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

Modeli zilizolinganishwa

Nafasi: #73
Jumla ya tokeni za matokeo: 409,112
Muda wa majibu (wastani): 13.90s
Jumla ya gharama: $0.232

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

Muundo unaopendekezwa Muse Ember (xhigh)

It has the best score here (8.8), while costing about 6.7x less than GPT-5.2 (medium).

Ulinganisho wa kina

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

Kipimo	Muse Ember Muse Ember xhigh Toleo: 2026-11-09	GPT-5.2 GPT-5.2 medium Toleo: 2025-12-11
Alama	8.8	8.7
Nafasi	#73	#80
Uaminifu	10.0	10.0
Uthabiti	8.9	8.5
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	76.8%	73.9%
Majaribio yasiyo thabiti	3	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	1.450	10.261
Jumla ya gharama	$0.232	$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	274,208	235,207
Tokeni za matokeo	11,740	11,065
Tokeni za hoja	397,372	69,473
Muda wa majibu (wastani)	13.90s	31.29s
Muda wa majibu (upeo)	79.38s	116.86s
Muda wa majibu (jumla)	319.61s	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.

#73 Muse Ember

xhigh

Gharama: $0.008
Muda: 24.3s
Tokeni: 14,705 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		47.42s	151,581	2,661	2,824
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		2.05s	798	288	5,861
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		10.41s	7,410	1,225	40,702
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	10.0	10.0	100.0%	0		13.24s	91,473	4,513	21,164
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	7.3	5.8	83.3%	1		3.59s	7,215	368	5,817
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	5.3	7.2	44.4%	1		23.77s	873	1,044	76,708
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		2.88s	522	214	2,610
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		4.17s	759	241	7,345
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	5.9	7.2	55.6%	1		29.02s	786	504	202,040
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		3.93s	12,563	448	1,643
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		25.61s	228	234	30,658
GPT-5.2	3.0	10.0	0.0%	0		28.18s	195	26	3,223

Badilisha jozi ya ulinganisho

DeepSeek V4.1 FlashhighvsMuse Emberxhigh GPT-5.2mediumvsQwen3.8 27BhighInapatikana bure DeepSeek V4.1 FlashmediumvsMuse Emberxhigh GPT-5.2mediumvsParticle-1xhigh Muse EmberxhighvsKimi K3.1 Promax Claude Fable 5.2highvsGPT-5.2medium Muse EmberlowvsGPT-5.2medium Muse EmbermaxvsGPT-5.2medium Muse EmberxhighvsGPT-5.4medium DeepSeek V4.1 FlashmaxvsGPT-5.2medium Muse Spark 1.2lowvsGPT-5.2medium Kimi K3.1 PromaxvsGPT-5.2medium