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Ling 3.0 Flash vs GLM 4.7 Flash

Ling 3.0 Flash inaongoza kwa average score: 5.2 vs 4.8. Ling 3.0 Flash ina gharama ya chini ya benchmark: $0.004 vs $0.027. Ling 3.0 Flash ni ya haraka zaidi: 3.40s vs 13.04s, na pass rates 26.1% vs 29.0%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-03

Modeli zilizolinganishwa

Nafasi
#293
Jumla ya tokeni za matokeo
12,777
Muda wa majibu (wastani)
3.40s
Jumla ya gharama
$0.004
Nafasi
#321
Jumla ya tokeni za matokeo
27,395
Muda wa majibu (wastani)
13.04s
Jumla ya gharama
$0.027
Muundo unaopendekezwa Ling 3.0 Flash

It has the best score here (5.2), while costing about 7.7x less than GLM 4.7 Flash.

Ulinganisho wa kina

Kipimo Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24 GLM 4.7 Flash GLM 4.7 Flash none Toleo: 2026-01-19
Alama 5.2 4.8
Nafasi #293 #321
Uaminifu 10.0 10.0
Uthabiti 10.0 8.9
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 26.1% 29.0%
Majaribio yasiyo thabiti 0 3
Jumla ya uendeshaji 69 69
Gharama kwa matokeo 0.000 0.528
Jumla ya gharama $0.004 $0.027
Bei ya ingizo $0.021 / 1M $0.061 / 1M
Bei ya toleo $0.063 / 1M $0.400 / 1M
Bei ya kusoma akiba $0.005 / 1M Haipo
Bei ya kuandika akiba Haipo Haipo
Jumla ya tokeni za ingizo 123,993 255,363
Tokeni za matokeo 12,777 27,395
Tokeni za hoja 0 0
Muda wa majibu (wastani) 3.40s 13.04s
Muda wa majibu (upeo) 17.51s 97.15s
Muda wa majibu (jumla) 74.77s 221.61s
Vigezo 124B jumla (5.1B vinavyotumika) 30B jumla (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.

#293 Ling 3.0 Flash

none
Gharama
$0.000
Muda
11.6s
Tokeni
2,781 tok

#321 GLM 4.7 Flash

none
Reached the allocated time limit (300 seconds) without receiving showcase output.
Gharama
$0.000
Muda
300.0s
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 3.0 Flash 5.5 10.0 33.3% 0 6.39s 8,307 639 0
GLM 4.7 Flash 4.3 10.0 0.0% 0 2.54s 7,256 650 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling 3.0 FlashnonevsNemotron 3.5 LightninghighInapatikana bureLing 3.0 FlashnonevsInkling SmalllowInapatikana bureLing 3.0 FlashnonevsKAT Coder AIR V2.5highLing 3.0 FlashnonevsMistral Small 4mediumNemotron 3.5 LightningmediumInapatikana burevsGLM 4.7 FlashnoneLaguna S 2.1highInapatikana burevsGLM 4.7 FlashnoneMercury 2.5lowvsLing 3.0 FlashnoneLing 3.0 FlashnonevsKAT Coder AIR V2.5mediumGranite 4.2 8BhighvsGLM 4.7 FlashnoneGranite 4.2 8BlowvsLing 3.0 FlashnoneQwen3 Coder NextmediumvsGLM 4.7 FlashnoneLing 3.0 FlashnonevsLaguna S 2.1mediumInapatikana bure