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Gemma 4 26B A4B (medium) vs LongCat 2.0 (high)

Gemma 4 26B A4B (medium) inaongoza kwa average score: 7.3 vs 7.3. Gemma 4 26B A4B (medium) ina gharama ya chini ya benchmark: $0.101 vs $0.778. Gemma 4 26B A4B (medium) ni ya haraka zaidi: 105.03s vs 151.67s, na pass rates 71.0% vs 53.6%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-19

Modeli zilizolinganishwa

Nafasi
#160
Jumla ya tokeni za matokeo
269,351
Muda wa majibu (wastani)
105.03s
Jumla ya gharama
$0.101
Nafasi
#165
Jumla ya tokeni za matokeo
404,635
Muda wa majibu (wastani)
151.67s
Jumla ya gharama
$0.778
Muundo unaopendekezwa Gemma 4 26B A4B (medium)

It has the best score here (7.3), while costing about 7.7x less than LongCat 2.0 (high).

Ulinganisho wa kina

Kipimo Gemma 4 26B A4B Gemma 4 26B A4B medium Toleo: 2026-04-03 Inapatikana bure LongCat 2.0 LongCat 2.0 high Toleo: 2026-07-20
Alama 7.3 7.3
Nafasi #160 #165
Uaminifu 10.0 10.0
Uthabiti 9.6 8.5
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 71.0% 53.6%
Majaribio yasiyo thabiti 1 4
Jumla ya uendeshaji 69 69
Gharama kwa matokeo 0.679 5.681
Jumla ya gharama $0.101 $0.778
Bei ya ingizo $0.090 / 1M $0.300 / 1M
Bei ya toleo $0.300 / 1M $1.200 / 1M
Bei ya kusoma akiba $0.050 / 1M $0.006 / 1M
Bei ya kuandika akiba Haipo Haipo
Jumla ya tokeni za ingizo 224,367 275,080
Tokeni za matokeo 27,095 32,447
Tokeni za hoja 242,256 372,188
Muda wa majibu (wastani) 105.03s 151.67s
Muda wa majibu (upeo) 912.19s 941.66s
Muda wa majibu (jumla) 2310.63s 3488.43s
Vigezo 25.2B jumla (3.8B vinavyotumika) 1.6T jumla (48B vinavyotumika)
Upatikanaji Chanzo huria 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.

#160 Gemma 4 26B A4B

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

#165 LongCat 2.0

high
Reached the allocated time limit (600 seconds) without receiving showcase output.
Gharama
$0.000
Muda
600.0s
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
Gemma 4 26B A4B 2.9 10.0 0.0% 0 272.54s 5,062 14,838 44,567
LongCat 2.0 7.8 9.3 66.7% 0 505.33s 6,913 244 192,377

Badilisha jozi ya ulinganisho