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Ling 3.1 Flash (medium) vs Xing4.0 29b A4b (medium)

Ling 3.1 Flash (medium) inaongoza kwa average score: 8.3 vs 3.7. Gharama ya benchmark iko karibu sawa: $0.000 vs $0.000. Ling 3.1 Flash (medium) ni ya haraka zaidi: 88.74s vs 371.69s, na pass rates 71.0% vs 26.1%.

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

Modeli zilizolinganishwa

Nafasi
#96
Jumla ya tokeni za matokeo
571,666
Muda wa majibu (wastani)
88.74s
Jumla ya gharama
$0.000
Nafasi
#398
Jumla ya tokeni za matokeo
107,980
Muda wa majibu (wastani)
371.69s
Jumla ya gharama
$0.000
Muundo unaopendekezwa Ling 3.1 Flash (medium)

It has the best score here (8.3), while responding about 4.2x faster than Xing4.0 29b A4b (medium).

Ulinganisho wa kina

Kipimo Ling 3.1 Flash Ling 3.1 Flash medium Toleo: 2026-10-03 Xing4.0 29b A4b Xing4.0 29b A4b medium Toleo: 2026-10-17 Inapatikana bure
Alama 8.3 3.7
Nafasi #96 #398
Uaminifu 9.6 7.3
Uthabiti 8.8 6.2
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 71.0% 26.1%
Majaribio yasiyo thabiti 3 11
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 369,495 98,467
Tokeni za matokeo 172,852 3,385
Tokeni za hoja 476,002 104,595
Muda wa majibu (wastani) 88.74s 371.69s
Muda wa majibu (upeo) 567.88s 971.85s
Muda wa majibu (jumla) 2041.10s 8548.88s
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.

#96 Ling 3.1 Flash

medium
Gharama
$0.000
Muda
101.1s
Tokeni
11,607 tok

#398 Xing4.0 29b A4b

medium
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 10.0 10.0 100.0% 0 87.15s 8,298 19,577 62,002
Xing4.0 29b A4b 4.2 5.1 33.3% 2 798.00s 1,889 502 27,115

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling 3.0 TinyhighvsXing4.0 29b A4bmediumInapatikana bureGemini 4 ArgonlowvsLing 3.1 FlashmediumLing 3.1 FlashmediumvsGrok 4.5highLing 3.0 TinylowvsXing4.0 29b A4bmediumInapatikana bureLing 3.1 FlashmediumvsKimi K3maxGemini 3.5 FlashhighvsLing 3.1 FlashmediumClaude Haiku 5.5highvsLing 3.1 FlashmediumLing 3.1 FlashmediumvsGPT-5.6 TerrahighNemotron 3.5 LightningnoneInapatikana burevsXing4.0 29b A4bmediumInapatikana bureLing 3.1 FlashmediumvsGLM 5.2highGranite 4.1 8bdefaultvsXing4.0 29b A4bmediumInapatikana bureLing 3.0 TinydefaultvsXing4.0 29b A4bmediumInapatikana bure