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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 6.1. Gemma 4 31B ina gharama ya chini ya benchmark: $0.004 vs $1.148. Gemma 4 31B ni ya haraka zaidi: 4.05s vs 64.46s, na pass rates 47.6% vs 63.5%.

Muundo unaopendekezwa: Gemma 4 31B - It offers the best overall trade-off: a competitive score (6.1), lower cost than Step 3.7 Flash, and balanced response time.

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 3.7 Flash Step 3.7 Flash high Toleo: 2026-05-29
Alama 6.1 7.1
Nafasi #98 #63
Uaminifu 10.0 10.0
Uthabiti 10.0 8.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 47.6% 63.5%
Majaribio yasiyo thabiti 0 4
Jumla ya uendeshaji 63 63
Gharama kwa matokeo 0.034 10.434
Jumla ya gharama $0.004 $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 20,911 38,391
Tokeni za matokeo 1,407 991,355
Tokeni za hoja 0 0
Muda wa majibu (wastani) 4.05s 64.46s
Muda wa majibu (upeo) 26.13s 364.99s
Muda wa majibu (jumla) 76.87s 1353.57s

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

#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 6.5 10.0 50.0% 0 1.85s 852 45 0
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 5.5 10.0 33.3% 0 11.19s 8,381 735 0
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 2.25s 8,352 285 0
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 3.22s 903 27 0
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 2.09s 576 117 0
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 6.5 10.0 50.0% 0 2.84s 795 78 0
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 6.5 10.0 33.3% 0 4.23s 828 108 0
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 1.25s 224 12 0
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 5.1mediumStep 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 FlashhighClaude Opus 4.8nonevsStep 3.7 FlashhighGemini 3 Flash PreviewnonevsStep 3.7 FlashhighGemma 4 31BnoneInapatikana burevsQwen3.5-35B-A3BmediumClaude Sonnet 4.6nonevsStep 3.7 FlashhighQwen3.7 MaxnonevsStep 3.7 Flashhigh