Ling 3.0 Flash vs GPT-5.6 Luna

Modeli zilizolinganishwa

Nafasi: #304
Jumla ya tokeni za matokeo: 12,777
Muda wa majibu (wastani): 3.40s
Jumla ya gharama: $0.004

Nafasi: #297
Jumla ya tokeni za matokeo: 8,000
Muda wa majibu (wastani): 3.78s
Jumla ya gharama: $0.042

Muundo unaopendekezwa Ling 3.0 Flash

Its score stays close to the best score here (5.2 vs 5.3), while costing about 12.2x less than GPT-5.6 Luna.

Ulinganisho wa kina

Kipimo	Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24	GPT-5.6 Luna GPT-5.6 Luna none Toleo: 2026-07-09

Kipimo	Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24	GPT-5.6 Luna GPT-5.6 Luna none Toleo: 2026-07-09
Alama	5.2	5.3
Nafasi	#304	#297
Uaminifu	10.0	10.0
Uthabiti	10.0	8.8
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	26.1%	34.8%
Majaribio yasiyo thabiti	0	3
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.000	2.814
Jumla ya gharama	$0.004	$0.042
Bei ya ingizo	$0.021 / 1M	$0.200 / 1M
Bei ya toleo	$0.063 / 1M	$1.200 / 1M
Bei ya kusoma akiba	$0.005 / 1M	$0.020 / 1M
Bei ya kuandika akiba	Haipo	$0.250 / 1M
Jumla ya tokeni za ingizo	123,993	230,744
Tokeni za matokeo	12,777	8,000
Tokeni za hoja	0	0
Muda wa majibu (wastani)	3.40s	3.78s
Muda wa majibu (upeo)	17.51s	53.77s
Muda wa majibu (jumla)	74.77s	86.83s
Vigezo	124B jumla (5.1B vinavyotumika)	~400B jumla (~17B vinavyotumika)
Upatikanaji	Chanzo huria	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.

#304 Ling 3.0 Flash

none

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

#297 GPT-5.6 Luna

none

Gharama: $0.016
Muda: 15.8s
Tokeni: 2,685 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
GPT-5.6 Luna	5.0	10.0	0.0%	0		53.77s	129,412	1,291	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
GPT-5.6 Luna	4.8	10.0	25.0%	0		901ms	606	266	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
GPT-5.6 Luna	3.8	7.2	22.2%	1		980ms	7,302	459	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
GPT-5.6 Luna	3.2	9.1	0.0%	0		6.68s	78,124	5,022	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
GPT-5.6 Luna	10.0	10.0	100.0%	0		758ms	7,140	222	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
GPT-5.6 Luna	3.6	7.2	22.2%	1		784ms	732	54	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
GPT-5.6 Luna	5.0	10.0	0.0%	0		1.00s	477	150	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
GPT-5.6 Luna	7.1	5.8	83.3%	1		1.23s	660	86	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
GPT-5.6 Luna	5.3	10.0	33.3%	0		790ms	642	202	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
GPT-5.6 Luna	10.0	10.0	100.0%	0		2.80s	5,454	222	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
GPT-5.6 Luna	3.0	10.0	0.0%	0		651ms	195	26	0

Badilisha jozi ya ulinganisho

Granite 4.2 8BlowvsGPT-5.6 Lunanone Ling 3.0 FlashnonevsNemotron 3.5 LightninghighInapatikana bure Ling 3.0 FlashnonevsInkling SmalllowInapatikana bure Ling 3.0 FlashnonevsKAT Coder AIR V2.5high GPT-5.6 LunanonevsStep 3.5 Flashmedium GPT-5.6 LunanonevsHy4 previewlow Ling 3.0 FlashnonevsMistral Small 4medium North Mini CodemediumInapatikana burevsGPT-5.6 Lunanone Mercury 2.5lowvsLing 3.0 Flashnone Ling 3.0 FlashnonevsKAT Coder AIR V2.5medium GPT-5.6 LunanonevsInkling SmalllowInapatikana bure Granite 4.2 8BlowvsLing 3.0 Flashnone