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Google: Gemma 4 26B A4B vs MoonshotAI: Kimi K2.7 Code

Muhtasari

Ulinganisho wa benchmark Gemma 4 26B A4B vs Kimi K2.7 Code: Gemma 4 26B A4B inaongoza kwa average score: 7.2 vs 7.0. Gemma 4 26B A4B ina gharama ya chini ya benchmark: $0.045 vs $0.669. Gemma 4 26B A4B ni ya haraka zaidi: 63.41s vs 83.60s, na pass rates 69.8% vs 66.7%.

Muundo unaopendekezwa: Gemma 4 26B A4B - It has the best score here (7.2), while costing about 15.2x less than Kimi K2.7 Code.

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 Kimi K2.7 Code Kimi K2.7 Code medium Toleo: 2026-06-12
Alama 7.2 7.0
Nafasi #60 #65
Uaminifu 10.0 9.2
Uthabiti 9.2 7.7
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 69.8% 66.7%
Majaribio yasiyo thabiti 2 6
Jumla ya uendeshaji 63 63
Gharama kwa matokeo 0.361 6.074
Jumla ya gharama $0.045 $0.669
Bei ya ingizo $0.060 / 1M $0.950 / 1M
Bei ya toleo $0.330 / 1M $4.000 / 1M
Jumla ya tokeni za ingizo 40,252 25,991
Tokeni za matokeo 28,000 80,516
Tokeni za hoja 100,490 161,391
Muda wa majibu (wastani) 63.41s 83.60s
Muda wa majibu (upeo) 369.32s 365.80s
Muda wa majibu (jumla) 1268.28s 1671.99s

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

#65 MoonshotAI: Kimi K2.7 Code

medium
Cost
$0.025
Time
138.0s
Tokens
6,093 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
Kimi K2.7 Code 7.3 5.8 83.3% 2 11.56s 618 3,048 5,041
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
Kimi K2.7 Code 7.6 7.2 77.8% 1 146.73s 4,650 1,864 25,635
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
Kimi K2.7 Code 4.7 1.6 66.7% 1 34.83s 11,271 444 3,906
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
Kimi K2.7 Code 10.0 10.0 100.0% 0 12.27s 7,014 248 2,569
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
Kimi K2.7 Code 5.3 7.2 44.4% 1 213.29s 431 55,572 63,639
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
Kimi K2.7 Code 10.0 10.0 100.0% 0 10.78s 477 1,024 1,071
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
Kimi K2.7 Code 9.9 10.0 100.0% 0 5.39s 669 725 1,232
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
Kimi K2.7 Code 5.9 7.7 44.4% 1 41.00s 651 15,438 17,368
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
Kimi K2.7 Code 3.0 10.0 0.0% 0 0ms 0 0 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
Kimi K2.7 Code 3.0 10.0 0.0% 0 341.76s 210 2,153 40,930

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Gemma 4 26B A4BmediumInapatikana burevsQwen3.7 PlusnoneGemini 3.5 FlashnonevsKimi K2.7 CodemediumClaude Opus 4.8nonevsGemma 4 26B A4BmediumInapatikana bureKimi K2.7 CodemediumvsStep 3.7 FlashhighGemma 4 26B A4BmediumInapatikana burevsStep 3.7 FlashhighGemini 3 Flash PreviewnonevsKimi K2.7 CodemediumClaude Sonnet 4.6nonevsGemma 4 26B A4BmediumInapatikana bureKimi K2.7 CodemediumvsQwen3.7 MaxnoneKimi K2.7 CodemediumvsQwen3.7 PlusnoneGemini 3.5 FlashminimalvsKimi K2.7 CodemediumClaude Opus 4.8nonevsKimi K2.7 CodemediumClaude Sonnet 4.6nonevsKimi K2.7 Codemedium