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Anthropic: Claude Sonnet 4.6 vs StepFun: Step 3.7 Flash

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

Kipimo Claude Sonnet 4.6 Claude Sonnet 4.6 none Toleo: 2026-02-17 Step 3.7 Flash Step 3.7 Flash high Toleo: 2026-05-29
Alama 7.0 7.1
Nafasi #78 #74
Uaminifu 10.0 10.0
Uthabiti 9.7 8.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 58.3% 65.8%
Majaribio yasiyo thabiti 1 4
Jumla ya uendeshaji 60 60
Gharama kwa matokeo 2.782 8.723
Jumla ya gharama $0.306 $0.960
Bei ya ingizo $3.000 / 1M $0.200 / 1M
Bei ya toleo $15.000 / 1M $1.150 / 1M
Tokeni za matokeo 9,450 828,084
Tokeni za hoja 0 0
Muda wa majibu (wastani) 5.27s 49.43s
Muda wa majibu (upeo) 23.84s 192.75s
Muda wa majibu (jumla) 68.50s 988.58s

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
Step 3.7 Flash 10.0 10.0 100.0% 0 13.40s 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 matokeo Tokeni za hoja
Claude Sonnet 4.6 6.8 10.0 50.0% 0 6.73s 2,112 0
Step 3.7 Flash 3.6 4.6 25.0% 1 126.82s 164,069 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
Step 3.7 Flash 10.0 10.0 100.0% 0 13.01s 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 matokeo Tokeni za hoja
Claude Sonnet 4.6 10.0 10.0 100.0% 0 3.43s 252 0
Step 3.7 Flash 10.0 10.0 100.0% 0 14.72s 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 matokeo Tokeni za hoja
Claude Sonnet 4.6 7.7 10.0 66.7% 0 3.54s 413 0
Step 3.7 Flash 4.1 4.4 44.5% 2 149.64s 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 matokeo Tokeni za hoja
Claude Sonnet 4.6 6.1 3.1 66.7% 1 2.56s 192 0
Step 3.7 Flash 5.5 10.0 0.0% 0 4.17s 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 matokeo Tokeni za hoja
Claude Sonnet 4.6 6.5 10.0 50.0% 0 1.96s 90 0
Step 3.7 Flash 9.8 10.0 100.0% 0 1.52s 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 matokeo Tokeni za hoja
Claude Sonnet 4.6 7.7 10.0 66.7% 0 2.53s 533 0
Step 3.7 Flash 5.3 7.2 44.4% 1 10.22s 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 matokeo Tokeni za hoja
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.11s 447 0
Step 3.7 Flash 10.0 10.0 100.0% 0 2.79s 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 matokeo Tokeni za hoja
Claude Sonnet 4.6 3.0 10.0 0.0% 0 4.67s 431 0
Step 3.7 Flash 3.0 10.0 0.0% 0 149.34s 147,476 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5 MinimediumvsStep 3.7 FlashhighClaude Sonnet 4.6nonevsDeepSeek V4 ProhighClaude Sonnet 4.6nonevsMiMo-V2-FlashmediumGPT-5.4 NanomediumvsStep 3.7 FlashhighSeed-2.0-MinimediumvsStep 3.7 FlashhighClaude Sonnet 4.6nonevsGrok 4.20mediumQwen3.6 Max PreviewnonevsStep 3.7 FlashhighClaude Opus 4.6mediumvsStep 3.7 FlashhighClaude Sonnet 4.6nonevsSeed-2.0-MinimediumStep 3.7 FlashhighvsMiMo-V2-FlashmediumRing-2.6-1TnonevsStep 3.7 FlashhighRing-2.6-1TmediumvsStep 3.7 Flashhigh