Ling 3.1 Flash — high dhidi ya low

Modeli zilizolinganishwa

Nafasi: #105
Jumla ya tokeni za matokeo: 687,692
Muda wa majibu (wastani): 87.39s
Jumla ya gharama: $0.000

Nafasi: #222
Jumla ya tokeni za matokeo: 704,170
Muda wa majibu (wastani): 85.22s
Jumla ya gharama: $0.000

Muundo unaopendekezwa high

It has the strongest score in this comparison (7.9) and the best overall balance of cost and response time across all 2 models.

Ulinganisho wa kina

Kipimo	Ling 3.1 Flash Ling 3.1 Flash high Toleo: 2026-10-03	Ling 3.1 Flash Ling 3.1 Flash low Toleo: 2026-10-03

Kipimo	Ling 3.1 Flash Ling 3.1 Flash high Toleo: 2026-10-03	Ling 3.1 Flash Ling 3.1 Flash low Toleo: 2026-10-03
Alama	7.9	6.3
Nafasi	#105	#222
Uaminifu	9.8	9.7
Uthabiti	9.3	7.8
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	69.6%	66.7%
Majaribio yasiyo thabiti	2	6
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	324,691	271,890
Tokeni za matokeo	181,251	190,841
Tokeni za hoja	506,441	513,329
Muda wa majibu (wastani)	87.39s	85.22s
Muda wa majibu (upeo)	665.85s	432.81s
Muda wa majibu (jumla)	2010.08s	1960.12s
Vigezo	560B jumla (25B vinavyotumika)	560B jumla (25B vinavyotumika)
Upatikanaji	Imefungwa	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.

#105 Ling 3.1 Flash

high

Gharama: $0.000
Muda: 181.1s
Tokeni: 21,073 tok

#222 Ling 3.1 Flash

low

Gharama: $0.000
Muda: 133.5s
Tokeni: 12,950 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 3.1 Flash	10.0	10.0	100.0%	0		87.42s	204,838	9,381	8,546
Ling 3.1 Flash	4.7	1.6	66.7%	1		101.51s	148,137	12,034	14,574

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 3.1 Flash	10.0	10.0	100.0%	0		4.44s	750	1,219	3,505
Ling 3.1 Flash	10.0	10.0	100.0%	0		4.16s	750	1,268	3,167

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 3.1 Flash	8.2	7.2	88.9%	1		83.41s	8,298	17,470	54,626
Ling 3.1 Flash	5.6	4.2	66.7%	2		107.30s	8,298	20,816	86,330

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 3.1 Flash	6.3	10.0	50.0%	0		351.19s	90,556	44,145	153,951
Ling 3.1 Flash	6.6	9.1	50.0%	0		235.14s	95,366	29,960	91,357

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 3.1 Flash	10.0	10.0	100.0%	0		17.38s	8,016	1,517	3,710
Ling 3.1 Flash	10.0	10.0	100.0%	0		21.83s	8,016	1,507	4,078

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 3.1 Flash	3.0	10.0	0.0%	0		222.88s	837	94,527	212,965
Ling 3.1 Flash	2.9	7.2	11.1%	1		274.59s	837	118,155	260,533

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 3.1 Flash	3.9	9.4	0.0%	0		7.82s	546	38	2,140
Ling 3.1 Flash	3.0	10.0	0.0%	0		11.47s	546	10	2,835

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 3.1 Flash	10.0	10.0	100.0%	0		4.31s	744	349	1,746
Ling 3.1 Flash	9.8	10.0	100.0%	0		3.82s	744	324	1,374

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 3.1 Flash	10.0	10.0	100.0%	0		37.46s	747	5,017	29,548
Ling 3.1 Flash	8.9	7.8	88.9%	1		32.80s	747	4,505	31,642

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 3.1 Flash	2.8	2.1	33.3%	1		38.25s	9,131	2,943	9,161
Ling 3.1 Flash	4.7	1.6	66.7%	1		24.17s	8,221	884	6,373

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 3.1 Flash	3.0	10.0	0.0%	0		81.83s	228	4,645	26,543
Ling 3.1 Flash	3.0	10.0	0.0%	0		40.69s	228	1,378	11,066

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling 3.1 FlashlowvsQwen3.5 Plus 2026-02-15none Ling 3.1 FlashlowvsSolar Pro 4high Ling 3.1 FlashhighvsMiMo-V2.6-Flashmedium Ling 3.1 FlashlowvsSpace Bunny Alphamedium Ling 3.1 FlashhighvsGrok 4.5medium Gemini 3.5 FlashmediumvsLing 3.1 Flashhigh DeepSeek V3.2mediumvsLing 3.1 Flashlow Ling 3.1 FlashlowvsQwen3.6 27Bnone Ling 3.1 FlashhighvsStep 3.7 Flashmedium Ling 3.1 FlashlowvsQwen3.5-35B-A3Bmedium DeepSeek V4 Flash 0423nonevsLing 3.1 Flashlow Ling 3.1 FlashlowvsGrok 4.20medium