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Ling 3.0 Tiny (medium) vs KAT Coder AIR V2.5

KAT Coder AIR V2.5 inaongoza kwa average score: 4.4 vs 3.6. Ling 3.0 Tiny (medium) ina gharama ya chini ya benchmark: $0.000 vs $0.070. KAT Coder AIR V2.5 ni ya haraka zaidi: 11.96s vs 64.99s, na pass rates 23.2% vs 34.8%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-01

Modeli zilizolinganishwa

Nafasi
#356
Jumla ya tokeni za matokeo
923,276
Muda wa majibu (wastani)
64.99s
Jumla ya gharama
$0.000
Nafasi
#334
Jumla ya tokeni za matokeo
97,752
Muda wa majibu (wastani)
11.96s
Jumla ya gharama
$0.070
Muundo unaopendekezwa KAT Coder AIR V2.5

It has the best score here (4.4), while responding about 5.4x faster than Ling 3.0 Tiny (medium).

Ulinganisho wa kina

Kipimo Ling 3.0 Tiny Ling 3.0 Tiny medium Toleo: 2026-08-07 KAT Coder AIR V2.5 KAT Coder AIR V2.5 none Toleo: 2026-07-14
Alama 3.6 4.4
Nafasi #356 #334
Uaminifu 9.6 10.0
Uthabiti 8.9 7.4
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 23.2% 34.8%
Majaribio yasiyo thabiti 3 7
Jumla ya uendeshaji 69 69
Gharama kwa matokeo 0.000 1.382
Jumla ya gharama $0.000 $0.070
Bei ya ingizo $0.000 / 1M $0.150 / 1M
Bei ya toleo $0.000 / 1M $0.600 / 1M
Bei ya kusoma akiba Haipo Haipo
Bei ya kuandika akiba Haipo Haipo
Jumla ya tokeni za ingizo 103,898 69,376
Tokeni za matokeo 148,304 97,752
Tokeni za hoja 774,972 0
Muda wa majibu (wastani) 64.99s 11.96s
Muda wa majibu (upeo) 262.20s 121.05s
Muda wa majibu (jumla) 1429.68s 275.18s
Vigezo 7.9B jumla (1.3B vinavyotumika) ~35B jumla (~3B vinavyotumika)
Upatikanaji Chanzo huria 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.

#356 Ling 3.0 Tiny

medium
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Gharama
$0.000
Muda
177.4s
Tokeni
6,873 tok

#334 KAT Coder AIR V2.5

none
Gharama
$0.002
Muda
14.5s
Tokeni
2,619 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 Tiny 2.9 10.0 0.0% 0 211.99s 7,948 70,838 206,006
KAT Coder AIR V2.5 3.3 9.6 0.0% 0 14.31s 6,472 16,918 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho