Muse Ember (minimal) vs Hy4 (high)

Modeli zilizolinganishwa

Nafasi: #67
Jumla ya tokeni za matokeo: 40,577
Muda wa majibu (wastani): 5.30s
Jumla ya gharama: $0.047

Nafasi: #327
Jumla ya tokeni za matokeo: 2,328,895
Muda wa majibu (wastani): 219.63s
Jumla ya gharama: $3.055

Muundo unaopendekezwa Muse Ember (minimal)

It has the best score here (8.9), while costing about 65.2x less than Hy4 (high).

Ulinganisho wa kina

Kipimo	Muse Ember Muse Ember minimal Toleo: 2026-11-09	Hy4 Hy4 high Toleo: 2026-11-04

Kipimo	Muse Ember Muse Ember minimal Toleo: 2026-11-09	Hy4 Hy4 high Toleo: 2026-11-04
Alama	8.9	5.8
Nafasi	#67	#327
Uaminifu	9.7	9.7
Uthabiti	9.6	8.2
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	76.8%	56.5%
Majaribio yasiyo thabiti	1	5
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.276	30.547
Jumla ya gharama	$0.047	$3.055
Bei ya ingizo	$0.100 / 1M	$0.417 / 1M
Bei ya toleo	$0.500 / 1M	$1.251 / 1M
Bei ya kusoma akiba	$0.004 / 1M	$0.021 / 1M
Bei ya kuandika akiba	$0.125 / 1M	Haipo
Jumla ya tokeni za ingizo	265,844	341,340
Tokeni za matokeo	10,584	5,382
Tokeni za hoja	29,993	2,323,513
Muda wa majibu (wastani)	5.30s	219.63s
Muda wa majibu (upeo)	48.15s	540.04s
Muda wa majibu (jumla)	121.82s	5051.38s
Vigezo	~150B jumla (~10B vinavyotumika)	~770B jumla (~49B 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.

#67 Muse Ember

minimal

Gharama: $0.002
Muda: 4.5s
Tokeni: 2,690 tok

#327 Hy4

high

Gharama: $0.030
Muda: 162.4s
Tokeni: 23,596 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		48.15s	147,537	2,489	1,109
Hy4	4.7	1.6	66.7%	1		123.43s	179,651	768	36,313

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		2.03s	798	330	1,076
Hy4	8.7	7.9	91.7%	1		106.08s	750	114	205,261

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		2.66s	7,410	577	6,099
Hy4	7.5	10.0	66.7%	0		237.29s	7,527	30	316,572

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	7.3	5.8	83.3%	1		9.58s	89,458	5,369	4,624
Hy4	3.0	10.0	0.0%	0		267.91s	125,919	3,774	258,187

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	10.0	10.0	100.0%	0		1.57s	7,215	234	570
Hy4	6.1	5.6	66.7%	1		144.49s	7,197	141	151,840

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	10.0	33.3%	0		3.96s	873	344	7,621
Hy4	3.0	10.0	0.0%	0		483.36s	831	3	577,708

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		1.65s	522	109	567
Hy4	10.0	10.0	100.0%	0		265.14s	525	29	135,794

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	9.8	10.0	100.0%	0		2.10s	759	111	824
Hy4	7.3	5.8	83.3%	1		233.35s	732	8	264,384

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	5.3	10.0	33.3%	0		3.33s	786	412	5,631
Hy4	7.7	10.0	66.7%	0		214.71s	750	153	334,702

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		4.67s	10,258	539	175
Hy4	4.6	1.8	66.7%	1		32.48s	17,212	346	9,097

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		2.88s	228	70	1,697
Hy4	3.0	10.0	0.0%	0		108.44s	246	16	33,655

Badilisha jozi ya ulinganisho

Claude Fable 5mediumvsMuse Emberminimal Muse EmberminimalvsPareto 26.9default DeepSeek V4.1 Flash 1017nonevsHy4high GPT-5.6 TerranonevsHy4high Qwen3.8 Flash NextnonevsHy4high DeepSeek V4.1 FlashnonevsHy4high Qwen3.7 FlashnonevsHy4high Nemotron 3 UltranoneInapatikana burevsHy4high Muse EmberminimalvsKimi K3.1 Prolow Muse EmberminimalvsQwen3.8 MAXlow Claude Sonnet 5nonevsHy4high Ring 2.6 1tmediumvsHy4high