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KAT Coder AIR V2.5 (high) vs GPT-5.6 Luna

GPT-5.6 Luna inaongoza kwa average score: 5.3 vs 5.2. GPT-5.6 Luna ina gharama ya chini ya benchmark: $0.042 vs $0.077. GPT-5.6 Luna ni ya haraka zaidi: 3.78s vs 15.23s, na pass rates 40.6% vs 34.8%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-07

Modeli zilizolinganishwa

Nafasi
#306
Jumla ya tokeni za matokeo
114,654
Muda wa majibu (wastani)
15.23s
Jumla ya gharama
$0.077
Nafasi
#297
Jumla ya tokeni za matokeo
8,000
Muda wa majibu (wastani)
3.78s
Jumla ya gharama
$0.042
Muundo unaopendekezwa GPT-5.6 Luna

It has the best score here (5.3), while costing about 1.8x less than KAT Coder AIR V2.5 (high).

Ulinganisho wa kina

Kipimo KAT Coder AIR V2.5 KAT Coder AIR V2.5 high Toleo: 2026-07-14 GPT-5.6 Luna GPT-5.6 Luna none Toleo: 2026-07-09
Alama 5.2 5.3
Nafasi #306 #297
Uaminifu 9.8 10.0
Uthabiti 8.2 8.8
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 40.6% 34.8%
Majaribio yasiyo thabiti 5 3
Jumla ya uendeshaji 69 69
Gharama kwa matokeo 1.091 2.814
Jumla ya gharama $0.077 $0.042
Bei ya ingizo $0.150 / 1M $0.200 / 1M
Bei ya toleo $0.600 / 1M $1.200 / 1M
Bei ya kusoma akiba Haipo $0.020 / 1M
Bei ya kuandika akiba Haipo $0.250 / 1M
Jumla ya tokeni za ingizo 50,423 230,744
Tokeni za matokeo 4,144 8,000
Tokeni za hoja 110,510 0
Muda wa majibu (wastani) 15.23s 3.78s
Muda wa majibu (upeo) 118.35s 53.77s
Muda wa majibu (jumla) 350.26s 86.83s
Vigezo ~35B jumla (~3B vinavyotumika) ~400B jumla (~17B 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.

#306 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

#297 GPT-5.6 Luna

none
Gharama
$0.016
Muda
15.8s
Tokeni
2,685 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
GPT-5.6 Luna 3.8 7.2 22.2% 1 980ms 7,302 459 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Granite 4.2 8BlowvsGPT-5.6 LunanoneLing 3.0 FlashnonevsKAT Coder AIR V2.5highGPT-5.6 LunanonevsStep 3.5 FlashmediumKAT Coder AIR V2.5highvsInkling SmalllowInapatikana bureKAT Coder AIR V2.5highvsMistral Small 4mediumKAT Coder AIR V2.5highvsMistral Small 4noneMercury 2.5lowvsKAT Coder AIR V2.5highGPT-5.6 LunanonevsHy4 previewlowKAT Coder AIR V2.5highvsMiMo-V2.5-PrononeNorth Mini CodemediumInapatikana burevsGPT-5.6 LunanoneKAT Coder AIR V2.5highvsQwen3.6 35B A3BnoneApodex 1.1 MinidefaultInapatikana burevsKAT Coder AIR V2.5high