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KAT Coder AIR V2.5 (high) vs Kimi K3.1 Pro (max)

Kimi K3.1 Pro (max) inaongoza kwa average score: 8.7 vs 5.2. KAT Coder AIR V2.5 (high) ina gharama ya chini ya benchmark: $0.077 vs $3.578. KAT Coder AIR V2.5 (high) ni ya haraka zaidi: 15.23s vs 152.72s, na pass rates 40.6% vs 84.1%.

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
#66
Jumla ya tokeni za matokeo
300,622
Muda wa majibu (wastani)
152.72s
Jumla ya gharama
$3.578
Muundo unaopendekezwa Kimi K3.1 Pro (max)

Ina alama ya juu zaidi katika ulinganisho huu (8.7) 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 Kimi K3.1 Pro Kimi K3.1 Pro max Toleo: 2026-10-24
Alama 5.2 8.7
Nafasi #343 #66
Uaminifu 9.8 7.1
Uthabiti 8.2 8.6
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 40.6% 84.1%
Majaribio yasiyo thabiti 5 4
Jumla ya uendeshaji 69 69
Gharama kwa matokeo 1.091 21.043
Jumla ya gharama $0.077 $3.578
Bei ya ingizo $0.150 / 1M $2.000 / 1M
Bei ya toleo $0.600 / 1M $10.000 / 1M
Bei ya kusoma akiba Haipo $0.200 / 1M
Bei ya kuandika akiba Haipo Haipo
Jumla ya tokeni za ingizo 50,423 285,488
Tokeni za matokeo 4,144 9,091
Tokeni za hoja 110,510 291,531
Muda wa majibu (wastani) 15.23s 152.72s
Muda wa majibu (upeo) 118.35s 960.13s
Muda wa majibu (jumla) 350.26s 3512.51s
Vigezo ~35B jumla (~3B vinavyotumika) ~2.8T jumla (~104B vinavyotumika)
Upatikanaji Imefungwa Imefungwa

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

#66 MoonshotAI: Kimi K3.1 Pro

max
Gharama
$0.193
Muda
387.5s
Tokeni
19,362 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
Kimi K3.1 Pro 10.0 10.0 100.0% 0 71.94s 8,061 467 31,621

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Muse Spark 1.2lowvsKimi K3.1 PromaxDeepSeek V4.1 FlashmediumvsKimi K3.1 PromaxDeepSeek V4.1 FlashhighvsKimi K3.1 PromaxMuse Spark OpenmediumvsKimi K3.1 PromaxLing 3.0 FlashnonevsKAT Coder AIR V2.5highKAT Coder AIR V2.5highvsInkling SmalllowInapatikana bureKAT Coder AIR V2.5highvsMistral Small 4mediumKAT Coder AIR V2.5highvsMistral Small 4noneKimi K3.1 PromaxvsGPT-5.4mediumKimi K3.1 PromaxvsGPT-5.2mediumKimi K3.1 PromaxvsQwen3.8 27BhighInapatikana bureKimi K3.1 PromaxvsMiMo-V2.6-Promedium