Ling 3.0 Tiny — high dhidi ya low

Modeli zilizolinganishwa

Nafasi: #417
Jumla ya tokeni za matokeo: 939,018
Muda wa majibu (wastani): 72.24s
Jumla ya gharama: $0.000

Nafasi: #418
Jumla ya tokeni za matokeo: 868,004
Muda wa majibu (wastani): 63.15s
Jumla ya gharama: $0.000

Muundo unaopendekezwa 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	Ling 3.0 Tiny Ling 3.0 Tiny low Toleo: 2026-08-07

Kipimo	Ling 3.0 Tiny Ling 3.0 Tiny high Toleo: 2026-08-07	Ling 3.0 Tiny Ling 3.0 Tiny low Toleo: 2026-08-07
Alama	3.7	3.7
Nafasi	#417	#418
Uaminifu	10.0	9.6
Uthabiti	8.9	9.7
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	23.2%	18.8%
Majaribio yasiyo thabiti	3	1
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.000	0.000
Jumla ya gharama	$0.000	$0.000
Bei ya ingizo	$0.000 / 1M	$0.000 / 1M
Bei ya toleo	$0.000 / 1M	$0.000 / 1M
Bei ya kusoma akiba	Haipo	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	115,314	99,662
Tokeni za matokeo	133,965	146,555
Tokeni za hoja	816,718	732,977
Muda wa majibu (wastani)	72.24s	63.15s
Muda wa majibu (upeo)	345.15s	252.08s
Muda wa majibu (jumla)	1589.23s	1389.35s
Vigezo	7.9B jumla (1.3B vinavyotumika)	7.9B jumla (1.3B 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.

#417 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

#418 Ling 3.0 Tiny

low

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

Gharama: $0.000
Muda: 200.0s
Tokeni: 5,030 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
Ling 3.0 Tiny	3.0	10.0	0.0%	0		21ms	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
Ling 3.0 Tiny	6.5	10.0	50.0%	0		25.30s	750	5,100	94,884

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
Ling 3.0 Tiny	2.9	10.0	0.0%	0		170.73s	7,619	56,012	170,220

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
Ling 3.0 Tiny	3.0	10.0	0.0%	0		134.79s	72,165	19,498	125,503

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
Ling 3.0 Tiny	2.8	10.0	0.0%	0		4.82s	8,016	1,531	6,288

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
Ling 3.0 Tiny	3.0	10.0	0.0%	0		72.15s	637	36,585	146,171

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
Ling 3.0 Tiny	5.1	3.4	33.3%	1		29.35s	546	4,876	30,522

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
Ling 3.0 Tiny	6.6	10.0	50.0%	0		3.09s	744	611	1,404

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
Ling 3.0 Tiny	3.0	10.0	0.0%	0		32.49s	731	12,171	68,764

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
Ling 3.0 Tiny	10.0	10.0	100.0%	0		5.94s	8,226	380	708

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
Ling 3.0 Tiny	3.0	10.0	0.0%	0		213.54s	228	9,791	88,513

Badilisha jozi ya ulinganisho

Ling 3.0 TinyhighvsXing4.0 29b A4bmediumInapatikana bure Ling 3.0 TinylowvsXing4.0 29b A4bmediumInapatikana bure Ling 3.0 TinyhighvsNemotron 3.5 LightningnoneInapatikana bure Granite 4.1 8bdefaultvsLing 3.0 Tinyhigh Ling 3.0 TinylowvsNemotron 3.5 LightningnoneInapatikana bure Granite 4.1 8bdefaultvsLing 3.0 Tinylow Ling 3.0 TinylowvsGrok 4.20none Command A+mediumvsLing 3.0 Tinylow Ling 3.0 TinyhighvsGrok 4.20none Command A+mediumvsLing 3.0 Tinyhigh Ling 3.0 TinyhighvsQwen3.5-9Bmedium Ling 3.0 TinylowvsQwen3.5-9Bmedium