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AI BENCHY Compare

Anthropic: Claude Sonnet 4.6 vs inclusionAI: Ring-2.6-1T

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-05-19

Kipimo Claude Sonnet 4.6 Claude Sonnet 4.6 none Toleo: 2026-02-17 Ring-2.6-1T Ring-2.6-1T none Toleo: 2026-05-10
Alama 7.2 7.2
Nafasi #68 #62
Uaminifu 10.0 9.8
Uthabiti 9.6 9.1
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 61.4% 62.5%
Majaribio yasiyo thabiti 1 2
Jumla ya uendeshaji 57 57
Gharama kwa matokeo 2.441 0.000
Jumla ya gharama $0.269 $0.000
Bei ya ingizo $3.000 / 1M $0.075 / 1M
Bei ya toleo $15.000 / 1M $0.625 / 1M
Tokeni za matokeo 7,864 39,954
Tokeni za hoja 0 0
Muda wa majibu (wastani) 4.96s 55.10s
Muda wa majibu (upeo) 23.84s 143.82s
Muda wa majibu (jumla) 59.50s 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
Claude Sonnet 4.6 4.8 10.0 25.0% 0 2.94s 1,214 0
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
Claude Sonnet 4.6 10.0 10.0 100.0% 0 3.67s 523 0
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
Claude Sonnet 4.6 9.5 10.0 100.0% 0 23.84s 3,766 0
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
Claude Sonnet 4.6 10.0 10.0 100.0% 0 3.43s 252 0
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
Claude Sonnet 4.6 7.7 10.0 66.7% 0 3.54s 413 0
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
Claude Sonnet 4.6 6.1 3.1 66.7% 1 2.56s 192 0
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
Claude Sonnet 4.6 6.5 10.0 50.0% 0 1.96s 90 0
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
Claude Sonnet 4.6 7.7 10.0 66.7% 0 2.92s 536 0
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
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.11s 447 0
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
Claude Sonnet 4.6 3.0 10.0 0.0% 0 4.67s 431 0
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 3,767 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Claude Sonnet 4.6nonevsGPT-5.4 MinimediumRing-2.6-1TnonevsMiMo-V2-FlashmediumSeed-2.0-MinimediumvsRing-2.6-1TnoneClaude Sonnet 4.6nonevsDeepSeek V3.2mediumClaude Sonnet 4.6nonevsMiMo-V2-OmnimediumClaude Sonnet 4.6nonevsGPT-5.2mediumClaude Sonnet 4.6nonevsQwen3.5-35B-A3BmediumRing-2.6-1TnonevsQwen3.5-35B-A3BmediumRing-2.6-1TnonevsGPT-5.2mediumDeepSeek V3.2mediumvsRing-2.6-1TnoneClaude Sonnet 4.6nonevsSeed-2.0-MinimediumRing-2.6-1TnonevsGPT-5.4 Minimedium