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AI BENCHY Compare

Google: Gemma 4 26B A4B vs StepFun: Step 3.7 Flash

Muhtasari

Ulinganisho wa benchmark Gemma 4 26B A4B vs Step 3.7 Flash: Gemma 4 26B A4B inaongoza kwa average score: 7.2 vs 7.1. Gemma 4 26B A4B ina gharama ya chini ya benchmark: $0.045 vs $1.148. Gemma 4 26B A4B ni ya haraka zaidi: 63.41s vs 64.46s, na pass rates 69.8% vs 63.5%.

Muundo unaopendekezwa: Gemma 4 26B A4B - It has the best score here (7.2), while costing about 26.1x less than Step 3.7 Flash.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-06-12

Kipimo Gemma 4 26B A4B Gemma 4 26B A4B medium Toleo: 2026-04-03 Inapatikana bure Step 3.7 Flash Step 3.7 Flash high Toleo: 2026-05-29
Alama 7.2 7.1
Nafasi #60 #63
Uaminifu 10.0 10.0
Uthabiti 9.2 8.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 69.8% 63.5%
Majaribio yasiyo thabiti 2 4
Jumla ya uendeshaji 63 63
Gharama kwa matokeo 0.361 10.434
Jumla ya gharama $0.045 $1.148
Bei ya ingizo $0.060 / 1M $0.200 / 1M
Bei ya toleo $0.330 / 1M $1.150 / 1M
Jumla ya tokeni za ingizo 40,252 38,391
Tokeni za matokeo 28,000 991,355
Tokeni za hoja 100,490 0
Muda wa majibu (wastani) 63.41s 64.46s
Muda wa majibu (upeo) 369.32s 364.99s
Muda wa majibu (jumla) 1268.28s 1353.57s

Generation showcase

Hamster playing table tennis

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

#60 Gemma 4 26B A4B

medium
Invalid SVG
Cost
$0.000
Time
300.0s
Tokens
0 tok

#63 Step 3.7 Flash

high
Cost
$0.007
Time
63.6s
Tokens
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 26B A4B 10.0 10.0 100.0% 0 6.20s 816 1,142 3,045
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 26B A4B 2.9 10.0 0.0% 0 272.54s 5,062 14,838 44,567
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 26B A4B 9.6 10.0 100.0% 0 73.55s 17,092 5,415 13,112
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 26B A4B 10.0 10.0 100.0% 0 16.51s 8,334 1,567 2,827
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 26B A4B 2.9 4.4 22.2% 2 23.62s 516 2,469 7,105
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 26B A4B 10.0 10.0 100.0% 0 29.76s 567 25 5,075
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 26B A4B 10.0 10.0 100.0% 0 17.54s 777 887 4,470
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 26B A4B 10.0 10.0 100.0% 0 5.79s 801 410 2,128
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 26B A4B 10.0 10.0 100.0% 0 9.01s 6,096 450 1,256
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 26B A4B 3.0 10.0 0.0% 0 180.87s 191 797 16,905
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 FlashhighvsMiMo-V2-FlashmediumGemma 4 26B A4BmediumInapatikana burevsQwen3.7 PlusnoneClaude Opus 4.8nonevsGemma 4 26B A4BmediumInapatikana bureQwen3.7 PlusnonevsStep 3.7 FlashhighKimi K2.7 CodemediumvsStep 3.7 FlashhighGemini 3.5 FlashnonevsStep 3.7 FlashhighClaude Sonnet 4.6nonevsGemma 4 26B A4BmediumInapatikana bureClaude Opus 4.8nonevsStep 3.7 FlashhighStep 3.7 FlashhighvsGLM 5V TurbomediumGemini 3 Flash PreviewnonevsStep 3.7 FlashhighClaude Sonnet 4.6nonevsStep 3.7 Flashhigh