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KAT Coder AIR V2.5 (high) vs GLM 5.1

GLM 5.1 inaongoza kwa average score: 6.5 vs 5.2. KAT Coder AIR V2.5 (high) ina gharama ya chini ya benchmark: $0.077 vs $0.451. GLM 5.1 ni ya haraka zaidi: 11.10s vs 15.23s, na pass rates 40.6% vs 47.8%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-24

Modeli zilizolinganishwa

Nafasi
#343
Jumla ya tokeni za matokeo
114,654
Muda wa majibu (wastani)
15.23s
Jumla ya gharama
$0.077
Nafasi
#237
Jumla ya tokeni za matokeo
20,076
Muda wa majibu (wastani)
11.10s
Jumla ya gharama
$0.451
Muundo unaopendekezwa GLM 5.1

Ina alama ya juu zaidi katika ulinganisho huu (6.5) na uwiano bora zaidi wa gharama na muda wa kujibu kati ya modeli 2.

Ulinganisho wa kina

Kipimo KAT Coder AIR V2.5 KAT Coder AIR V2.5 high Toleo: 2026-07-14 GLM 5.1 GLM 5.1 none Toleo: 2026-04-07
Alama 5.2 6.5
Nafasi #343 #237
Uaminifu 9.8 10.0
Uthabiti 8.2 8.2
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 40.6% 47.8%
Majaribio yasiyo thabiti 5 5
Jumla ya uendeshaji 69 69
Gharama kwa matokeo 1.091 3.478
Jumla ya gharama $0.077 $0.451
Bei ya ingizo $0.150 / 1M $1.400 / 1M
Bei ya toleo $0.600 / 1M $4.400 / 1M
Bei ya kusoma akiba Haipo $0.260 / 1M
Bei ya kuandika akiba Haipo Haipo
Jumla ya tokeni za ingizo 50,423 258,956
Tokeni za matokeo 4,144 20,076
Tokeni za hoja 110,510 0
Muda wa majibu (wastani) 15.23s 11.10s
Muda wa majibu (upeo) 118.35s 107.19s
Muda wa majibu (jumla) 350.26s 255.39s
Vigezo ~35B jumla (~3B vinavyotumika) 744B jumla (40B 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.

#343 KAT Coder AIR V2.5

high
Reached the allocated time limit (300 seconds) without receiving showcase output.
Gharama
$0.000
Muda
300.0s
Tokeni
0 tok

#237 GLM 5.1

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
KAT Coder AIR V2.5 4.3 7.3 11.1% 1 39.07s 6,948 1,166 55,883
GLM 5.1 3.9 9.7 0.0% 0 4.96s 7,256 525 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

KAT-Coder-Pro V2.5highvsGLM 5.1noneGrok 4.3mediumvsGLM 5.1noneLaguna XS 2.1mediumInapatikana burevsGLM 5.1noneBeam 1.0 501B A23BxhighvsGLM 5.1noneMercury 2.5highvsGLM 5.1noneLing 3.0 FlashnonevsKAT Coder AIR V2.5highMercury 2.5 PreviewhighvsGLM 5.1noneBeam 1.0 501B A23BmaxvsGLM 5.1noneQwen3.6 35B A3BmediumvsGLM 5.1noneMinimax M3.1 FlashhighInapatikana burevsGLM 5.1noneKAT Coder AIR V2.5highvsInkling SmalllowInapatikana bureSolar Pro 4mediumvsGLM 5.1none