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ByteDance Seed: Seed-2.0-Lite vs StepFun: Step 3.5 Flash

Muhtasari

Ulinganisho wa benchmark Seed-2.0-Lite vs Step 3.5 Flash: Step 3.5 Flash inaongoza kwa average score: 6.6 vs 6.2. Seed-2.0-Lite ina gharama ya chini ya benchmark: $0.019 vs $0.070. Seed-2.0-Lite ni ya haraka zaidi: 2.49s vs 72.53s, na pass rates 46.0% vs 54.0%.

Muundo unaopendekezwa: Seed-2.0-Lite - Its score stays close to the best score here (6.2 vs 6.6), while costing about 3.8x less than Step 3.5 Flash.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-06-18

Kipimo Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14 Step 3.5 Flash Step 3.5 Flash medium Toleo: 2026-02-01
Alama 6.2 6.6
Nafasi #92 #80
Uaminifu 10.0 10.0
Uthabiti 8.4 8.9
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 46.0% 54.0%
Majaribio yasiyo thabiti 4 1
Jumla ya uendeshaji 63 60
Gharama kwa matokeo 0.228 0.198
Jumla ya gharama $0.019 $0.070
Bei ya ingizo $0.250 / 1M $0.090 / 1M
Bei ya toleo $2.000 / 1M $0.300 / 1M
Jumla ya tokeni za ingizo 46,573 34,431
Tokeni za matokeo 3,259 91,587
Tokeni za hoja 0 195,973
Muda wa majibu (wastani) 2.49s 72.53s
Muda wa majibu (upeo) 6.70s 453.94s
Muda wa majibu (jumla) 52.26s 1015.47s

Onyesho la kizazi

Hamster playing table tennis

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

#92 Seed-2.0-Lite

none
Gharama
$0.005
Muda
83.8s
Tokeni
2,311 tok

#80 Step 3.5 Flash

medium
Gharama
$0.008
Muda
277.1s
Tokeni
23,695 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
Seed-2.0-Lite 3.0 5.9 16.7% 2 2.43s 894 709 0
Step 3.5 Flash 10.0 10.0 100.0% 0 40.57s 694 20,391 24,176
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
Seed-2.0-Lite 5.6 10.0 33.3% 0 2.83s 8,215 410 0
Step 3.5 Flash 2.4 5.2 0.0% 0 258.38s 2,211 13,207 22,429
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
Seed-2.0-Lite 3.0 10.0 0.0% 0 6.59s 16,215 498 0
Step 3.5 Flash 10.0 10.0 100.0% 0 29.57s 13,638 1,176 12,984
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
Seed-2.0-Lite 10.0 10.0 100.0% 0 1.82s 8,538 246 0
Step 3.5 Flash 10.0 10.0 100.0% 0 15.01s 7,368 600 13,886
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
Seed-2.0-Lite 3.6 7.2 22.2% 1 1.33s 939 17 0
Step 3.5 Flash 5.3 7.2 44.4% 1 170.45s 673 45,350 90,436
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
Seed-2.0-Lite 10.0 10.0 100.0% 0 3.45s 570 294 0
Step 3.5 Flash 5.5 10.0 0.0% 0 22.39s 509 240 3,506
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
Seed-2.0-Lite 10.0 10.0 100.0% 0 1.06s 810 73 0
Step 3.5 Flash 8.3 10.0 50.0% 0 4.78s 705 2,364 3,521
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
Seed-2.0-Lite 5.3 7.2 44.4% 1 2.78s 858 709 0
Step 3.5 Flash 5.3 10.0 33.3% 0 7.22s 711 5,630 10,861
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
Seed-2.0-Lite 10.0 10.0 100.0% 0 3.94s 9,270 292 0
Step 3.5 Flash 10.0 10.0 100.0% 0 11.91s 7,701 275 3,802
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
Seed-2.0-Lite 3.0 10.0 0.0% 0 1.96s 264 11 0
Step 3.5 Flash 3.0 10.0 0.0% 0 108.45s 221 2,354 10,372

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Seed-2.0-LitenonevsGemini 3.1 Flash LiteminimalSeed-2.0-LitenonevsQwen3.5-35B-A3BmediumSeed-2.0-LitenonevsGemma 4 31BmediumInapatikana bureGemini 3.1 Flash Lite PreviewlowvsStep 3.5 FlashmediumSeed-2.0-LitenonevsNemotron 3 SupermediumInapatikana bureGemini 3.1 Flash Lite PreviewnonevsStep 3.5 FlashmediumGemini 3.1 Flash LitelowvsStep 3.5 FlashmediumGemini 3.5 FlashminimalvsStep 3.5 FlashmediumSeed-2.0-LitenonevsGemini 3.1 Flash LitelowQwen3.7 MaxnonevsStep 3.5 FlashmediumGemini 3 Flash PreviewnonevsStep 3.5 FlashmediumSeed-2.0-LitenonevsGemini 3.1 Flash Lite Previewlow