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KAT Coder AIR V2.5 (high) vs Inkling Small (low)

average score iko karibu sawa: 5.2 vs 5.2. Inkling Small (low) ina gharama ya chini ya benchmark: $0.055 vs $0.077. Inkling Small (low) ni ya haraka zaidi: 1.99s vs 15.23s, na pass rates 40.6% vs 47.8%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-13

Modeli zilizolinganishwa

Nafasi
#315
Jumla ya tokeni za matokeo
114,654
Muda wa majibu (wastani)
15.23s
Jumla ya gharama
$0.077
Nafasi
#312
Jumla ya tokeni za matokeo
14,686
Muda wa majibu (wastani)
1.99s
Jumla ya gharama
$0.055
Muundo unaopendekezwa Inkling Small (low)

It has the best score here (5.2), while responding about 7.7x faster 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 Inkling Small Inkling Small low Toleo: 2026-08-01 Inapatikana bure
Alama 5.2 5.2
Nafasi #315 #312
Uaminifu 9.8 10.0
Uthabiti 8.2 8.7
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 40.6% 47.8%
Majaribio yasiyo thabiti 5 4
Jumla ya uendeshaji 69 69
Gharama kwa matokeo 1.091 0.649
Jumla ya gharama $0.077 $0.055
Bei ya ingizo $0.150 / 1M $0.450 / 1M
Bei ya toleo $0.600 / 1M $1.200 / 1M
Bei ya kusoma akiba Haipo $0.100 / 1M
Bei ya kuandika akiba Haipo Haipo
Jumla ya tokeni za ingizo 50,423 81,447
Tokeni za matokeo 4,144 2,715
Tokeni za hoja 110,510 11,971
Muda wa majibu (wastani) 15.23s 1.99s
Muda wa majibu (upeo) 118.35s 5.82s
Muda wa majibu (jumla) 350.26s 45.67s
Vigezo ~35B jumla (~3B vinavyotumika) 276B jumla (12B 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.

#315 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

#312 Thinking Machines: Inkling Small

low
Gharama
$0.001
Muda
5.9s
Tokeni
759 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
Inkling Small 4.6 5.0 33.3% 2 3.70s 7,374 375 4,332

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling 3.0 FlashnonevsInkling SmalllowInapatikana bureLing 3.0 FlashnonevsKAT Coder AIR V2.5highNemotron 3.5 LightninghighInapatikana burevsInkling SmalllowInapatikana bureKAT Coder AIR V2.5highvsMistral Small 4mediumKAT Coder AIR V2.5highvsMistral Small 4noneQwen3.6 35B A3BnonevsInkling SmalllowInapatikana bureLaguna XS 2.1noneInapatikana burevsInkling SmalllowInapatikana bureMercury 2.5lowvsKAT Coder AIR V2.5highKAT Coder AIR V2.5highvsMiMo-V2.5-PrononeMistral Small 4mediumvsInkling SmalllowInapatikana bureKimi K2.5nonevsInkling SmalllowInapatikana bureMistral Small 4nonevsInkling SmalllowInapatikana bure