Ember-1 (max) vs Qwen3.5-Flash

Modeli zilizolinganishwa

Nafasi: #254
Jumla ya tokeni za matokeo: 186,901
Muda wa majibu (wastani): 97.34s
Jumla ya gharama: $3.264

Nafasi: #250
Jumla ya tokeni za matokeo: 219,122
Muda wa majibu (wastani): 26.52s
Jumla ya gharama: $0.089

Muundo unaopendekezwa Qwen3.5-Flash

It has the best score here (6.7), while costing about 36.7x less than Ember-1 (max).

Ulinganisho wa kina

Kipimo	Ember-1 Ember-1 max Toleo: 2026-09-28	Qwen3.5-Flash Qwen3.5-Flash none Toleo: 2026-02-24

Kipimo	Ember-1 Ember-1 max Toleo: 2026-09-28	Qwen3.5-Flash Qwen3.5-Flash none Toleo: 2026-02-24
Alama	6.7	6.7
Nafasi	#254	#250
Uaminifu	8.3	10.0
Uthabiti	7.8	9.3
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	59.4%	37.7%
Majaribio yasiyo thabiti	6	2
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	29.671	1.113
Jumla ya gharama	$3.264	$0.089
Bei ya ingizo	$3.000 / 1M	$0.065 / 1M
Bei ya toleo	$15.000 / 1M	$0.260 / 1M
Bei ya kusoma akiba	$0.300 / 1M	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	153,399	463,872
Tokeni za matokeo	7,803	219,122
Tokeni za hoja	179,098	0
Muda wa majibu (wastani)	97.34s	26.52s
Muda wa majibu (upeo)	587.08s	480.96s
Muda wa majibu (jumla)	2238.73s	609.94s
Vigezo	~2.8T jumla (~104B vinavyotumika)	~35B jumla (~3B 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.

#254 Ember-1

max

Gharama: $0.163
Muda: 229.4s
Tokeni: 11,002 tok

#250 Qwen3.5-Flash

none

Gharama: $0.003
Muda: 47.4s
Tokeni: 7,799 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	10.0	10.0	100.0%	0		62.53s	126,950	3,620	2,475
Qwen3.5-Flash	10.0	10.0	100.0%	0		53.80s	181,516	9,921	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	8.7	7.9	91.7%	1		23.74s	1,533	613	1,394
Qwen3.5-Flash	3.5	8.3	8.3%	1		1.32s	696	690	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	5.2	4.4	55.6%	2		105.09s	3,362	1,149	27,957
Qwen3.5-Flash	5.5	10.0	33.3%	0		850ms	7,913	519	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	6.5	10.0	50.0%	0		64.37s	12,819	775	4,538
Qwen3.5-Flash	2.9	5.8	16.7%	1		243.59s	254,787	206,719	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		39.79s	4,285	185	1,182
Qwen3.5-Flash	10.0	10.0	100.0%	0		1.57s	7,794	243	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	3.6	7.2	22.2%	1		471.21s	1,015	84	136,143
Qwen3.5-Flash	5.3	10.0	33.3%	0		873ms	798	15	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	10.0	10.0	100.0%	0		7.04s	741	193	716
Qwen3.5-Flash	10.0	10.0	100.0%	0		803ms	522	100	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	6.2	5.8	66.7%	1		32.97s	777	132	574
Qwen3.5-Flash	6.3	10.0	50.0%	0		8.81s	711	63	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	7.7	10.0	66.7%	0		6.57s	1,443	681	1,368
Qwen3.5-Flash	3.1	10.0	0.0%	0		10.89s	714	579	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		26.36s	0	0	0
Qwen3.5-Flash	10.0	10.0	100.0%	0		3.67s	8,211	264	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		24.95s	474	371	2,751
Qwen3.5-Flash	3.0	10.0	0.0%	0		588ms	210	9	0

Badilisha jozi ya ulinganisho

Qwen3.5-FlashnonevsGLM 5.3 FlashX Legallow Ember-1maxvsGPT 5.3 Chatdefault Ember-1maxvsMiniMax M3medium Ember-1maxvsGPT-5.6 Solnone Ember-1maxvsGrok 4.7high Apodex 1.1 MinihighInapatikana burevsEmber-1max Ember-1maxvsSolar Pro 4low Qwen3.5-FlashnonevsSolar Pro 4low Qwen3.5-FlashnonevsGrok 4.7high Qwen3.5-FlashnonevsGrok Build 0.1medium MiniMax M3mediumvsQwen3.5-Flashnone Ember-1maxvsGLM 5.3 FlashX Legallow