Modeli zilizolinganishwa

Ulinganisho wa benchmark Qwen3.6 35B A3B (medium) vs Qwen3.5-27B (medium) vs DeepSeek V4 Flash 0423 (high): DeepSeek V4 Flash 0423 (high) inaongoza kwenye Alama kwa 8.1. Qwen3.6 35B A3B (medium) inaongoza kwenye Uaminifu kwa 10.0. DeepSeek V4 Flash 0423 (high) ina Jumla ya gharama ya chini zaidi kwa $0.261. DeepSeek V4 Flash 0423 (high) ndiyo ya haraka zaidi kwa 55.99s.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-19

Modeli zilizolinganishwa

Nafasi: #229
Jumla ya tokeni za matokeo: 769,570
Muda wa majibu (wastani): 59.92s
Jumla ya gharama: $0.834

Nafasi: #116
Jumla ya tokeni za matokeo: 635,288
Muda wa majibu (wastani): 114.73s
Jumla ya gharama: $1.135

Nafasi: #108
Jumla ya tokeni za matokeo: 203,134
Muda wa majibu (wastani): 55.99s
Jumla ya gharama: $0.261

Muundo unaopendekezwa DeepSeek V4 Flash 0423 (high)

It has the best score here (8.1), while costing about 3.8x less than miundo mingine katika ulinganisho huu.

Ulinganisho wa kina

Kipimo	Qwen3.6 35B A3B Qwen3.6 35B A3B medium Toleo: 2026-04-20	Qwen3.5-27B Qwen3.5-27B medium Toleo: 2026-02-24	DeepSeek V4 Flash 0423 DeepSeek V4 Flash 0423 high Toleo: 2026-04-24

Kipimo	Qwen3.6 35B A3B Qwen3.6 35B A3B medium Toleo: 2026-04-20	Qwen3.5-27B Qwen3.5-27B medium Toleo: 2026-02-24	DeepSeek V4 Flash 0423 DeepSeek V4 Flash 0423 high Toleo: 2026-04-24
Alama	6.5	7.9	8.1
Nafasi	#229	#116	#108
Uaminifu	10.0	10.0	10.0
Uthabiti	9.0	7.9	8.6
Majaribio	69/69	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	58.0%	76.8%	71.0%
Majaribio yasiyo thabiti	3	6	4
Jumla ya uendeshaji	69	69	69
Gharama kwa matokeo	6.732	8.104	0.547
Jumla ya gharama	$0.834	$1.135	$0.261
Bei ya ingizo	$0.150 / 1M	$0.195 / 1M	$0.002 / 1M
Bei ya toleo	$1.000 / 1M	$1.560 / 1M	$1.280 / 1M
Bei ya kusoma akiba	$0.050 / 1M	Haipo	$0.002 / 1M
Bei ya kuandika akiba	Haipo	Haipo	Haipo
Jumla ya tokeni za ingizo	282,192	288,919	298,794
Tokeni za matokeo	75,306	17,484	45,873
Tokeni za hoja	700,868	617,804	188,721
Muda wa majibu (wastani)	59.92s	114.73s	55.99s
Muda wa majibu (upeo)	817.57s	1026.43s	218.13s
Muda wa majibu (jumla)	1258.32s	2638.74s	1287.87s
Vigezo	35B jumla (3B vinavyotumika)	27B	284B jumla (13B vinavyotumika)
Upatikanaji	Chanzo huria	Chanzo huria	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.

#229 Qwen3.6 35B A3B

medium

Reached the allocated time limit (300 seconds) without receiving showcase output.

Gharama: $0.000
Muda: 300.0s
Tokeni: 0 tok

#116 Qwen3.5-27B

medium

Gharama: $0.008
Muda: 62.0s
Tokeni: 3,099 tok

#108 DeepSeek V4 Flash 0423

high

Gharama: $0.003
Muda: 93.1s
Tokeni: 7,926 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	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	6.1	3.1	66.7%	1	88.48s	197,044	13,570	19,312
Qwen3.5-27B	10.0	10.0	100.0%	0	146.48s	177,275	1,371	19,008
DeepSeek V4 Flash 0423	10.0	10.0	100.0%	0	148.13s	190,314	8,644	14,640

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	10.0	10.0	100.0%	0	6.02s	672	1,154	12,385
Qwen3.5-27B	8.7	7.9	91.7%	1	19.75s	672	569	31,505
DeepSeek V4 Flash 0423	8.3	10.0	75.0%	0	28.51s	540	140	7,770

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	7.7	10.0	66.7%	0	50.55s	5,051	7,929	37,223
Qwen3.5-27B	6.2	7.1	55.6%	1	160.69s	7,895	6,381	89,388
DeepSeek V4 Flash 0423	7.8	10.0	66.7%	0	50.60s	7,279	395	34,862

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	3.0	10.0	0.0%	0	817.57s	68,754	42,187	548,547
Qwen3.5-27B	7.3	5.8	83.3%	1	595.19s	84,417	7,948	279,132
DeepSeek V4 Flash 0423	6.4	5.8	66.7%	1	104.10s	82,663	4,633	37,533

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	10.0	10.0	100.0%	12.99s	7,776	2,591	9,968
Qwen3.5-27B	10.0	10.0	100.0%	30.26s	7,782	270	16,150
DeepSeek V4 Flash 0423	10.0	10.0	100.0%	28.03s	7,290	201	1,179

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	2.9	4.4	22.2%	2	25.39s	780	6,110	41,906
Qwen3.5-27B	5.9	7.2	55.6%	1	89.39s	562	157	52,734
DeepSeek V4 Flash 0423	3.6	7.2	22.2%	1	115.42s	754	22,778	79,643

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	4.4	9.9	0.0%	0	8.66s	516	129	4,569
Qwen3.5-27B	6.1	3.1	66.7%	1	101.41s	524	70	23,147
DeepSeek V4 Flash 0423	6.1	3.1	66.7%	1	25.15s	471	79	632

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	10.0	10.0	100.0%	7.50s	699	219	7,404
Qwen3.5-27B	10.0	10.0	100.0%	19.66s	699	97	11,638
DeepSeek V4 Flash 0423	10.0	10.0	100.0%	15.36s	627	63	1,622

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	8.0	10.0	66.7%	0	5.95s	696	655	9,228
Qwen3.5-27B	8.2	7.7	77.8%	1	59.60s	696	242	70,096
DeepSeek V4 Flash 0423	8.2	7.2	88.9%	1	26.11s	594	196	1,767

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	3.0	10.0	0.0%	0ms	0	0	0
Qwen3.5-27B	10.0	10.0	100.0%	7.45s	8,193	348	1,323
DeepSeek V4 Flash 0423	10.0	10.0	100.0%	74.73s	8,079	228	542

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Qwen3.6 35B A3B	3.0	10.0	0.0%	32.90s	204	762	10,326
Qwen3.5-27B	3.0	10.0	0.0%	85.11s	204	31	23,683
DeepSeek V4 Flash 0423	3.0	10.0	0.0%	54.46s	183	8,516	8,531

Badilisha jozi ya ulinganisho

Modeli zilizolinganishwa