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AI BENCHY Compare

ByteDance Seed: Seed-2.0-Lite vs Qwen: Qwen3.5-9B

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-03-12

Kipimo Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14 Qwen3.5-9B Qwen3.5-9B medium Toleo: 2026-03-02
Nafasi #45 #66
Wastani wa alama 4.9 2.6
Uthabiti 7.4 7.4
Gharama kwa matokeo 0.214 0.779
Jumla ya gharama $0.015 $0.024
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 56.3% 35.4%
Majaribio yasiyo thabiti 5 5
Jumla ya uendeshaji 48 48
Tokeni za matokeo 2,743 17,930
Tokeni za hoja 0 139,706
Muda wa majibu (wastani) 2.49s 71.44s
Muda wa majibu (upeo) 6.70s 226.38s
Muda wa majibu (jumla) 39.91s 928.77s

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Wastani wa alama vs Muda wa majibu (wastani)

Jumla ya tokeni za matokeo

Wastani wa 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
Seed-2.0-Lite 10.0 4.6 22.2% 2 2.93s 703 0
Qwen3.5-9B 4.0 7.2 55.6% 1 31.54s 2,410 10,913
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Seed-2.0-Lite 10.0 10.0 0.0% 0 6.59s 498 0
Qwen3.5-9B 10.0 10.0 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
Seed-2.0-Lite 9.9 10.0 100.0% 0 1.82s 246 0
Qwen3.5-9B 5.0 5.6 33.3% 1 87.31s 1,383 32,113
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
Seed-2.0-Lite 10.0 7.2 22.2% 1 1.33s 17 0
Qwen3.5-9B 10.0 7.2 22.2% 1 137.75s 11,549 48,475
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
Seed-2.0-Lite 10.0 10.0 100.0% 0 3.45s 294 0
Qwen3.5-9B 10.0 1.6 33.3% 1 226.38s 0 30,695
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
Seed-2.0-Lite 10.0 10.0 100.0% 0 1.06s 73 0
Qwen3.5-9B 5.5 5.8 66.7% 1 17.15s 599 4,517
Puzzle Solving Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Seed-2.0-Lite 4.0 4.4 55.6% 2 2.46s 620 0
Qwen3.5-9B 10.0 10.0 0.0% 0 33.38s 1,545 11,844
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
Seed-2.0-Lite 10.0 10.0 100.0% 0 3.94s 292 0
Qwen3.5-9B 10.0 10.0 100.0% 0 4.31s 444 1,149

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