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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: 8.5 vs 6.3. Gemma 4 31B ina gharama ya chini ya benchmark: $0.033 vs $0.376. Step 3.7 Flash ni ya haraka zaidi: 20.35s vs 56.55s, na pass rates 69.8% vs 73.0%.

Muundo unaopendekezwa: Step 3.7 Flash - It has the best score here (8.5), while responding about 2.8x 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 medium Toleo: 2026-05-29
Alama 6.3 8.5
Nafasi #88 #20
Uaminifu 10.0 9.9
Uthabiti 9.4 9.3
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 69.8% 73.0%
Majaribio yasiyo thabiti 1 2
Jumla ya uendeshaji 63 61
Gharama kwa matokeo 0.257 2.686
Jumla ya gharama $0.033 $0.376
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 39,981
Tokeni za matokeo 22,356 319,958
Tokeni za hoja 65,726 0
Muda wa majibu (wastani) 56.55s 20.35s
Muda wa majibu (upeo) 437.40s 113.98s
Muda wa majibu (jumla) 1074.41s 427.42s

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

#20 Step 3.7 Flash

medium
Gharama
$0.006
Muda
46.2s
Tokeni
4,466 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 9.65s 756 32,185 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 8.8 7.8 88.9% 1 27.42s 7,437 44,797 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 9.06s 13,683 7,106 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 2.75s 7,398 3,020 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 7.7 10.0 66.7% 0 48.27s 708 70,347 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 4.0 10.0 0.0% 0 6.85s 525 3,987 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 1.83s 735 2,166 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 5.7 9.9 33.3% 0 6.19s 756 15,071 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 4.16s 7,746 2,115 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% 0 113.98s 237 139,164 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.2 ChatnonevsStep 3.7 FlashmediumGemma 4 31BmediumInapatikana burevsGPT-5.5noneSeed-2.0-LitenonevsGemma 4 31BmediumInapatikana bureGemma 4 31BmediumInapatikana burevsQwen3.5-FlashnoneDeepSeek V4 FlashhighvsStep 3.7 FlashmediumGemma 4 31BmediumInapatikana burevsNemotron 3 Ultra 550b A55bnoneInapatikana bureGemma 4 31BmediumInapatikana burevsQwen3.6 Max PreviewnoneGemma 4 31BmediumInapatikana burevsGLM 5noneGemma 4 31BmediumInapatikana burevsQwen3.6 FlashnoneGemma 4 31BmediumInapatikana burevsQwen3.5-35B-A3BnoneGemma 4 31BmediumInapatikana burevsQwen3.5-27BnoneGemma 4 31BmediumInapatikana burevsQwen3.5 Plus 2026-02-15none