Ember-1 vs Qwen3.6 35B A3B

Modeli zilizolinganishwa

Nafasi: #375
Jumla ya tokeni za matokeo: 11,832
Muda wa majibu (wastani): 22.65s
Jumla ya gharama: $0.786

Nafasi: #382
Jumla ya tokeni za matokeo: 63,781
Muda wa majibu (wastani): 8.43s
Jumla ya gharama: $0.105

Muundo unaopendekezwa Qwen3.6 35B A3B

Its score stays close to the best score here (5.3 vs 5.4), while costing about 7.5x less than Ember-1.

Ulinganisho wa kina

Kipimo	Ember-1 Ember-1 none Toleo: 2026-09-28	Qwen3.6 35B A3B Qwen3.6 35B A3B none Toleo: 2026-04-20

Kipimo	Ember-1 Ember-1 none Toleo: 2026-09-28	Qwen3.6 35B A3B Qwen3.6 35B A3B none Toleo: 2026-04-20
Alama	5.4	5.3
Nafasi	#375	#382
Uaminifu	8.8	10.0
Uthabiti	8.6	7.9
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	43.5%	29.0%
Majaribio yasiyo thabiti	4	6
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	9.817	2.586
Jumla ya gharama	$0.786	$0.105
Bei ya ingizo	$3.000 / 1M	$0.150 / 1M
Bei ya toleo	$15.000 / 1M	$1.000 / 1M
Bei ya kusoma akiba	$0.300 / 1M	$0.050 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	202,617	272,479
Tokeni za matokeo	11,832	40,677
Tokeni za hoja	0	23,104
Muda wa majibu (wastani)	22.65s	8.43s
Muda wa majibu (upeo)	93.12s	65.61s
Muda wa majibu (jumla)	520.91s	176.93s
Vigezo	~2.8T jumla (~104B vinavyotumika)	35B jumla (3B vinavyotumika)
Upatikanaji	Imefungwa	Chanzo huria

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.

#375 Ember-1

none

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

#382 Qwen3.6 35B A3B

none

Gharama: $0.008
Muda: 30.1s
Tokeni: 6,317 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
Qwen3.6 35B A3B	5.2	3.2	33.3%	1		65.61s	178,489	17,876	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
Qwen3.6 35B A3B	3.6	7.6	16.7%	1		2.10s	696	1,571	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
Qwen3.6 35B A3B	5.5	10.0	33.3%	0		8.77s	7,911	960	10,201

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
Qwen3.6 35B A3B	3.8	5.8	33.3%	1		39.54s	74,650	19,202	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
Qwen3.6 35B A3B	10.0	10.0	100.0%	0		1.46s	7,788	248	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
Qwen3.6 35B A3B	2.9	7.2	11.1%	1		7.76s	792	36	10,293

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
Qwen3.6 35B A3B	4.4	3.0	33.3%	1		3.51s	520	124	1,421

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
Qwen3.6 35B A3B	6.2	5.8	66.7%	1		1.86s	709	75	1,189

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
Qwen3.6 35B A3B	3.2	9.9	0.0%	0		1.07s	714	573	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
Qwen3.6 35B A3B	3.0	10.0	0.0%	0		0ms	0	0	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
Qwen3.6 35B A3B	3.0	10.0	0.0%	0		414ms	210	12	0

Badilisha jozi ya ulinganisho

Ember-1nonevsStep 3.5 Flashmedium Ember-1nonevsHy4 previewlow North Mini CodemediumInapatikana burevsEmber-1none Ember-1nonevsGranite 4.2 8Blow Qwen3.6 35B A3BnonevsInkling SmalllowInapatikana bure Granite 4.2 8BlowvsQwen3.6 35B A3Bnone Nemotron 3.5 LightninghighInapatikana burevsQwen3.6 35B A3Bnone KAT Coder AIR V2.5highvsQwen3.6 35B A3Bnone Qwen3.6 35B A3BnonevsStep 3.5 Flashmedium Qwen3.6 35B A3BnonevsHy4 previewlow North Mini CodemediumInapatikana burevsQwen3.6 35B A3Bnone Mistral Small 4mediumvsQwen3.6 35B A3Bnone