Ember-1 vs Qwen3.8 27B

Modeli zilizolinganishwa

Nafasi: #329
Jumla ya tokeni za matokeo: 11,832
Muda wa majibu (wastani): 22.65s
Jumla ya gharama: $0.786

Nafasi: #324
Jumla ya tokeni za matokeo: 13,791
Muda wa majibu (wastani): 5.05s
Jumla ya gharama: ~$0.010

Muundo unaopendekezwa Qwen3.8 27B

It has the best score here (5.4), while costing about 82.1x less than Ember-1.

Ulinganisho wa kina

Kipimo	Ember-1 Ember-1 none Toleo: 2026-09-28	Qwen3.8 27B Qwen3.8 27B none Toleo: 2026-08-14 Inapatikana bure

Kipimo	Ember-1 Ember-1 none Toleo: 2026-09-28	Qwen3.8 27B Qwen3.8 27B none Toleo: 2026-08-14 Inapatikana bure
Alama	5.4	5.4
Nafasi	#329	#324
Uaminifu	8.8	10.0
Uthabiti	8.6	10.0
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	43.5%	39.1%
Majaribio yasiyo thabiti	4	0
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	9.817	~0.107
Jumla ya gharama	$0.786	~$0.010
Bei ya ingizo	$3.000 / 1M	Haipo
Bei ya toleo	$15.000 / 1M	Haipo
Bei ya kusoma akiba	$0.300 / 1M	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	202,617	281,460
Tokeni za matokeo	11,832	13,791
Tokeni za hoja	0	0
Muda wa majibu (wastani)	22.65s	5.05s
Muda wa majibu (upeo)	93.12s	47.42s
Muda wa majibu (jumla)	520.91s	116.11s
Vigezo	~2.8T jumla (~104B vinavyotumika)	27.3B
Upatikanaji	Imefungwa	Uzani unapatikana

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.

#329 Ember-1

none

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

#324 Qwen3.8 27B

none

Gharama: ~$0.001
Muda: 23.9s
Tokeni: 1,922 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
Qwen3.8 27B	5.0	10.0	0.0%	0		47.42s	158,997	2,346	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
Qwen3.8 27B	6.5	10.0	50.0%	0		828ms	696	267	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
Qwen3.8 27B	5.5	10.0	33.3%	0		1.19s	7,911	408	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
Qwen3.8 27B	3.0	10.0	0.0%	0		24.10s	95,181	9,588	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
Qwen3.8 27B	6.5	10.0	50.0%	0		1.14s	7,788	246	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
Qwen3.8 27B	7.7	10.0	66.7%	0		552ms	798	27	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
Qwen3.8 27B	4.2	9.9	0.0%	0		1.31s	522	126	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
Qwen3.8 27B	6.3	10.0	50.0%	0		582ms	711	72	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
Qwen3.8 27B	6.0	10.0	33.3%	0		1.25s	714	411	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
Qwen3.8 27B	10.0	10.0	100.0%	0		2.75s	7,932	273	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
Qwen3.8 27B	3.0	10.0	0.0%	0		703ms	210	27	0

Badilisha jozi ya ulinganisho

Ember-1nonevsStep 3.5 Flashmedium North Mini CodemediumInapatikana burevsQwen3.8 27BnoneInapatikana bure Ember-1nonevsHy4 previewlow Qwen3.8 27BnoneInapatikana burevsHy4 previewlow North Mini CodemediumInapatikana burevsEmber-1none Ember-1nonevsGranite 4.2 8Blow Qwen3.8 27BnoneInapatikana burevsStep 3.5 Flashmedium Nemotron 3 SupermediumInapatikana burevsQwen3.8 27BnoneInapatikana bure Granite 4.2 8BlowvsQwen3.8 27BnoneInapatikana bure Ember-1nonevsInkling SmalllowInapatikana bure Ember-1nonevsNemotron 3.5 LightninghighInapatikana bure Ember-1nonevsNemotron 3 SupermediumInapatikana bure