AI BENCHY Compare

Google: Gemma 4 31B vs Qwen: Qwen3.5-122B-A10B

Muhtasari

Ulinganisho wa benchmark Gemma 4 31B vs Qwen3.5-122B-A10B: Gemma 4 31B inaongoza kwa average score: 6.3 vs 5.3. Qwen3.5-122B-A10B ina gharama ya chini ya benchmark: $0.020 vs $0.033. Qwen3.5-122B-A10B ni ya haraka zaidi: 3.41s vs 56.55s, na pass rates 69.8% vs 31.8%.

Muundo unaopendekezwa: Qwen3.5-122B-A10B - It offers the best overall trade-off: a competitive score (5.3), lower cost than Gemma 4 31B, and balanced response time.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-06-18

Kipimo	Gemma 4 31B Gemma 4 31B medium Toleo: 2026-04-02 Inapatikana bure	Qwen3.5-122B-A10B Qwen3.5-122B-A10B none Toleo: 2026-02-24

Kipimo	Gemma 4 31B Gemma 4 31B medium Toleo: 2026-04-02 Inapatikana bure	Qwen3.5-122B-A10B Qwen3.5-122B-A10B none Toleo: 2026-02-24
Alama	6.3	5.3
Nafasi	#88	#125
Uaminifu	10.0	10.0
Uthabiti	9.4	9.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	69.8%	31.8%
Majaribio yasiyo thabiti	1	1
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.257	0.393
Jumla ya gharama	$0.033	$0.020
Bei ya ingizo	$0.120 / 1M	$0.260 / 1M
Bei ya toleo	$0.350 / 1M	$2.080 / 1M
Jumla ya tokeni za ingizo	17,957	47,735
Tokeni za matokeo	22,356	3,383
Tokeni za hoja	65,726	0
Muda wa majibu (wastani)	56.55s	3.41s
Muda wa majibu (upeo)	437.40s	46.00s
Muda wa majibu (jumla)	1074.41s	71.59s

Onyesho la kizazi

Hamster playing table tennis

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

#88 Gemma 4 31B

medium

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

#125 Qwen3.5-122B-A10B

none

Gharama: $0.016
Muda: 44.5s
Tokeni: 6,431 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
Qwen3.5-122B-A10B	4.8	10.0	25.0%	0		1.59s	696	312	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
Qwen3.5-122B-A10B	3.7	7.0	22.2%	1		2.77s	7,913	693	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
Qwen3.5-122B-A10B	3.0	10.0	0.0%	0		46.00s	20,175	1,137	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
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0		1.01s	7,794	243	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
Qwen3.5-122B-A10B	5.3	10.0	33.3%	0		465ms	789	15	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
Qwen3.5-122B-A10B	5.0	10.0	0.0%	0		1.12s	522	66	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
Qwen3.5-122B-A10B	6.3	10.0	50.0%	0		513ms	711	69	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
Qwen3.5-122B-A10B	3.8	10.0	0.0%	0		1.00s	714	575	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
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0		2.04s	8,211	264	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
Qwen3.5-122B-A10B	3.0	10.0	0.0%	0		295ms	210	9	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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