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AI BENCHY Compare

Google: Gemini 3.1 Flash Lite vs inclusionAI: Ring-2.6-1T

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-05-22

Kipimo Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite medium Toleo: 2026-05-08 Ring-2.6-1T Ring-2.6-1T none Toleo: 2026-05-10
Alama 7.7 7.2
Nafasi #35 #62
Uaminifu 10.0 9.8
Uthabiti 9.2 9.1
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 68.3% 62.5%
Majaribio yasiyo thabiti 2 2
Jumla ya uendeshaji 60 60
Gharama kwa matokeo 0.500 0.000
Jumla ya gharama $0.065 $0.000
Bei ya ingizo $0.250 / 1M $0.075 / 1M
Bei ya toleo $1.500 / 1M $0.625 / 1M
Tokeni za matokeo 2,248 39,954
Tokeni za hoja 35,390 0
Muda wa majibu (wastani) 3.18s 55.10s
Muda wa majibu (upeo) 10.87s 143.82s
Muda wa majibu (jumla) 63.55s 881.55s

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
Gemini 3.1 Flash Lite 9.1 10.0 75.0% 0 2.39s 604 4,201
Ring-2.6-1T 9.2 8.4 91.7% 1 43.33s 5,575 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
Gemini 3.1 Flash Lite 6.8 10.0 50.0% 0 3.59s 453 6,068
Ring-2.6-1T 10.0 10.0 100.0% 0 143.82s 5,036 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
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 10.87s 327 7,401
Ring-2.6-1T 0.0 0.0 0.0% 0 0ms 0 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
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 2.60s 279 2,845
Ring-2.6-1T 3.0 10.0 0.0% 0 45.87s 1,529 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
Gemini 3.1 Flash Lite 2.9 7.2 11.1% 1 3.16s 15 5,165
Ring-2.6-1T 5.3 7.2 44.4% 1 73.40s 17,728 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
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 2.60s 84 1,142
Ring-2.6-1T 4.3 10.0 0.0% 0 15.63s 846 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
Gemini 3.1 Flash Lite 9.9 10.0 100.0% 0 2.59s 75 3,320
Ring-2.6-1T 9.8 10.0 100.0% 0 27.36s 2,004 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
Gemini 3.1 Flash Lite 7.6 7.2 77.8% 1 1.95s 165 2,450
Ring-2.6-1T 7.7 10.0 66.7% 0 31.47s 3,469 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
Gemini 3.1 Flash Lite 10.0 10.0 100.0% 0 4.55s 234 921
Ring-2.6-1T 0.0 0.0 0.0% 0 0ms 0 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
Gemini 3.1 Flash Lite 3.0 10.0 0.0% 0 3.08s 12 1,877
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 3,767 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Claude Opus 4.6mediumvsRing-2.6-1TnoneGemini 3.1 Flash LitemediumvsGPT-5.2 ChatnoneRing-2.6-1TnonevsGPT-5.4 NanomediumRing-2.6-1TnonevsGLM 5V TurbomediumRing-2.6-1TnonevsQwen3.6 FlashmediumRing-2.6-1TnonevsGPT-5.4 MinimediumRing-2.6-1TnonevsStep 3.5 FlashmediumRing-2.6-1TnonevsGPT-5.2mediumRing-2.6-1TnonevsQwen3.5-FlashmediumDeepSeek V4 FlashhighInapatikana burevsRing-2.6-1TnoneRing-2.6-1TnonevsKimi K2.6mediumRing-2.6-1TnonevsMiMo-V2.5medium