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AI BENCHY Compare

OpenAI: GPT-5.4 Mini vs StepFun: Step 3.7 Flash

Muhtasari

Ulinganisho wa benchmark GPT-5.4 Mini vs Step 3.7 Flash: Step 3.7 Flash inaongoza kwa average score: 8.5 vs 8.0. Step 3.7 Flash ina gharama ya chini ya benchmark: $0.376 vs $0.526. Step 3.7 Flash ni ya haraka zaidi: 20.35s vs 22.34s, na pass rates 73.0% vs 73.0%.

Muundo unaopendekezwa: Step 3.7 Flash - It has the strongest score in this comparison (8.5) and the best overall balance of cost and response time across all 2 models.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-06-12

Kipimo GPT-5.4 Mini GPT-5.4 Mini medium Toleo: 2026-03-17 Step 3.7 Flash Step 3.7 Flash medium Toleo: 2026-05-29
Alama 8.0 8.5
Nafasi #30 #23
Uaminifu 10.0 9.9
Uthabiti 8.0 9.3
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 73.0% 73.0%
Majaribio yasiyo thabiti 5 2
Jumla ya uendeshaji 63 61
Gharama kwa matokeo 4.381 2.686
Jumla ya gharama $0.526 $0.376
Bei ya ingizo $0.750 / 1M $0.200 / 1M
Bei ya toleo $4.500 / 1M $1.150 / 1M
Jumla ya tokeni za ingizo 34,116 39,981
Tokeni za matokeo 2,181 319,958
Tokeni za hoja 108,937 0
Muda wa majibu (wastani) 22.34s 20.35s
Muda wa majibu (upeo) 138.75s 113.98s
Muda wa majibu (jumla) 469.20s 427.42s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#30 GPT-5.4 Mini

medium
Cost
$0.056
Time
95.5s
Tokens
12,464 tok

#23 Step 3.7 Flash

medium
Cost
$0.006
Time
46.2s
Tokens
4,466 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
GPT-5.4 Mini 8.6 7.9 91.7% 1 4.05s 606 296 2,876
Step 3.7 Flash 8.7 7.9 91.7% 1 9.65s 756 32,185 0
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
GPT-5.4 Mini 8.4 7.4 88.9% 1 57.87s 7,305 467 40,902
Step 3.7 Flash 8.8 7.8 88.9% 1 27.42s 7,437 44,797 0
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
GPT-5.4 Mini 10.0 10.0 100.0% 0 17.81s 11,019 317 4,317
Step 3.7 Flash 10.0 10.0 100.0% 0 9.06s 13,683 7,106 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 ingizo Tokeni za matokeo Tokeni za hoja
GPT-5.4 Mini 10.0 10.0 100.0% 0 2.43s 7,140 234 650
Step 3.7 Flash 10.0 10.0 100.0% 0 2.75s 7,398 3,020 0
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
GPT-5.4 Mini 4.1 4.4 44.5% 2 65.31s 619 60 43,286
Step 3.7 Flash 7.7 10.0 66.7% 0 48.27s 708 70,347 0
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
GPT-5.4 Mini 4.5 10.0 0.0% 0 3.72s 477 150 510
Step 3.7 Flash 4.0 10.0 0.0% 0 6.85s 525 3,987 0
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
GPT-5.4 Mini 9.8 10.0 100.0% 0 2.13s 660 96 1,185
Step 3.7 Flash 9.8 10.0 100.0% 0 1.83s 735 2,166 0
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
GPT-5.4 Mini 7.8 10.0 66.7% 0 4.37s 642 278 2,443
Step 3.7 Flash 5.7 9.9 33.3% 0 6.19s 756 15,071 0
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
GPT-5.4 Mini 4.7 1.6 66.7% 1 9.62s 5,453 251 2,594
Step 3.7 Flash 10.0 10.0 100.0% 0 4.16s 7,746 2,115 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
GPT-5.4 Mini 3.0 10.0 0.0% 0 30.10s 195 32 10,174
Step 3.7 Flash 3.0 10.0 0.0% 0 113.98s 237 139,164 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.2 ChatnonevsStep 3.7 FlashmediumDeepSeek V4 FlashhighvsStep 3.7 FlashmediumDeepSeek V4 FlashhighvsGPT-5.4 MinimediumGPT-5.4 MinimediumvsStep 3.7 FlashlowGemini 3 Flash PreviewlowvsGPT-5.4 MinimediumClaude Sonnet 4.6nonevsGPT-5.4 MinimediumGemini 3.5 FlashlowvsStep 3.7 FlashmediumClaude Opus 4.8nonevsGPT-5.4 MinimediumGPT-5.4 MinimediumvsQwen3.7 PlusnoneGPT-5.5lowvsStep 3.7 FlashmediumGPT-5.4 MinimediumvsStep 3.7 FlashhighGPT-5.3 ChatnonevsStep 3.7 Flashmedium