AI BENCHY Compare

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

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-04-02

Kipimo	DeepSeek V3.2 DeepSeek V3.2 medium Toleo: 2025-12-01	Gemma 4 31B Gemma 4 31B none Toleo: 2026-04-02

Kipimo	DeepSeek V3.2 DeepSeek V3.2 medium Toleo: 2025-12-01	Gemma 4 31B Gemma 4 31B none Toleo: 2026-04-02
Alama	8.2	6.7
Nafasi	#15	#47
Uthabiti	8.5	10.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	80.4%	52.9%
Majaribio yasiyo thabiti	3	0
Jumla ya uendeshaji	51	51
Gharama kwa matokeo	0.215	0.023
Jumla ya gharama	$0.026	$0.002
Bei ya ingizo	$0.260 / 1M	$0.140 / 1M
Bei ya toleo	$0.380 / 1M	$0.400 / 1M
Tokeni za matokeo	9,994	660
Tokeni za hoja	41,719	0
Muda wa majibu (wastani)	38.49s	2.55s
Muda wa majibu (upeo)	93.11s	4.68s
Muda wa majibu (jumla)	654.41s	38.20s

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	8.4	9.9	75.0%	0		30.72s	3,773	7,523
Gemma 4 31B	6.5	10.0	50.0%	0		1.85s	45	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	5.3	7.2	44.4%	1		39.32s	3,081	7,856
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	5.4	2.5	66.7%	1		31.30s	68	2,366
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

Puzzle Solving	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	8.2	7.2	88.9%	1		36.87s	390	6,281
Gemma 4 31B	5.5	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

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Gemma 4 31BnonevsGPT-5 Minimedium DeepSeek V3.2mediumvsGemini 3.1 Flash Lite Previewlow DeepSeek V3.2mediumvsGemini 3 Flash Previewnone Gemma 4 31BnonevsNemotron 3 SupermediumInapatikana bure Gemma 4 31BnonevsGrok 4.1 Fastmedium Gemma 4 31BnonevsHunter Alphamedium DeepSeek V3.2mediumvsGemini 3.1 Flash Lite Previewnone DeepSeek V3.2mediumvsGPT-5.2 Chatnone Gemma 4 31BnonevsGPT-5.4 Minimedium Gemma 4 31BnonevsGrok 4.20medium Gemma 4 31BnonevsMercury 2medium Gemma 4 31BnonevsGPT-5 Nanomedium