Muse Ember (medium) vs Qwen3.8 Max (0902) (low)

Modeli zilizolinganishwa

Nafasi: #97
Jumla ya tokeni za matokeo: 324,857
Muda wa majibu (wastani): 12.39s
Jumla ya gharama: $0.190

Nafasi: #95
Jumla ya tokeni za matokeo: 88,923
Muda wa majibu (wastani): 29.07s
Jumla ya gharama: $1.131

Muundo unaopendekezwa Muse Ember (medium)

It has the best score here (8.5), while costing about 6.0x less than Qwen3.8 Max (0902) (low).

Ulinganisho wa kina

Kipimo	Muse Ember Muse Ember medium Toleo: 2026-11-09	Qwen3.8 Max (0902) Qwen3.8 Max (0902) low Toleo: 2026-09-07

Kipimo	Muse Ember Muse Ember medium Toleo: 2026-11-09	Qwen3.8 Max (0902) Qwen3.8 Max (0902) low Toleo: 2026-09-07
Alama	8.5	8.6
Nafasi	#97	#95
Uaminifu	10.0	10.0
Uthabiti	8.2	9.0
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	75.4%	85.5%
Majaribio yasiyo thabiti	5	3
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	1.266	6.283
Jumla ya gharama	$0.190	$1.131
Bei ya ingizo	$0.100 / 1M	$2.000 / 1M
Bei ya toleo	$0.500 / 1M	$6.000 / 1M
Bei ya kusoma akiba	$0.004 / 1M	$0.250 / 1M
Bei ya kuandika akiba	$0.125 / 1M	$2.500 / 1M
Jumla ya tokeni za ingizo	274,381	298,682
Tokeni za matokeo	12,835	8,374
Tokeni za hoja	312,022	80,549
Muda wa majibu (wastani)	12.39s	29.07s
Muda wa majibu (upeo)	75.32s	207.79s
Muda wa majibu (jumla)	285.08s	668.66s
Vigezo	~150B jumla (~10B 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.

#97 Muse Ember

medium

Gharama: $0.003
Muda: 10.0s
Tokeni: 5,136 tok

#95 Qwen3.8 Max (0902)

low

Gharama: $0.014
Muda: 41.2s
Tokeni: 2,421 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		47.20s	150,276	2,648	2,320
Qwen3.8 Max (0902)	6.1	3.1	66.7%	1		136.04s	194,728	2,052	11,006

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		2.38s	798	234	4,163
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		4.72s	984	212	1,854

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		6.94s	7,410	1,074	25,110
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		37.42s	8,127	485	17,404

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		9.77s	94,000	5,591	12,180
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		113.88s	74,767	4,562	29,335

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	6.3	5.8	66.7%	1		3.39s	7,215	328	4,360
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		9.94s	7,938	261	2,254

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	3.6	7.2	22.2%	1		35.64s	873	1,370	161,711
Qwen3.8 Max (0902)	5.3	7.2	44.4%	1		34.93s	1,014	45	13,881

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		3.37s	522	191	1,946
Qwen3.8 Max (0902)	6.1	3.1	66.7%	1		8.91s	594	120	820

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	7.3	6.0	83.3%	1		3.38s	759	179	4,108
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		4.32s	855	90	866

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	5.2	4.4	55.6%	2		16.70s	786	817	85,919
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		4.49s	930	275	1,248

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		4.09s	11,514	288	1,121
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		4.73s	8,463	249	126

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		9.98s	228	115	9,084
Qwen3.8 Max (0902)	3.0	10.0	0.0%	0		13.28s	282	23	1,755

Badilisha jozi ya ulinganisho

Particle-1mediumvsQwen3.8 Max (0902)low Muse EmbermediumvsGrok 4.6high Qwen3.8 Max (0902)lowvsGrok 4.6high Claude Sonnet 5.5highvsQwen3.8 Max (0902)low Claude Haiku 5.5lowvsMuse Embermedium GPT-6.1 TerranonevsQwen3.8 Max (0902)low Claude Haiku 5.5maxvsMuse Embermedium Claude Sonnet 5mediumvsQwen3.8 Max (0902)low Claude Sonnet 5.5highvsMuse Embermedium DeepSeek V4.1 FlashmaxvsQwen3.8 Max (0902)low Claude Fable 5.2lowvsMuse Embermedium Muse EmbermediumvsGPT-6.1 Terranone