Ling 3.0 Tiny (high) vs d1-ultra (default)

Modeli zilizolinganishwa

Nafasi: #408
Jumla ya tokeni za matokeo: 939,018
Muda wa majibu (wastani): 72.24s
Jumla ya gharama: $0.000

Nafasi: #430
Jumla ya tokeni za matokeo: 0
Muda wa majibu (wastani): 531ms
Jumla ya gharama: $0.003

Muundo unaopendekezwa Ling 3.0 Tiny (high)

Ina alama ya juu zaidi katika ulinganisho huu (3.7) na uwiano bora zaidi wa gharama na muda wa kujibu kati ya modeli 2.

Ulinganisho wa kina

Kipimo	Ling 3.0 Tiny Ling 3.0 Tiny high Toleo: 2026-08-07	d1-ultra d1-ultra default Toleo: 2026-10-17

Kipimo	Ling 3.0 Tiny Ling 3.0 Tiny high Toleo: 2026-08-07	d1-ultra d1-ultra default Toleo: 2026-10-17
Alama	3.7	2.7
Nafasi	#408	#430
Uaminifu	10.0	10.0
Uthabiti	8.9	4.9
Majaribio	69/69	36/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	23.2%	20.3%
Majaribio yasiyo thabiti	3	1
Jumla ya uendeshaji	69	36
Gharama kwa matokeo	0.000	0.059
Jumla ya gharama	$0.000	$0.003
Bei ya ingizo	$0.000 / 1M	$0.042 / 1M
Bei ya toleo	$0.000 / 1M	$0.000 / 1M
Bei ya kusoma akiba	Haipo	$0.042 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	115,314	55,956
Tokeni za matokeo	133,965	0
Tokeni za hoja	816,718	0
Muda wa majibu (wastani)	72.24s	531ms
Muda wa majibu (upeo)	345.15s	697ms
Muda wa majibu (jumla)	1589.23s	6.38s
Vigezo	7.9B jumla (1.3B 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.

#408 Ling 3.0 Tiny

high

No output was saved. The original provider response or failure reason is unavailable.

Gharama: $0.000
Muda: 169.5s
Tokeni: 5,252 tok

#430 LiquidAI: d1-ultra

default

Hakuna matokeo ya onyesho yaliyozalishwa kwa modeli hii bado.

Gharama: Haipo
Muda: -
Tokeni: 0 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 Tiny	3.0	10.0	0.0%	0		28ms	0	0	0
d1-ultra	0.0	0.0	0.0%	0		0ms	0	0	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 Tiny	6.4	7.9	58.3%	1		24.93s	750	5,102	94,893
d1-ultra	4.0	7.5	25.0%	0		432ms	3,216	0	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 Tiny	2.9	10.0	0.0%	0		177.65s	7,767	59,320	177,922
d1-ultra	5.3	4.3	55.6%	1		561ms	25,605	0	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 Tiny	3.0	10.0	0.0%	0		179.85s	87,658	19,652	152,168
d1-ultra	0.0	0.0	0.0%	0		0ms	0	0	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 Tiny	2.8	10.0	0.0%	0		4.16s	8,016	1,561	5,372
d1-ultra	6.5	10.0	50.0%	0		587ms	20,619	0	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 Tiny	2.9	7.2	11.1%	1		70.12s	648	22,445	155,528
d1-ultra	5.3	10.0	33.3%	0		576ms	1,911	0	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 Tiny	5.4	2.5	66.7%	1		60.50s	546	4,900	61,589
d1-ultra	0.0	0.0	0.0%	0		0ms	0	0	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 Tiny	6.8	9.4	50.0%	0		3.10s	744	618	1,444
d1-ultra	1.5	5.0	0.0%	0		571ms	4,167	0	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 Tiny	3.0	10.0	0.0%	0		54.15s	731	10,323	78,452
d1-ultra	1.7	3.3	0.0%	0		485ms	438	0	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 Tiny	10.0	10.0	100.0%	0		5.76s	8,226	379	711
d1-ultra	0.0	0.0	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 Tiny	3.0	10.0	0.0%	0		213.35s	228	9,665	88,639
d1-ultra	0.0	0.0	0.0%	0		0ms	0	0	0

Badilisha jozi ya ulinganisho

Ling 3.0 TinyhighvsXing4.0 29b A4bmediumInapatikana bure Ling 3.0 TinyhighvsNemotron 3.5 LightningnoneInapatikana bure Granite 4.1 8bdefaultvsLing 3.0 Tinyhigh Command A+lowvsd1-ultradefault Ling 3.0 TinyhighvsGrok 4.20none Command A+mediumvsLing 3.0 Tinyhigh Ling 3.0 TinyhighvsQwen3.5-9Bmedium Command A+nonevsd1-ultradefault Ling 3.0 TinyhighvsXing4.0 29b A4bnoneInapatikana bure Mercury 2.5nonevsLing 3.0 Tinyhigh Ling 3.0 Tinyhighvsgpt-oss-120bnone Command A+highvsd1-ultradefault