasi: #66
Jumla ya tokeni za matokeo: 93,936
Muda wa majibu (wastani): 25.09s
Jumla ya gharama: $1.089

Muundo unaopendekezwa Qwen3.8 MAX (low)

It offers the best overall trade-off: a competitive score (8.8), lower cost than Muse Spark 1.2 (medium), and balanced response time.

Ulinganisho wa kina

Kipimo	Muse Spark 1.2 Muse Spark 1.2 medium Toleo: 2026-08-06	Qwen3.8 MAX Qwen3.8 MAX low Toleo: 2026-08-04

Kipimo	Muse Spark 1.2 Muse Spark 1.2 medium Toleo: 2026-08-06	Qwen3.8 MAX Qwen3.8 MAX low Toleo: 2026-08-04
Alama	8.9	8.8
Nafasi	#61	#66
Uaminifu	10.0	10.0
Uthabiti	8.7	9.0
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	75.4%	81.2%
Majaribio yasiyo thabiti	4	3
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	10.598	5.051
Jumla ya gharama	$1.590	$1.089
Bei ya ingizo	$1.250 / 1M	$2.000 / 1M
Bei ya toleo	$4.250 / 1M	$6.000 / 1M
Bei ya kusoma akiba	$0.150 / 1M	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	292,604	262,495
Tokeni za matokeo	9,569	7,787
Tokeni za hoja	278,408	86,149
Muda wa majibu (wastani)	21.28s	25.09s
Muda wa majibu (upeo)	142.49s	155.75s
Muda wa majibu (jumla)	489.46s	577.14s
Vigezo	~1T jumla (~50B vinavyotumika)	2.4T 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.

#61 Muse Spark 1.2

medium

Gharama: $0.033
Muda: 21.8s
Tokeni: 7,846 tok

#66 Qwen3.8 MAX

low

Gharama: $0.026
Muda: 68.5s
Tokeni: 4,280 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		56.74s	168,924	2,347	6,966
Qwen3.8 MAX	10.0	10.0	100.0%	0		96.77s	163,314	1,655	8,460

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	7.3	6.2	75.0%	2		5.38s	618	369	9,916
Qwen3.8 MAX	10.0	10.0	100.0%	0		3.93s	984	228	1,750

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	10.0	10.0	100.0%	0		17.49s	7,275	353	33,215
Qwen3.8 MAX	8.4	7.4	88.9%	1		28.69s	8,127	512	15,952

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	8.5	10.0	50.0%	0		24.89s	95,942	5,020	33,103
Qwen3.8 MAX	10.0	10.0	100.0%	0		98.19s	69,994	4,221	32,937

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		6.42s	6,969	240	5,342
Qwen3.8 MAX	10.0	10.0	100.0%	0		7.87s	7,938	270	2,257

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		77.22s	738	104	162,623
Qwen3.8 MAX	2.9	7.2	11.1%	1		40.12s	1,014	62	19,512

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	6.1	3.1	66.7%	1		10.67s	477	131	3,970
Qwen3.8 MAX	6.5	3.4	66.7%	1		5.29s	594	128	568

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		4.40s	669	117	4,950
Qwen3.8 MAX	10.0	10.0	100.0%	0		4.01s	855	102	851

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		9.45s	651	387	11,155
Qwen3.8 MAX	9.9	10.0	100.0%	0		4.11s	930	286	1,304

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		3.89s	10,158	459	1,314
Qwen3.8 MAX	10.0	10.0	100.0%	0		8.06s	8,463	295	693

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		12.79s	183	42	5,854
Qwen3.8 MAX	3.0	10.0	0.0%	0		12.43s	282	28	1,865

Badilisha jozi ya ulinganisho

Muse Spark 1.2mediumvsPareto 26.9default GPT-5.4mediumvsQwen3.8 MAXlow Qwen3.8 MAXlowvsPareto 26.9default Claude Fable 5mediumvsQwen3.8 MAXlow Muse Spark 1.2mediumvsGLM 5.3 Flashmax Muse Spark 1.1mediumvsQwen3.8 MAXlow Muse Spark 1.2mediumvsKimi K3.1 Prolow Muse Spark OpenmediumvsQwen3.8 MAXlow Gemini 3.6 FlashlowvsMuse Spark 1.2medium DeepSeek V4.1 FlashhighvsQwen3.8 MAXlow DeepSeek V4.1 FlashmediumvsQwen3.8 MAXlow Claude Opus 5lowvsMuse Spark 1.2medium