Ling 3.0 Flash vs Qwen3 Coder Next

Modeli zilizolinganishwa

Nafasi: #289
Jumla ya tokeni za matokeo: 12,777
Muda wa majibu (wastani): 3.40s
Jumla ya gharama: $0.004

Nafasi: #308
Jumla ya tokeni za matokeo: 45,168
Muda wa majibu (wastani): 19.73s
Jumla ya gharama: $0.067

Muundo unaopendekezwa Ling 3.0 Flash

It has the best score here (5.2), while costing about 19.4x less than Qwen3 Coder Next.

Ulinganisho wa kina

Kipimo	Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24	Qwen3 Coder Next Qwen3 Coder Next none Toleo: 2026-02-03

Kipimo	Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24	Qwen3 Coder Next Qwen3 Coder Next none Toleo: 2026-02-03
Alama	5.2	4.9
Nafasi	#289	#308
Uaminifu	10.0	10.0
Uthabiti	10.0	9.7
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	26.1%	24.6%
Majaribio yasiyo thabiti	0	1
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.000	1.300
Jumla ya gharama	$0.004	$0.067
Bei ya ingizo	$0.021 / 1M	$0.120 / 1M
Bei ya toleo	$0.063 / 1M	$0.800 / 1M
Bei ya kusoma akiba	$0.005 / 1M	$0.070 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	123,993	250,329
Tokeni za matokeo	12,777	45,168
Tokeni za hoja	0	0
Muda wa majibu (wastani)	3.40s	19.73s
Muda wa majibu (upeo)	17.51s	208.38s
Muda wa majibu (jumla)	74.77s	355.09s
Vigezo	124B jumla (5.1B vinavyotumika)	80B 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.

#289 Ling 3.0 Flash

none

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

#308 Qwen3 Coder Next

none

SVG batili

Gharama: $0.058
Muda: 246.3s
Tokeni: 64,126 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 Coder Next	3.9	9.6	0.0%	0		208.38s	116,102	33,360	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 Coder Next	3.6	10.0	0.0%	0		3.31s	645	1,321	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 Coder Next	4.6	7.9	22.2%	1		2.22s	7,442	621	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		8.58s	95,727	11,102	0
Qwen3 Coder Next	3.0	10.0	0.0%	0		30.86s	107,180	8,541	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 Coder Next	6.5	10.0	50.0%	0		1.32s	7,758	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		840ms	654	18	0
Qwen3 Coder Next	5.3	10.0	33.3%	0		871ms	762	26	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
Ling 3.0 Flash	5.0	10.0	0.0%	0		1.58s	549	51	0
Qwen3 Coder Next	10.0	10.0	100.0%	0		1.34s	498	152	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
Ling 3.0 Flash	4.8	10.0	0.0%	0		836ms	750	71	0
Qwen3 Coder Next	6.3	10.0	50.0%	0		7.78s	684	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
Ling 3.0 Flash	5.3	10.0	33.3%	0		1.49s	756	283	0
Qwen3 Coder Next	3.0	10.0	0.0%	0		24.34s	678	571	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 Coder Next	10.0	10.0	100.0%	0		2.47s	8,364	255	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 Coder Next	3.0	10.0	0.0%	0		601ms	216	12	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling 3.0 FlashnonevsNemotron 3.5 LightninghighInapatikana bure Laguna S 2.1highInapatikana burevsQwen3 Coder Nextnone Ling 3.0 FlashnonevsInkling SmalllowInapatikana bure Ling 3.0 FlashnonevsKAT Coder AIR V2.5high KAT Coder AIR V2.5lowvsQwen3 Coder Nextnone Ling 3.0 FlashnonevsMistral Small 4medium MiniMax M2.7mediumvsQwen3 Coder Nextnone Mercury 2.5lowvsLing 3.0 Flashnone Ling 3.0 FlashnonevsKAT Coder AIR V2.5medium Mercury 2.5 PreviewlowvsQwen3 Coder Nextnone Granite 4.2 8BlowvsLing 3.0 Flashnone Laguna S 2.1mediumInapatikana burevsQwen3 Coder Nextnone