AI BENCHY Compare

Google: Gemma 4 31B vs StepFun: Step 3.5 Flash

Muhtasari

Ulinganisho wa benchmark Gemma 4 31B vs Step 3.5 Flash: Step 3.5 Flash inaongoza kwa average score: 6.6 vs 6.1. Gemma 4 31B ina gharama ya chini ya benchmark: $0.004 vs $0.070. Gemma 4 31B ni ya haraka zaidi: 4.05s vs 72.53s, na pass rates 47.6% vs 54.0%.

Muundo unaopendekezwa: Gemma 4 31B - Its score stays close to the best score here (6.1 vs 6.6), while costing about 23.0x less than Step 3.5 Flash.

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

Kipimo	Gemma 4 31B Gemma 4 31B none Toleo: 2026-04-02 Inapatikana bure	Step 3.5 Flash Step 3.5 Flash medium Toleo: 2026-02-01

Kipimo	Gemma 4 31B Gemma 4 31B none Toleo: 2026-04-02 Inapatikana bure	Step 3.5 Flash Step 3.5 Flash medium Toleo: 2026-02-01
Alama	6.1	6.6
Nafasi	#98	#80
Uaminifu	10.0	10.0
Uthabiti	10.0	8.9
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	47.6%	54.0%
Majaribio yasiyo thabiti	0	1
Jumla ya uendeshaji	63	60
Gharama kwa matokeo	0.034	0.198
Jumla ya gharama	$0.004	$0.070
Bei ya ingizo	$0.120 / 1M	$0.090 / 1M
Bei ya toleo	$0.350 / 1M	$0.300 / 1M
Jumla ya tokeni za ingizo	20,911	34,431
Tokeni za matokeo	1,407	91,587
Tokeni za hoja	0	195,973
Muda wa majibu (wastani)	4.05s	72.53s
Muda wa majibu (upeo)	26.13s	453.94s
Muda wa majibu (jumla)	76.87s	1015.47s

Onyesho la kizazi

Hamster playing table tennis

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

#98 Gemma 4 31B

none

Gharama: $0.001
Muda: 12.8s
Tokeni: 795 tok

#80 Step 3.5 Flash

medium

Gharama: $0.008
Muda: 277.1s
Tokeni: 23,695 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	6.5	10.0	50.0%	0		1.85s	852	45	0
Step 3.5 Flash	10.0	10.0	100.0%	0		40.57s	694	20,391	24,176

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	5.5	10.0	33.3%	0		11.19s	8,381	735	0
Step 3.5 Flash	2.4	5.2	0.0%	0		258.38s	2,211	13,207	22,429

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
Step 3.5 Flash	10.0	10.0	100.0%	0		29.57s	13,638	1,176	12,984

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		2.25s	8,352	285	0
Step 3.5 Flash	10.0	10.0	100.0%	0		15.01s	7,368	600	13,886

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		3.22s	903	27	0
Step 3.5 Flash	5.3	7.2	44.4%	1		170.45s	673	45,350	90,436

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		2.09s	576	117	0
Step 3.5 Flash	5.5	10.0	0.0%	0		22.39s	509	240	3,506

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	6.5	10.0	50.0%	0		2.84s	795	78	0
Step 3.5 Flash	8.3	10.0	50.0%	0		4.78s	705	2,364	3,521

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	6.5	10.0	33.3%	0		4.23s	828	108	0
Step 3.5 Flash	5.3	10.0	33.3%	0		7.22s	711	5,630	10,861

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
Step 3.5 Flash	10.0	10.0	100.0%	0		11.91s	7,701	275	3,802

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		1.25s	224	12	0
Step 3.5 Flash	3.0	10.0	0.0%	0		108.45s	221	2,354	10,372

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