Muse Ember (low) vs GPT-5.2 (medium)

Modeli zilizolinganishwa

Nafasi: #86
Jumla ya tokeni za matokeo: 169,226
Muda wa majibu (wastani): 8.22s
Jumla ya gharama: $0.114

Nafasi: #80
Jumla ya tokeni za matokeo: 80,538
Muda wa majibu (wastani): 31.29s
Jumla ya gharama: $1.558

Muundo unaopendekezwa Muse Ember (low)

It has the best score here (8.6), while costing about 13.7x less than GPT-5.2 (medium).

Ulinganisho wa kina

Kipimo	Muse Ember Muse Ember low Toleo: 2026-11-09	GPT-5.2 GPT-5.2 medium Toleo: 2025-12-11

Kipimo	Muse Ember Muse Ember low Toleo: 2026-11-09	GPT-5.2 GPT-5.2 medium Toleo: 2025-12-11
Alama	8.6	8.7
Nafasi	#86	#80
Uaminifu	10.0	10.0
Uthabiti	8.9	8.5
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	72.5%	73.9%
Majaribio yasiyo thabiti	3	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.757	10.261
Jumla ya gharama	$0.114	$1.558
Bei ya ingizo	$0.100 / 1M	$1.750 / 1M
Bei ya toleo	$0.500 / 1M	$14.000 / 1M
Bei ya kusoma akiba	$0.004 / 1M	$0.175 / 1M
Bei ya kuandika akiba	$0.125 / 1M	Haipo
Jumla ya tokeni za ingizo	288,136	235,207
Tokeni za matokeo	13,507	11,065
Tokeni za hoja	155,719	69,473
Muda wa majibu (wastani)	8.22s	31.29s
Muda wa majibu (upeo)	49.79s	116.86s
Muda wa majibu (jumla)	189.12s	531.98s
Vigezo	~150B jumla (~10B vinavyotumika)	~1.2T jumla (~80B 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.

#86 Muse Ember

low

Gharama: $0.003
Muda: 11.3s
Tokeni: 4,679 tok

#80 GPT-5.2

medium

Gharama: $0.047
Muda: 49.2s
Tokeni: 3,396 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 Ember	10.0	10.0	100.0%	0		49.79s	149,643	2,638	1,880
GPT-5.2	10.0	10.0	100.0%	0		75.85s	130,194	1,151	8,135

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 Ember	10.0	10.0	100.0%	0		2.86s	798	299	3,786
GPT-5.2	6.5	8.0	58.3%	1		7.81s	606	567	2,002

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 Ember	10.0	10.0	100.0%	0		5.21s	7,410	765	15,944
GPT-5.2	10.0	10.0	100.0%	0		22.73s	7,302	511	11,912

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 Ember	7.3	5.8	83.3%	1		15.23s	108,813	7,610	18,518
GPT-5.2	10.0	10.0	100.0%	0		58.50s	82,056	7,304	14,693

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 Ember	10.0	10.0	100.0%	0		2.15s	7,215	279	2,719
GPT-5.2	10.0	10.0	100.0%	0		3.15s	7,140	234	420

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 Ember	3.5	4.4	33.3%	2		8.96s	873	599	26,649
GPT-5.2	5.9	7.2	55.6%	1		97.33s	482	42	26,812

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 Ember	10.0	10.0	100.0%	0		2.68s	522	147	1,018
GPT-5.2	3.7	9.7	0.0%	0		4.32s	477	162	269

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 Ember	6.5	10.0	50.0%	0		2.87s	759	165	2,751
GPT-5.2	9.9	10.0	100.0%	0		3.12s	660	94	614

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 Ember	5.3	10.0	33.3%	0		4.80s	786	552	11,600
GPT-5.2	7.5	7.3	77.8%	1		5.80s	642	735	924

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 Ember	10.0	10.0	100.0%	0		3.29s	11,089	288	764
GPT-5.2	4.7	1.6	66.7%	1		10.30s	5,453	239	469

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 Ember	3.0	10.0	0.0%	0		24.54s	228	165	70,090
GPT-5.2	3.0	10.0	0.0%	0		28.18s	195	26	3,223

Badilisha jozi ya ulinganisho

GPT-5.2mediumvsQwen3.8 27BhighInapatikana bure GPT-5.2mediumvsParticle-1xhigh DeepSeek V4.1 FlashmaxvsMuse Emberlow Claude Fable 5.2highvsMuse Emberlow Claude Fable 5.2highvsGPT-5.2medium Seed 2.1 TurbomediumvsMuse Emberlow Muse EmberlowvsMiMo-V2.6-Promedium Muse EmberlowvsQwen3.8 27BhighInapatikana bure Muse EmbermaxvsGPT-5.2medium Muse EmberlowvsGPT-6.1 Terranone Claude Sonnet 5.5highvsMuse Emberlow Muse EmberlowvsParticle-1xhigh