Muse Ember (medium) vs Qwen3.7 Max (medium)

Modeli zilizolinganishwa

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

Nafasi: #101
Jumla ya tokeni za matokeo: 259,032
Muda wa majibu (wastani): 48.35s
Jumla ya gharama: $1.689

Muundo unaopendekezwa Muse Ember (medium)

It has the best score here (8.5), while costing about 8.9x less than Qwen3.7 Max (medium).

Ulinganisho wa kina

Kipimo	Muse Ember Muse Ember medium Toleo: 2026-11-09	Qwen3.7 Max Qwen3.7 Max medium Toleo: 2026-05-22

Kipimo	Muse Ember Muse Ember medium Toleo: 2026-11-09	Qwen3.7 Max Qwen3.7 Max medium Toleo: 2026-05-22
Alama	8.5	8.5
Nafasi	#97	#101
Uaminifu	10.0	10.0
Uthabiti	8.2	8.7
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	75.4%	85.5%
Majaribio yasiyo thabiti	5	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	1.266	12.033
Jumla ya gharama	$0.190	$1.689
Bei ya ingizo	$0.100 / 1M	$1.475 / 1M
Bei ya toleo	$0.500 / 1M	$4.425 / 1M
Bei ya kusoma akiba	$0.004 / 1M	$0.295 / 1M
Bei ya kuandika akiba	$0.125 / 1M	$1.844 / 1M
Jumla ya tokeni za ingizo	274,381	367,848
Tokeni za matokeo	12,835	8,753
Tokeni za hoja	312,022	250,279
Muda wa majibu (wastani)	12.39s	48.35s
Muda wa majibu (upeo)	75.32s	556.06s
Muda wa majibu (jumla)	285.08s	1112.11s
Vigezo	~150B jumla (~10B vinavyotumika)	~1T jumla (~40B 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

#101 Qwen3.7 Max

medium

Gharama: $0.017
Muda: 68.8s
Tokeni: 4,526 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
Qwen3.7 Max	6.1	3.1	66.7%	1		137.00s	261,819	3,005	29,925

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
Qwen3.7 Max	10.0	10.0	100.0%	0		6.36s	672	222	8,742

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
Qwen3.7 Max	10.0	10.0	100.0%	0		35.31s	7,893	423	34,808

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
Qwen3.7 Max	8.7	6.9	83.3%	1		287.83s	78,594	3,985	96,450

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
Qwen3.7 Max	10.0	10.0	100.0%	0		8.80s	7,782	270	6,254

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
Qwen3.7 Max	4.1	4.4	44.5%	2		52.45s	780	61	41,143

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
Qwen3.7 Max	10.0	10.0	100.0%	0		11.70s	516	135	4,457

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
Qwen3.7 Max	10.0	10.0	100.0%	0		7.46s	699	102	5,452

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
Qwen3.7 Max	10.0	10.0	100.0%	0		8.84s	696	259	8,908

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
Qwen3.7 Max	10.0	10.0	100.0%	0		6.63s	8,193	267	1,220

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
Qwen3.7 Max	3.0	10.0	0.0%	0		33.37s	204	24	12,920

Badilisha jozi ya ulinganisho

Muse EmbermediumvsGrok 4.6high Muse Spark 1.3lowvsQwen3.7 Maxmedium Claude Haiku 5.5maxvsQwen3.7 Maxmedium Muse EmbermediumvsQwen3.8 Max (0902)low Qwen3.7 MaxmediumvsGrok 4.6high Claude Haiku 5.5lowvsMuse Embermedium Claude Haiku 5.5maxvsMuse Embermedium Claude Sonnet 5.5highvsMuse Embermedium Claude Fable 5.2lowvsMuse Embermedium Muse EmbermediumvsGPT-6.1 Terranone Claude Haiku 5.5lowvsQwen3.7 Maxmedium Nemotron 3.5 Super VLhighInapatikana burevsQwen3.7 Maxmedium