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inclusionAI: Ling-2.6-1T vs Qwen: Qwen3.5-9B

Muhtasari

Ulinganisho wa benchmark Ling-2.6-1T vs Qwen3.5-9B: Ling-2.6-1T inaongoza kwa average score: 4.3 vs 4.2. Ling-2.6-1T ina gharama ya chini ya benchmark: $0.005 vs $0.035. Ling-2.6-1T ni ya haraka zaidi: 7.72s vs 82.24s, na pass rates 14.3% vs 27.0%.

Muundo unaopendekezwa: Ling-2.6-1T - It has the best score here (4.3), while costing about 8.4x less than Qwen3.5-9B.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-06-04

Kipimo Ling-2.6-1T Ling-2.6-1T none Toleo: 2026-04-23 Qwen3.5-9B Qwen3.5-9B medium Toleo: 2026-03-02
Alama 4.3 4.2
Nafasi #159 #161
Uaminifu Haipo 6.7
Uthabiti 10.0 8.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 14.3% 27.0%
Majaribio yasiyo thabiti 0 5
Jumla ya uendeshaji 63 63
Gharama kwa matokeo 0.000 1.187
Jumla ya gharama $0.005 $0.035
Bei ya ingizo $0.075 / 1M $0.040 / 1M
Bei ya toleo $0.625 / 1M $0.150 / 1M
Jumla ya tokeni za ingizo 34,905 17,070
Tokeni za matokeo 2,434 29,045
Tokeni za hoja 0 209,516
Muda wa majibu (wastani) 7.72s 82.24s
Muda wa majibu (upeo) 25.72s 226.38s
Muda wa majibu (jumla) 139.00s 1315.88s

Generation showcase

Hamster playing table tennis

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

#159 Ling-2.6-1T

none
No showcase result has been generated for this model yet.
Cost
$0.000
Time
-
Tokens
0 tok

#161 Qwen3.5-9B

medium
Cost
$0.001
Time
35.9s
Tokens
3,030 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
Ling-2.6-1T 3.4 10.0 0.0% 0 6.55s 726 777 0
Qwen3.5-9B 5.1 5.8 50.0% 2 34.44s 369 2,621 12,411
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
Ling-2.6-1T 3.8 10.0 0.0% 0 10.57s 813 381 0
Qwen3.5-9B 2.9 10.0 0.0% 0 100.88s 2,396 7,890 41,129
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
Ling-2.6-1T 3.0 10.0 0.0% 0 23.53s 9,030 183 0
Qwen3.5-9B 3.0 10.0 0.0% 0 0ms 0 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 ingizo Tokeni za matokeo Tokeni za hoja
Ling-2.6-1T 10.0 10.0 100.0% 0 1.37s 8,313 285 0
Qwen3.5-9B 3.6 5.6 33.3% 1 87.31s 4,722 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 ingizo Tokeni za matokeo Tokeni za hoja
Ling-2.6-1T 3.0 10.0 0.0% 0 1.04s 810 27 0
Qwen3.5-9B 3.6 7.2 22.2% 1 137.75s 295 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 ingizo Tokeni za matokeo Tokeni za hoja
Ling-2.6-1T 5.0 10.0 0.0% 0 20.34s 540 140 0
Qwen3.5-9B 2.8 1.6 33.3% 1 226.38s 180 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 ingizo Tokeni za matokeo Tokeni za hoja
Ling-2.6-1T 6.4 10.0 50.0% 0 5.36s 732 81 0
Qwen3.5-9B 6.5 10.0 50.0% 0 5.75s 381 491 1,824
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
Ling-2.6-1T 3.1 10.0 0.0% 0 5.36s 729 131 0
Qwen3.5-9B 3.0 10.0 0.0% 0 32.27s 376 1,593 12,026
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
Ling-2.6-1T 3.0 10.0 0.0% 0 25.72s 13,212 429 0
Qwen3.5-9B 10.0 10.0 100.0% 0 4.31s 8,283 444 1,149
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
Ling-2.6-1T 3.0 10.0 0.0% 0 0ms 0 0 0
Qwen3.5-9B 3.0 10.0 0.0% 0 177.02s 68 3,074 29,694

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling-2.6-1TnonevsGLM 4.7 FlashmediumGranite 4.1 8BnonevsQwen3.5-9BmediumMercury 2nonevsQwen3.5-9BmediumLing-2.6-1TnonevsQwen3 Coder NextmediumQwen3.5-9BmediumvsMiMo-V2-FlashnoneTrinity Large PreviewnonevsQwen3.5-9BmediumGPT-5.4 NanononevsQwen3.5-9BmediumGPT-4o-mininonevsQwen3.5-9BmediumGPT-5.4 MininonevsQwen3.5-9BmediumQwen3.5-9BmediumvsMiMo-V2.5noneMistral Small 4nonevsQwen3.5-9BmediumNemotron 3 SupernoneInapatikana burevsQwen3.5-9Bmedium