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

Muhtasari

Ulinganisho wa benchmark Ling-2.6-flash vs Qwen3.5-9B: Ling-2.6-flash inaongoza kwa average score: 5.0 vs 4.2. Ling-2.6-flash ina gharama ya chini ya benchmark: $0.001 vs $0.035. Ling-2.6-flash ni ya haraka zaidi: 9.34s vs 82.24s, na pass rates 31.8% vs 27.0%.

Muundo unaopendekezwa: Ling-2.6-flash - It has the best score here (5.0), while costing about 70.3x less than Qwen3.5-9B.

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

Kipimo Ling-2.6-flash Ling-2.6-flash none Toleo: 2026-04-21 Qwen3.5-9B Qwen3.5-9B medium Toleo: 2026-03-02
Alama 5.0 4.2
Nafasi #138 #161
Uaminifu 10.0 6.7
Uthabiti 9.2 8.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 31.8% 27.0%
Majaribio yasiyo thabiti 2 5
Jumla ya uendeshaji 63 63
Gharama kwa matokeo 0.005 1.187
Jumla ya gharama $0.001 $0.035
Bei ya ingizo $0.010 / 1M $0.040 / 1M
Bei ya toleo $0.030 / 1M $0.150 / 1M
Jumla ya tokeni za ingizo 40,718 17,070
Tokeni za matokeo 2,878 29,045
Tokeni za hoja 0 209,516
Muda wa majibu (wastani) 9.34s 82.24s
Muda wa majibu (upeo) 35.34s 226.38s
Muda wa majibu (jumla) 177.48s 1315.88s

Generation showcase

Hamster playing table tennis

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

#138 Ling-2.6-flash

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-flash 6.8 8.1 58.3% 1 11.81s 726 573 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-flash 5.3 10.0 33.3% 0 11.21s 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-flash 3.0 10.0 0.0% 0 35.34s 20,818 1,069 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-flash 6.5 10.0 50.0% 0 8.48s 8,004 246 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-flash 3.0 10.0 0.0% 0 4.95s 810 24 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-flash 4.0 10.0 0.0% 0 1.45s 540 109 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-flash 9.8 10.0 100.0% 0 5.52s 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-flash 2.9 7.2 11.1% 1 6.51s 729 151 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-flash 3.0 10.0 0.0% 0 18.80s 7,324 229 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-flash 3.0 10.0 0.0% 0 1.06s 222 15 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-2.6-1TnonevsQwen3.5-9BmediumGranite 4.1 8BnonevsQwen3.5-9BmediumLing-2.6-flashnonevsMistral Small 4mediumLing-2.6-flashnonevsMiniMax M2.7mediumLing-2.6-flashnonevsMiniMax M2.5mediumMercury 2nonevsQwen3.5-9BmediumLing-2.6-flashnonevsQwen3 Coder NextmediumQwen3.5-9BmediumvsMiMo-V2-FlashnoneTrinity Large PreviewnonevsQwen3.5-9BmediumGPT-5.4 NanononevsQwen3.5-9BmediumCobuddymediumvsLing-2.6-flashnoneGPT-4o-mininonevsQwen3.5-9Bmedium