Ling 3.0 Flash (high) vs GPT-5.4

Modeli zilizolinganishwa

Nafasi: #251
Jumla ya tokeni za matokeo: 299,456
Muda wa majibu (wastani): 13.08s
Jumla ya gharama: $0.021

Nafasi: #260
Jumla ya tokeni za matokeo: 9,372
Muda wa majibu (wastani): 3.89s
Jumla ya gharama: $0.690

Muundo unaopendekezwa Ling 3.0 Flash (high)

It has the best score here (5.8), while costing about 34.3x less than GPT-5.4.

Ulinganisho wa kina

Kipimo	Ling 3.0 Flash Ling 3.0 Flash high Toleo: 2026-07-24	GPT-5.4 GPT-5.4 none Toleo: 2026-03-05

Kipimo	Ling 3.0 Flash Ling 3.0 Flash high Toleo: 2026-07-24	GPT-5.4 GPT-5.4 none Toleo: 2026-03-05
Alama	5.8	5.6
Nafasi	#251	#260
Uaminifu	9.8	10.0
Uthabiti	8.6	9.3
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	60.9%	33.3%
Majaribio yasiyo thabiti	4	2
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.000	9.845
Jumla ya gharama	$0.021	$0.690
Bei ya ingizo	$0.021 / 1M	$2.500 / 1M
Bei ya toleo	$0.063 / 1M	$15.000 / 1M
Bei ya kusoma akiba	$0.005 / 1M	$0.250 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	132,044	219,404
Tokeni za matokeo	92,135	9,372
Tokeni za hoja	207,321	0
Muda wa majibu (wastani)	13.08s	3.89s
Muda wa majibu (upeo)	75.27s	43.73s
Muda wa majibu (jumla)	287.79s	89.48s
Vigezo	124B jumla (5.1B vinavyotumika)	~1.5T jumla (~100B 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.

#251 Ling 3.0 Flash

high

Gharama: $0.000
Muda: 30.7s
Tokeni: 10,576 tok

#260 GPT-5.4

none

Gharama: $0.026
Muda: 18.1s
Tokeni: 1,792 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		42ms	0	0	0
GPT-5.4	5.0	10.0	0.0%	0		43.73s	110,763	1,033	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	10.0	10.0	100.0%	0		4.26s	750	1,127	3,129
GPT-5.4	3.2	8.0	8.3%	1		1.21s	606	406	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	6.7	5.0	66.7%	2		14.85s	8,298	15,602	32,152
GPT-5.4	5.5	10.0	33.3%	0		1.62s	7,305	516	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	2.9	6.0	16.7%	1		50.41s	103,841	28,377	80,872
GPT-5.4	3.0	10.0	0.0%	0		9.26s	85,439	6,195	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	7.3	5.8	83.3%	1		7.15s	8,016	3,455	9,048
GPT-5.4	10.0	10.0	100.0%	0		1.04s	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		30.29s	648	37,633	61,104
GPT-5.4	5.3	7.2	44.4%	1		1.15s	732	68	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		2.98s	546	63	344
GPT-5.4	4.4	9.9	0.0%	0		1.78s	477	184	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	10.0	10.0	100.0%	0		1.85s	744	402	2,031
GPT-5.4	6.5	10.0	50.0%	0		1.07s	660	81	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	10.0	10.0	100.0%	0		4.33s	747	753	4,623
GPT-5.4	5.6	9.8	33.3%	0		1.44s	642	381	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		6.47s	8,226	322	527
GPT-5.4	10.0	10.0	100.0%	0		2.75s	5,445	246	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		24.35s	228	4,401	13,491
GPT-5.4	3.0	10.0	0.0%	0		990ms	195	40	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

DeepSeek V4.1 FlashnonevsLing 3.0 Flashhigh GPT-5.4nonevsSpace Bunny Alphalow Ling 3.0 FlashhighvsGPT-5.6 Terranone Ling 3.0 FlashhighvsGPT-5 Nanomedium Ling 3.0 FlashhighvsGPT-5.4 Mininone Seed 2.1 TurbononevsLing 3.0 Flashhigh Dots 3 Note PreviewmediumInapatikana burevsGPT-5.4none Dots 3 Note PreviewmediumInapatikana burevsLing 3.0 Flashhigh Ling 3.0 FlashhighvsQwen3.7 Flashnone Gemma 4 31BnoneInapatikana burevsLing 3.0 Flashhigh Ling 3.0 FlashhighvsNemotron 3 UltranoneInapatikana bure Trinity Large ThinkinghighvsGPT-5.4none