Muse Ember (xhigh) vs Pareto 26.9 (default)

Modeli zilizolinganishwa

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

Nafasi: #69
Jumla ya tokeni za matokeo: 175,696
Muda wa majibu (wastani): 28.26s
Jumla ya gharama: $1.864

Muundo unaopendekezwa Muse Ember (xhigh)

Its score stays close to the best score here (8.8 vs 8.9), while costing about 8.0x less than Pareto 26.9 (default).

Ulinganisho wa kina

Kipimo	Muse Ember Muse Ember xhigh Toleo: 2026-11-09	Pareto 26.9 Pareto 26.9 default Toleo: 2026-10-15

Kipimo	Muse Ember Muse Ember xhigh Toleo: 2026-11-09	Pareto 26.9 Pareto 26.9 default Toleo: 2026-10-15
Alama	8.8	8.9
Nafasi	#73	#69
Uaminifu	10.0	10.0
Uthabiti	8.9	8.1
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	76.8%	79.7%
Majaribio yasiyo thabiti	3	6
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	1.450	12.422
Jumla ya gharama	$0.232	$1.864
Bei ya ingizo	$0.100 / 1M	$2.500 / 1M
Bei ya toleo	$0.500 / 1M	$7.500 / 1M
Bei ya kusoma akiba	$0.004 / 1M	$0.250 / 1M
Bei ya kuandika akiba	$0.125 / 1M	Haipo
Jumla ya tokeni za ingizo	274,208	218,199
Tokeni za matokeo	11,740	175,696
Tokeni za hoja	397,372	0
Muda wa majibu (wastani)	13.90s	28.26s
Muda wa majibu (upeo)	79.38s	151.76s
Muda wa majibu (jumla)	319.61s	649.90s
Vigezo	~150B jumla (~10B 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

#69 Pareto 26.9

default

Gharama: $0.038
Muda: 109.6s
Tokeni: 5,118 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
Pareto 26.9	10.0	10.0	100.0%	0		54.17s	103,835	8,348	0

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
Pareto 26.9	7.5	8.4	66.7%	1		6.44s	737	1,595	0

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
Pareto 26.9	10.0	10.0	100.0%	0		49.15s	7,419	1,895	0

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
Pareto 26.9	8.2	6.9	66.7%	1		81.38s	88,832	146,339	0

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
Pareto 26.9	10.0	10.0	100.0%	0		2.63s	7,728	1,285	0

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
Pareto 26.9	5.9	7.2	55.6%	1		60.97s	825	12,233	0

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
Pareto 26.9	6.5	3.4	66.7%	1		6.55s	492	774	0

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
Pareto 26.9	9.8	10.0	100.0%	0		3.82s	696	393	0

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
Pareto 26.9	8.2	7.3	88.9%	1		8.40s	624	1,437	0

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
Pareto 26.9	10.0	10.0	100.0%	0		3.63s	6,762	892	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
Muse Ember	3.0	10.0	0.0%	0		25.61s	228	234	30,658
Pareto 26.9	2.8	1.6	33.3%	1		28.57s	249	505	0

Badilisha jozi ya ulinganisho

DeepSeek V4.1 FlashhighvsMuse Emberxhigh DeepSeek V4.1 FlashmediumvsMuse Emberxhigh Claude Fable 5mediumvsPareto 26.9default Muse EmberminimalvsPareto 26.9default Muse EmberxhighvsKimi K3.1 Promax Muse Spark 1.1mediumvsPareto 26.9default Muse Spark 1.2mediumvsPareto 26.9default Muse EmberxhighvsGPT-5.4medium Muse Spark 1.2highvsPareto 26.9default Kimi K3.1 ProlowvsPareto 26.9default Qwen3.8 MAXlowvsPareto 26.9default Muse Spark OpenlowvsPareto 26.9default