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DeepSeek: DeepSeek V3.2 vs Google: Gemma 4 31B

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-05-29

Kipimo DeepSeek V3.2 DeepSeek V3.2 none Toleo: 2025-12-01 Gemma 4 31B Gemma 4 31B none Toleo: 2026-04-02 Inapatikana bure
Alama 6.2 6.7
Nafasi #97 #83
Uaminifu 10.0 10.0
Uthabiti 8.3 10.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 48.3% 50.0%
Majaribio yasiyo thabiti 4 0
Jumla ya uendeshaji 60 60
Gharama kwa matokeo 0.222 0.030
Jumla ya gharama $0.018 $0.003
Bei ya ingizo $0.252 / 1M $0.120 / 1M
Bei ya toleo $0.378 / 1M $0.370 / 1M
Tokeni za matokeo 11,159 1,398
Tokeni za hoja 0 0
Muda wa majibu (wastani) 14.43s 4.05s
Muda wa majibu (upeo) 115.89s 26.13s
Muda wa majibu (jumla) 288.55s 72.97s

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

Mbinu za kupinga AI Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
DeepSeek V3.2 3.8 8.2 12.5% 1 9.35s 1,073 0
Gemma 4 31B 6.5 10.0 50.0% 0 1.85s 45 0
Uandishi wa msimbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
DeepSeek V3.2 3.1 5.4 16.7% 1 20.87s 4,522 0
Gemma 4 31B 6.8 10.0 50.0% 0 14.84s 726 0
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
DeepSeek V3.2 6.5 10.0 0.0% 0 115.89s 2,887 0
Gemma 4 31B 3.0 10.0 0.0% 0 0ms 0 0
Uchanganuzi na uchimbaji wa data Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
DeepSeek V3.2 6.3 5.8 66.7% 1 9.42s 1,710 0
Gemma 4 31B 10.0 10.0 100.0% 0 2.25s 285 0
Mahususi kwa domeni Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
DeepSeek V3.2 3.2 6.9 16.7% 1 4.17s 21 0
Gemma 4 31B 7.7 10.0 66.7% 0 3.22s 27 0
Akili ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
DeepSeek V3.2 10.0 10.0 100.0% 0 9.32s 43 0
Gemma 4 31B 10.0 10.0 100.0% 0 2.09s 117 0
Ufuataji wa maagizo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
DeepSeek V3.2 10.0 10.0 100.0% 0 1.52s 66 0
Gemma 4 31B 6.5 10.0 50.0% 0 2.84s 78 0
Utatuzi wa mafumbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
DeepSeek V3.2 10.0 10.0 100.0% 0 6.91s 298 0
Gemma 4 31B 6.5 10.0 33.3% 0 4.23s 108 0
Mwito wa zana Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
DeepSeek V3.2 10.0 10.0 100.0% 0 11.85s 522 0
Gemma 4 31B 3.0 10.0 0.0% 0 0ms 0 0
Maarifa ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
DeepSeek V3.2 3.0 10.0 0.0% 0 17.23s 17 0
Gemma 4 31B 3.0 10.0 0.0% 0 1.25s 12 0

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