AI BENCHY Compare

Google: Gemma 4 31B vs Qwen: Qwen3 Coder Next

Muhtasari

Ulinganisho wa benchmark Gemma 4 31B vs Qwen3 Coder Next: Gemma 4 31B inaongoza kwa average score: 6.3 vs 5.1. Qwen3 Coder Next ina gharama ya chini ya benchmark: $0.009 vs $0.033. Qwen3 Coder Next ni ya haraka zaidi: 8.62s vs 56.55s, na pass rates 69.8% vs 27.0%.

Muundo unaopendekezwa: Gemma 4 31B - It has the strongest score in this comparison (6.3) and the best overall balance of cost and response time across all 2 models.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-02

Kipimo	Gemma 4 31B Gemma 4 31B medium Toleo: 2026-04-02 Inapatikana bure	Qwen3 Coder Next Qwen3 Coder Next none Toleo: 2026-02-03

Kipimo	Gemma 4 31B Gemma 4 31B medium Toleo: 2026-04-02 Inapatikana bure	Qwen3 Coder Next Qwen3 Coder Next none Toleo: 2026-02-03
Alama	6.3	5.1
Nafasi	#91	#135
Uaminifu	10.0	10.0
Uthabiti	9.4	9.7
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	69.8%	27.0%
Majaribio yasiyo thabiti	1	1
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.257	0.165
Jumla ya gharama	$0.033	$0.009
Bei ya ingizo	$0.120 / 1M	$0.110 / 1M
Bei ya toleo	$0.350 / 1M	$0.800 / 1M
Jumla ya tokeni za ingizo	17,957	47,507
Tokeni za matokeo	22,356	3,584
Tokeni za hoja	65,726	0
Muda wa majibu (wastani)	56.55s	8.62s
Muda wa majibu (upeo)	437.40s	45.14s
Muda wa majibu (jumla)	1074.41s	129.37s

Onyesho la kizazi

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#91 Gemma 4 31B

medium

Gharama: $0.002
Muda: 45.7s
Tokeni: 2,696 tok

#135 Qwen3 Coder Next

none

SVG batili

Gharama: $0.058
Muda: 246.3s
Tokeni: 64,126 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

Mbinu za kupinga AI	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 31B	10.0	10.0	100.0%	0		12.89s	816	962	2,046
Qwen3 Coder Next	3.6	10.0	0.0%	0		3.31s	645	1,321	0

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 31B	4.3	5.8	22.2%	1		219.76s	5,568	11,098	33,212
Qwen3 Coder Next	4.6	7.9	22.2%	1		2.22s	7,442	621	0

Mchanganyiko	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 31B	3.0	10.0	0.0%	0		0ms	0	0	0
Qwen3 Coder Next	3.0	10.0	0.0%	0		45.14s	20,469	317	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 ingizo	Tokeni za matokeo	Tokeni za hoja
Gemma 4 31B	10.0	10.0	100.0%	0		21.11s	8,334	1,822	2,951
Qwen3 Coder Next	6.5	10.0	50.0%	0		1.32s	7,758	246	0

Mahususi kwa domeni	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 31B	7.7	10.0	66.7%	0		38.48s	876	4,349	8,985
Qwen3 Coder Next	5.3	10.0	33.3%	0		962ms	753	26	0

Akili ya jumla	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 31B	10.0	10.0	100.0%	0		9.57s	567	105	888
Qwen3 Coder Next	10.0	10.0	100.0%	0		1.34s	498	152	0

Ufuataji wa maagizo	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 31B	10.0	10.0	100.0%	0		12.76s	777	533	2,035
Qwen3 Coder Next	6.3	10.0	50.0%	0		7.78s	684	63	0

Utatuzi wa mafumbo	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 31B	9.9	10.0	100.0%	0		26.91s	801	1,795	5,595
Qwen3 Coder Next	3.0	10.0	0.0%	0		24.34s	678	571	0

Mwito wa zana	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 31B	3.0	10.0	0.0%	0		0ms	0	0	0
Qwen3 Coder Next	10.0	10.0	100.0%	0		2.47s	8,364	255	0

Maarifa ya jumla	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 31B	3.0	10.0	0.0%	0		90.14s	218	1,692	10,014
Qwen3 Coder Next	3.0	10.0	0.0%	0		601ms	216	12	0

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