Muse Ember (medium) vs Grok 4.6 (high)

Modeli zilizolinganishwa

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

Nafasi: #98
Jumla ya tokeni za matokeo: 312,614
Muda wa majibu (wastani): 87.48s
Jumla ya gharama: $2.629

Muundo unaopendekezwa Muse Ember (medium)

It has the best score here (8.5), while costing about 13.8x less than Grok 4.6 (high).

Ulinganisho wa kina

Kipimo	Muse Ember Muse Ember medium Toleo: 2026-11-09	Grok 4.6 Grok 4.6 high Toleo: 2026-08-12

Kipimo	Muse Ember Muse Ember medium Toleo: 2026-11-09	Grok 4.6 Grok 4.6 high Toleo: 2026-08-12
Alama	8.5	8.5
Nafasi	#97	#98
Uaminifu	10.0	10.0
Uthabiti	8.2	10.0
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	75.4%	82.6%
Majaribio yasiyo thabiti	5	0
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	1.266	13.833
Jumla ya gharama	$0.190	$2.629
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	$0.500 / 1M
Bei ya kuandika akiba	$0.125 / 1M	Haipo
Jumla ya tokeni za ingizo	274,381	376,233
Tokeni za matokeo	12,835	6,687
Tokeni za hoja	312,022	305,927
Muda wa majibu (wastani)	12.39s	87.48s
Muda wa majibu (upeo)	75.32s	618.49s
Muda wa majibu (jumla)	285.08s	2012.15s
Vigezo	~150B jumla (~10B vinavyotumika)	~1.7T jumla (~170B 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

#98 SpaceXAI: Grok 4.6

high

Gharama: $0.107
Muda: 265.1s
Tokeni: 18,001 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
Grok 4.6	5.0	10.0	0.0%	0		160.89s	268,958	1,593	28,804

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
Grok 4.6	10.0	10.0	100.0%	0		14.44s	2,991	79	6,805

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
Grok 4.6	10.0	10.0	100.0%	0		102.20s	9,579	379	51,829

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
Grok 4.6	10.0	10.0	100.0%	0		91.77s	68,548	3,931	34,529

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
Grok 4.6	10.0	10.0	100.0%	0		16.08s	8,937	225	6,590

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
Grok 4.6	5.3	10.0	33.3%	0		369.95s	2,523	14	154,471

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
Grok 4.6	10.0	10.0	100.0%	0		19.51s	1,077	56	2,448

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
Grok 4.6	9.8	10.0	100.0%	0		13.82s	1,857	57	4,318

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
Grok 4.6	10.0	10.0	100.0%	0		15.56s	2,430	122	5,706

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
Grok 4.6	10.0	10.0	100.0%	0		13.30s	8,544	216	1,505

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
Grok 4.6	3.0	10.0	0.0%	0		54.22s	789	15	8,922

Badilisha jozi ya ulinganisho

Muse Spark 1.3lowvsGrok 4.6high Claude Sonnet 5mediumvsGrok 4.6high Muse EmbermediumvsQwen3.8 Max (0902)low Particle-1mediumvsGrok 4.6high Qwen3.7 MaxmediumvsGrok 4.6high Qwen3.8 Max (0902)lowvsGrok 4.6high Claude Haiku 5.5lowvsMuse Embermedium Claude Haiku 5.5lowvsGrok 4.6high Claude Haiku 5.5maxvsGrok 4.6high Claude Haiku 5.5maxvsMuse Embermedium Claude Sonnet 5.5highvsMuse Embermedium Claude Fable 5.2lowvsMuse Embermedium