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AI BENCHY Compare

Google: Gemma 4 31B vs StepFun: Step 3.7 Flash

Muhtasari

Ulinganisho wa benchmark Gemma 4 31B vs Step 3.7 Flash: Step 3.7 Flash inaongoza kwa average score: 7.1 vs 6.3. Gemma 4 31B ina gharama ya chini ya benchmark: $0.033 vs $1.148. Gemma 4 31B ni ya haraka zaidi: 56.55s vs 64.46s, na pass rates 69.8% vs 63.5%.

Muundo unaopendekezwa: Gemma 4 31B - Its score stays close to the best score here (6.3 vs 7.1), while costing about 35.2x less than Step 3.7 Flash.

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 Step 3.7 Flash Step 3.7 Flash high Toleo: 2026-05-29
Alama 6.3 7.1
Nafasi #88 #63
Uaminifu 10.0 10.0
Uthabiti 9.4 8.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 69.8% 63.5%
Majaribio yasiyo thabiti 1 4
Jumla ya uendeshaji 63 63
Gharama kwa matokeo 0.257 10.434
Jumla ya gharama $0.033 $1.148
Bei ya ingizo $0.120 / 1M $0.200 / 1M
Bei ya toleo $0.350 / 1M $1.150 / 1M
Jumla ya tokeni za ingizo 17,957 38,391
Tokeni za matokeo 22,356 991,355
Tokeni za hoja 65,726 0
Muda wa majibu (wastani) 56.55s 64.46s
Muda wa majibu (upeo) 437.40s 364.99s
Muda wa majibu (jumla) 1074.41s 1353.57s

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

#63 Step 3.7 Flash

high
Gharama
$0.007
Muda
63.6s
Tokeni
6,030 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
Step 3.7 Flash 10.0 10.0 100.0% 0 13.40s 696 42,656 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
Step 3.7 Flash 4.0 6.0 22.2% 1 206.21s 6,057 327,340 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
Step 3.7 Flash 10.0 10.0 100.0% 0 13.01s 13,638 8,802 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
Step 3.7 Flash 10.0 10.0 100.0% 0 14.72s 7,368 23,113 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
Step 3.7 Flash 4.1 4.4 44.5% 2 149.64s 783 410,502 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
Step 3.7 Flash 5.5 10.0 0.0% 0 4.17s 510 2,862 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
Step 3.7 Flash 9.8 10.0 100.0% 0 1.52s 705 2,010 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
Step 3.7 Flash 5.3 7.2 44.4% 1 10.22s 711 25,422 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
Step 3.7 Flash 10.0 10.0 100.0% 0 2.79s 7,701 1,172 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
Step 3.7 Flash 3.0 10.0 0.0% 0 149.34s 222 147,476 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Step 3.7 FlashhighvsGLM 5.1mediumGemma 4 31BmediumInapatikana burevsGPT-5.5noneStep 3.7 FlashhighvsGLM 5.2noneQwen3.7 PlusnonevsStep 3.7 FlashhighKimi K2.7 CodemediumvsStep 3.7 FlashhighGemma 4 26B A4BmediumInapatikana burevsStep 3.7 FlashhighDeepSeek V4 PrononevsStep 3.7 FlashhighGemini 3.5 FlashnonevsStep 3.7 FlashhighSeed-2.0-LitenonevsGemma 4 31BmediumInapatikana bureClaude Opus 4.8nonevsStep 3.7 FlashhighGemini 3 Flash PreviewnonevsStep 3.7 FlashhighGemma 4 31BmediumInapatikana burevsQwen3.5-Flashnone