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AI BENCHY Compare

IBM: Granite 4.1 8B vs inclusionAI: Ling-2.6-flash

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-05-29

Kipimo Granite 4.1 8B Granite 4.1 8B none Toleo: 2026-05-01 Ling-2.6-flash Ling-2.6-flash none Toleo: 2026-04-21
Alama 4.1 5.3
Nafasi #158 #135
Uaminifu 10.0 10.0
Uthabiti 10.0 9.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 10.0% 35.1%
Majaribio yasiyo thabiti 0 2
Jumla ya uendeshaji 60 60
Gharama kwa matokeo 0.122 0.005
Jumla ya gharama $0.003 $0.001
Bei ya ingizo $0.050 / 1M $0.010 / 1M
Bei ya toleo $0.100 / 1M $0.030 / 1M
Tokeni za matokeo 2,743 2,878
Tokeni za hoja 0 0
Muda wa majibu (wastani) 719ms 9.34s
Muda wa majibu (upeo) 2.17s 35.34s
Muda wa majibu (jumla) 14.37s 177.48s

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 matokeo Tokeni za hoja
Granite 4.1 8B 4.9 10.0 25.0% 0 844ms 903 0
Ling-2.6-flash 6.8 8.1 58.3% 1 11.81s 573 0
Uandishi wa msimbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Granite 4.1 8B 5.2 10.0 0.0% 0 706ms 357 0
Ling-2.6-flash 10.0 10.0 100.0% 0 11.21s 381 0
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Granite 4.1 8B 3.0 10.0 0.0% 0 1.88s 396 0
Ling-2.6-flash 3.0 10.0 0.0% 0 35.34s 1,069 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 matokeo Tokeni za hoja
Granite 4.1 8B 3.0 10.0 0.0% 0 575ms 195 0
Ling-2.6-flash 6.5 10.0 50.0% 0 8.48s 246 0
Mahususi kwa domeni Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Granite 4.1 8B 3.0 10.0 0.0% 0 357ms 24 0
Ling-2.6-flash 3.0 10.0 0.0% 0 4.95s 24 0
Akili ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Granite 4.1 8B 4.0 10.0 0.0% 0 499ms 115 0
Ling-2.6-flash 4.0 10.0 0.0% 0 1.45s 109 0
Ufuataji wa maagizo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Granite 4.1 8B 3.6 9.9 0.0% 0 344ms 66 0
Ling-2.6-flash 9.8 10.0 100.0% 0 5.52s 81 0
Utatuzi wa mafumbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Granite 4.1 8B 3.2 10.0 0.0% 0 608ms 432 0
Ling-2.6-flash 2.9 7.2 11.1% 1 6.51s 151 0
Mwito wa zana Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Granite 4.1 8B 10.0 10.0 100.0% 0 2.17s 243 0
Ling-2.6-flash 3.0 10.0 0.0% 0 18.80s 229 0
Maarifa ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Granite 4.1 8B 3.0 10.0 0.0% 0 306ms 12 0
Ling-2.6-flash 3.0 10.0 0.0% 0 1.06s 15 0

Ulinganisho wa haraka

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