Ling 3.0 Flash vs Qwen3.6 35B A3B

Modeli zilizolinganishwa

Nafasi: #338
Jumla ya tokeni za matokeo: 12,777
Muda wa majibu (wastani): 3.40s
Jumla ya gharama: $0.004

Nafasi: #336
Jumla ya tokeni za matokeo: 63,781
Muda wa majibu (wastani): 8.43s
Jumla ya gharama: $0.105

Muundo unaopendekezwa Ling 3.0 Flash

Its score stays close to the best score here (5.2 vs 5.3), while costing about 30.7x less than Qwen3.6 35B A3B.

Ulinganisho wa kina

Kipimo	Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24	Qwen3.6 35B A3B Qwen3.6 35B A3B none Toleo: 2026-04-20

Kipimo	Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24	Qwen3.6 35B A3B Qwen3.6 35B A3B none Toleo: 2026-04-20
Alama	5.2	5.3
Nafasi	#338	#336
Uaminifu	10.0	10.0
Uthabiti	10.0	7.9
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	26.1%	29.0%
Majaribio yasiyo thabiti	0	6
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.000	2.586
Jumla ya gharama	$0.004	$0.105
Bei ya ingizo	$0.021 / 1M	$0.150 / 1M
Bei ya toleo	$0.063 / 1M	$1.000 / 1M
Bei ya kusoma akiba	$0.005 / 1M	$0.050 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	123,993	272,479
Tokeni za matokeo	12,777	40,677
Tokeni za hoja	0	23,104
Muda wa majibu (wastani)	3.40s	8.43s
Muda wa majibu (upeo)	17.51s	65.61s
Muda wa majibu (jumla)	74.77s	176.93s
Vigezo	124B jumla (5.1B vinavyotumika)	35B jumla (3B vinavyotumika)
Upatikanaji	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.

#338 Ling 3.0 Flash

none

Gharama: $0.000
Muda: 11.6s
Tokeni: 2,781 tok

#336 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
Ling 3.0 Flash	3.0	10.0	0.0%	0		26ms	0	0	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
Ling 3.0 Flash	4.8	10.0	25.0%	0		3.34s	762	139	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
Ling 3.0 Flash	5.5	10.0	33.3%	0		6.39s	8,307	639	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		8.58s	95,727	11,102	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
Ling 3.0 Flash	10.0	10.0	100.0%	0		1.10s	8,022	249	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		840ms	654	18	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
Ling 3.0 Flash	5.0	10.0	0.0%	0		1.58s	549	51	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
Ling 3.0 Flash	4.8	10.0	0.0%	0		836ms	750	71	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
Ling 3.0 Flash	5.3	10.0	33.3%	0		1.49s	756	283	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
Ling 3.0 Flash	10.0	10.0	100.0%	0		2.85s	8,235	216	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		10.61s	231	9	0
Qwen3.6 35B A3B	3.0	10.0	0.0%	0		414ms	210	12	0

Badilisha jozi ya ulinganisho

Ling 3.0 FlashnonevsNemotron 3.5 LightninghighInapatikana bure Ling 3.0 FlashnonevsInkling SmalllowInapatikana bure Ling 3.0 FlashnonevsKAT Coder AIR V2.5high Qwen3.6 35B A3BnonevsInkling SmalllowInapatikana bure Granite 4.2 8BlowvsQwen3.6 35B A3Bnone Ling 3.0 FlashnonevsMistral Small 4medium Nemotron 3.5 LightninghighInapatikana burevsQwen3.6 35B A3Bnone Mercury 2.5lowvsLing 3.0 Flashnone Ling 3.0 FlashnonevsKAT Coder AIR V2.5medium KAT Coder AIR V2.5highvsQwen3.6 35B A3Bnone Qwen3.6 35B A3BnonevsStep 3.5 Flashmedium Granite 4.2 8BlowvsLing 3.0 Flashnone