Ling 3.1 Flash vs Qwen3.8 27B

Modeli zilizolinganishwa

Nafasi: #272
Jumla ya tokeni za matokeo: 85,777
Muda wa majibu (wastani): 15.75s
Jumla ya gharama: $0.000

Nafasi: #279
Jumla ya tokeni za matokeo: 13,791
Muda wa majibu (wastani): 5.05s
Jumla ya gharama: ~$0.010

Muundo unaopendekezwa Qwen3.8 27B

Its score stays close to the best score here (5.4 vs 5.5), while responding about 3.1x faster than Ling 3.1 Flash.

Ulinganisho wa kina

Kipimo	Ling 3.1 Flash Ling 3.1 Flash none Toleo: 2026-10-03	Qwen3.8 27B Qwen3.8 27B none Toleo: 2026-08-14 Inapatikana bure

Kipimo	Ling 3.1 Flash Ling 3.1 Flash none Toleo: 2026-10-03	Qwen3.8 27B Qwen3.8 27B none Toleo: 2026-08-14 Inapatikana bure
Alama	5.5	5.4
Nafasi	#272	#279
Uaminifu	9.8	10.0
Uthabiti	8.4	10.0
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	33.3%	39.1%
Majaribio yasiyo thabiti	5	0
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.000	~0.107
Jumla ya gharama	$0.000	~$0.010
Bei ya ingizo	$0.000 / 1M	Haipo
Bei ya toleo	$0.000 / 1M	Haipo
Bei ya kusoma akiba	Haipo	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	286,758	281,460
Tokeni za matokeo	85,777	13,791
Tokeni za hoja	0	0
Muda wa majibu (wastani)	15.75s	5.05s
Muda wa majibu (upeo)	90.95s	47.42s
Muda wa majibu (jumla)	362.23s	116.11s
Vigezo	560B jumla (25B vinavyotumika)	27.3B
Upatikanaji	Imefungwa	Uzani unapatikana

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.

#272 Ling 3.1 Flash

none

Gharama: $0.000
Muda: 171.4s
Tokeni: 20,178 tok

#279 Qwen3.8 27B

none

Gharama: ~$0.001
Muda: 23.9s
Tokeni: 1,922 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	6.1	3.1	66.7%	1		68.68s	163,444	9,213	0
Qwen3.8 27B	5.0	10.0	0.0%	0		47.42s	158,997	2,346	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 3.1 Flash	3.6	10.0	0.0%	0		2.02s	762	1,298	0
Qwen3.8 27B	6.5	10.0	50.0%	0		828ms	696	267	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 3.1 Flash	4.5	7.5	22.2%	1		31.85s	8,307	27,810	0
Qwen3.8 27B	5.5	10.0	33.3%	0		1.19s	7,911	408	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 3.1 Flash	2.9	5.8	16.7%	1		25.41s	92,441	8,416	0
Qwen3.8 27B	3.0	10.0	0.0%	0		24.10s	95,181	9,588	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 3.1 Flash	10.0	10.0	100.0%	0		12.27s	8,022	249	0
Qwen3.8 27B	6.5	10.0	50.0%	0		1.14s	7,788	246	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 3.1 Flash	3.0	10.0	0.0%	0		1.72s	846	331	0
Qwen3.8 27B	7.7	10.0	66.7%	0		552ms	798	27	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 3.1 Flash	5.0	10.0	0.0%	0		1.41s	549	131	0
Qwen3.8 27B	4.2	9.9	0.0%	0		1.31s	522	126	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 3.1 Flash	8.0	6.8	66.7%	1		1.22s	750	78	0
Qwen3.8 27B	6.3	10.0	50.0%	0		582ms	711	72	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 3.1 Flash	7.7	10.0	66.7%	0		3.31s	756	2,073	0
Qwen3.8 27B	6.0	10.0	33.3%	0		1.25s	714	411	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 3.1 Flash	4.7	1.6	66.7%	1		4.66s	10,650	303	0
Qwen3.8 27B	10.0	10.0	100.0%	0		2.75s	7,932	273	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 3.1 Flash	3.0	10.0	0.0%	0		90.95s	231	35,875	0
Qwen3.8 27B	3.0	10.0	0.0%	0		703ms	210	27	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

North Mini CodemediumInapatikana burevsQwen3.8 27BnoneInapatikana bure Qwen3.8 27BnoneInapatikana burevsHy4 previewlow Ling 3.1 FlashnonevsNemotron 3 SupermediumInapatikana bure Qwen3.8 27BnoneInapatikana burevsStep 3.5 Flashmedium North Mini CodemediumInapatikana burevsLing 3.1 Flashnone Ling 3.1 FlashnonevsHy4 previewlow Nemotron 3 SupermediumInapatikana burevsQwen3.8 27BnoneInapatikana bure Granite 4.2 8BlowvsQwen3.8 27BnoneInapatikana bure Ling 3.1 FlashnonevsStep 3.5 Flashmedium Granite 4.2 8BlowvsLing 3.1 Flashnone Ling 3.1 FlashnonevsSpace Bunny Alphalow Qwen3.8 27BnoneInapatikana burevsInkling SmalllowInapatikana bure