Ember-1 vs GPT-5.6 Luna

Modeli zilizolinganishwa

Nafasi: #295
Jumla ya tokeni za matokeo: 11,832
Muda wa majibu (wastani): 22.65s
Jumla ya gharama: $0.786

Nafasi: #297
Jumla ya tokeni za matokeo: 8,000
Muda wa majibu (wastani): 3.78s
Jumla ya gharama: $0.042

Muundo unaopendekezwa GPT-5.6 Luna

It has the best score here (5.3), while costing about 18.9x less than Ember-1.

Ulinganisho wa kina

Kipimo	Ember-1 Ember-1 none Toleo: 2026-09-28	GPT-5.6 Luna GPT-5.6 Luna none Toleo: 2026-07-09

Kipimo	Ember-1 Ember-1 none Toleo: 2026-09-28	GPT-5.6 Luna GPT-5.6 Luna none Toleo: 2026-07-09
Alama	5.4	5.3
Nafasi	#295	#297
Uaminifu	8.8	10.0
Uthabiti	8.6	8.8
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	43.5%	34.8%
Majaribio yasiyo thabiti	4	3
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	9.817	2.814
Jumla ya gharama	$0.786	$0.042
Bei ya ingizo	$3.000 / 1M	$0.200 / 1M
Bei ya toleo	$15.000 / 1M	$1.200 / 1M
Bei ya kusoma akiba	$0.300 / 1M	$0.020 / 1M
Bei ya kuandika akiba	Haipo	$0.250 / 1M
Jumla ya tokeni za ingizo	202,617	230,744
Tokeni za matokeo	11,832	8,000
Tokeni za hoja	0	0
Muda wa majibu (wastani)	22.65s	3.78s
Muda wa majibu (upeo)	93.12s	53.77s
Muda wa majibu (jumla)	520.91s	86.83s
Vigezo	~2.8T jumla (~104B vinavyotumika)	~400B jumla (~17B 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.

#295 Ember-1

none

Gharama: $0.156
Muda: 224.6s
Tokeni: 10,555 tok

#297 GPT-5.6 Luna

none

Gharama: $0.016
Muda: 15.8s
Tokeni: 2,685 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
Ember-1	6.1	3.1	66.7%	1		92.87s	175,191	9,168	0
GPT-5.6 Luna	5.0	10.0	0.0%	0		53.77s	129,412	1,291	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
Ember-1	5.2	7.9	41.7%	1		22.37s	796	867	0
GPT-5.6 Luna	4.8	10.0	25.0%	0		901ms	606	266	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
Ember-1	5.5	10.0	33.3%	0		1.94s	7,485	393	0
GPT-5.6 Luna	3.8	7.2	22.2%	1		980ms	7,302	459	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
Ember-1	3.0	10.0	0.0%	0		49.01s	12,162	327	0
GPT-5.6 Luna	3.2	9.1	0.0%	0		6.68s	78,124	5,022	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
Ember-1	6.4	5.9	66.7%	1		35.25s	4,017	161	0
GPT-5.6 Luna	10.0	10.0	100.0%	0		758ms	7,140	222	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
Ember-1	5.3	10.0	33.3%	0		21.61s	804	68	0
GPT-5.6 Luna	3.6	7.2	22.2%	1		784ms	732	54	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
Ember-1	5.0	10.0	0.0%	0		2.28s	540	160	0
GPT-5.6 Luna	5.0	10.0	0.0%	0		1.00s	477	150	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
Ember-1	6.4	5.8	66.7%	1		31.00s	509	81	0
GPT-5.6 Luna	7.1	5.8	83.3%	1		1.23s	660	86	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
Ember-1	10.0	10.0	100.0%	0		2.54s	840	569	0
GPT-5.6 Luna	5.3	10.0	33.3%	0		790ms	642	202	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
Ember-1	3.0	10.0	0.0%	0		26.44s	0	0	0
GPT-5.6 Luna	10.0	10.0	100.0%	0		2.80s	5,454	222	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
Ember-1	3.0	10.0	0.0%	0		1.05s	273	38	0
GPT-5.6 Luna	3.0	10.0	0.0%	0		651ms	195	26	0

Badilisha jozi ya ulinganisho

Ember-1nonevsStep 3.5 Flashmedium Granite 4.2 8BlowvsGPT-5.6 Lunanone Ember-1nonevsHy4 previewlow North Mini CodemediumInapatikana burevsEmber-1none GPT-5.6 LunanonevsStep 3.5 Flashmedium Ember-1nonevsGranite 4.2 8Blow GPT-5.6 LunanonevsHy4 previewlow North Mini CodemediumInapatikana burevsGPT-5.6 Lunanone GPT-5.6 LunanonevsInkling SmalllowInapatikana bure Nemotron 3.5 LightninghighInapatikana burevsGPT-5.6 Lunanone Ember-1nonevsInkling SmalllowInapatikana bure KAT Coder AIR V2.5highvsGPT-5.6 Lunanone