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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: 7.7 vs 6.3. Gemma 4 31B ina gharama ya chini ya benchmark: $0.033 vs $0.341. Step 3.7 Flash ni ya haraka zaidi: 15.74s vs 56.55s, na pass rates 69.8% vs 68.3%.

Muundo unaopendekezwa: Step 3.7 Flash - It has the best score here (7.7), while responding about 3.6x faster than Gemma 4 31B.

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 low Toleo: 2026-05-29
Alama 6.3 7.7
Nafasi #88 #39
Uaminifu 10.0 10.0
Uthabiti 9.4 8.4
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 69.8% 68.3%
Majaribio yasiyo thabiti 1 4
Jumla ya uendeshaji 63 63
Gharama kwa matokeo 0.257 2.840
Jumla ya gharama $0.033 $0.341
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 40,101
Tokeni za matokeo 22,356 289,325
Tokeni za hoja 65,726 0
Muda wa majibu (wastani) 56.55s 15.74s
Muda wa majibu (upeo) 437.40s 124.75s
Muda wa majibu (jumla) 1074.41s 330.63s

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

#39 Step 3.7 Flash

low
SVG batili
Gharama
$0.004
Muda
25.3s
Tokeni
3,072 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 8.7 7.9 91.7% 1 4.02s 756 10,896 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 8.2 7.2 88.9% 1 9.46s 7,437 18,685 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 7.98s 13,683 6,426 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 7.3 5.8 83.3% 1 2.29s 7,398 2,667 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 5.3 7.2 44.4% 1 43.31s 828 104,487 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 3.4 9.3 0.0% 0 7.00s 525 4,604 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 1.58s 735 1,857 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 5.5 9.9 33.3% 0 1.84s 756 3,564 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 3.25s 7,746 1,360 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% 0 124.75s 237 134,779 0

Ulinganisho wa haraka

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