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

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-05-10

Kipimo DeepSeek V3.2 DeepSeek V3.2 medium Toleo: 2025-12-01 Gemma 4 31B Gemma 4 31B none Toleo: 2026-04-02 Inapatikana bure
Alama 7.2 6.9
Nafasi #61 #66
Uaminifu 10.0 10.0
Uthabiti 7.5 10.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 72.8% 52.6%
Majaribio yasiyo thabiti 6 0
Jumla ya uendeshaji 57 57
Gharama kwa matokeo 0.278 0.025
Jumla ya gharama $0.031 $0.003
Bei ya ingizo $0.252 / 1M $0.130 / 1M
Bei ya toleo $0.378 / 1M $0.380 / 1M
Tokeni za matokeo 7,035 1,371
Tokeni za hoja 53,765 0
Muda wa majibu (wastani) 46.06s 3.86s
Muda wa majibu (upeo) 180.92s 26.13s
Muda wa majibu (jumla) 875.23s 65.57s

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 9.2 10.0 100.0% 0 24.23s 3,247 6,953
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 4.7 1.6 66.7% 1 180.92s 626 6,792
Gemma 4 31B 10.0 10.0 100.0% 0 26.13s 699 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 10.0 10.0 100.0% 0 93.11s 571 6,296
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 10.0 10.0 100.0% 0 36.09s 207 7,693
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 2.9 4.4 22.2% 2 24.27s 21 6,838
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 3.8 2.5 50.0% 1 58.29s 49 2,189
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 35.78s 1,397 2,845
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 6.7 5.0 66.7% 2 36.87s 390 6,281
Gemma 4 31B 6.5 10.0 33.3% 0 2.95s 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 34.81s 507 859
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 83.99s 20 7,019
Gemma 4 31B 3.0 10.0 0.0% 0 1.25s 12 0

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