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Ling 3.1 Flash vs Xing4.0 29b A4b

Ling 3.1 Flash inaongoza kwa average score: 5.5 vs 3.3. Gharama ya benchmark iko karibu sawa: $0.000 vs $0.000. Ling 3.1 Flash ni ya haraka zaidi: 15.75s vs 42.72s, na pass rates 33.3% vs 7.3%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-17

Modeli zilizolinganishwa

Nafasi
#308
Jumla ya tokeni za matokeo
85,777
Muda wa majibu (wastani)
15.75s
Jumla ya gharama
$0.000
Nafasi
#412
Jumla ya tokeni za matokeo
26,540
Muda wa majibu (wastani)
42.72s
Jumla ya gharama
$0.000
Muundo unaopendekezwa Ling 3.1 Flash

It has the best score here (5.5), while responding about 2.7x faster than Xing4.0 29b A4b.

Ulinganisho wa kina

Kipimo Ling 3.1 Flash Ling 3.1 Flash none Toleo: 2026-10-03 Xing4.0 29b A4b Xing4.0 29b A4b none Toleo: 2026-10-17 Inapatikana bure
Alama 5.5 3.3
Nafasi #308 #412
Uaminifu 9.8 8.8
Uthabiti 8.4 8.6
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 33.3% 7.3%
Majaribio yasiyo thabiti 5 4
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 286,758 153,665
Tokeni za matokeo 85,777 26,540
Tokeni za hoja 0 0
Muda wa majibu (wastani) 15.75s 42.72s
Muda wa majibu (upeo) 90.95s 634.11s
Muda wa majibu (jumla) 362.23s 982.66s
Vigezo 560B jumla (25B vinavyotumika) 29B jumla (4B vinavyotumika)
Upatikanaji Imefungwa 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.

#308 Ling 3.1 Flash

none
Gharama
$0.000
Muda
171.4s
Tokeni
20,178 tok

#412 Xing4.0 29b A4b

none
Reached the allocated time limit (600 seconds) without receiving showcase output.
Gharama
$0.000
Muda
600.0s
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

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
Xing4.0 29b A4b 3.6 9.7 0.0% 0 231.73s 8,622 22,915 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling 3.1 FlashnonevsNemotron 3 SupermediumInapatikana bureCommand A+mediumvsXing4.0 29b A4bnoneInapatikana bureNorth Mini CodemediumInapatikana burevsLing 3.1 FlashnoneLing 3.1 FlashnonevsHy4 previewlowLing 3.1 FlashnonevsStep 3.5 FlashmediumCommand A+highvsXing4.0 29b A4bnoneInapatikana bureLing 3.1 FlashnonevsStep 5 PreviewlowGranite 4.2 8BlowvsLing 3.1 FlashnoneLing 3.1 FlashnonevsSpace Bunny AlphalowDots 3 Note PreviewmediumInapatikana burevsLing 3.1 FlashnoneLing 3.1 FlashnonevsGPT-5 NanomediumTrinity Large ThinkinghighvsLing 3.1 Flashnone