Ling 3.0 Flash vs Qwen: Qwen3.5-122B-A10B

average score iko karibu sawa: 5.7 vs 5.7. Ling 3.0 Flash ina gharama ya chini ya benchmark: $0.000 vs $0.247. Ling 3.0 Flash ni ya haraka zaidi: 3.46s vs 12.92s, na pass rates 27.3% vs 33.3%.

Muundo unaopendekezwaLing 3.0 FlashIt has the best score here (5.7), while responding about 3.7x faster than Qwen3.5-122B-A10B.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-24

Kipimo	Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24 Inapatikana bure	Qwen3.5-122B-A10B Qwen3.5-122B-A10B none Toleo: 2026-02-24

Kipimo	Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24 Inapatikana bure	Qwen3.5-122B-A10B Qwen3.5-122B-A10B none Toleo: 2026-02-24
Alama	5.7	5.7
Nafasi	#149	#150
Uaminifu	9.9	10.0
Uthabiti	10.0	9.3
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	27.3%	33.3%
Majaribio yasiyo thabiti	0	2
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.000	4.182
Jumla ya gharama	$0.000	$0.247
Bei ya ingizo	$0.000 / 1M	$0.260 / 1M
Bei ya toleo	$0.000 / 1M	$2.080 / 1M
Jumla ya tokeni za ingizo	124,176	241,566
Tokeni za matokeo	12,783	88,458
Tokeni za hoja	0	0
Muda wa majibu (wastani)	3.46s	12.92s
Muda wa majibu (upeo)	17.51s	212.63s
Muda wa majibu (jumla)	76.06s	284.21s

Hamster playing table tennis

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

#149 Ling 3.0 Flash

none

Gharama: $0.000
Muda: 11.6s
Tokeni: 2,781 tok

#150 Qwen3.5-122B-A10B

none

Gharama: $0.016
Muda: 44.5s
Tokeni: 6,431 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

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 3.0 Flash	4.8	10.0	25.0%	0		3.34s	762	139	0
Qwen3.5-122B-A10B	4.8	10.0	25.0%	0		1.59s	696	312	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
Ling 3.0 Flash	5.5	10.0	33.3%	0		6.39s	8,307	639	0
Qwen3.5-122B-A10B	3.7	7.0	22.2%	1		2.77s	7,913	693	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		8.58s	95,727	11,102	0
Qwen3.5-122B-A10B	5.2	6.9	33.3%	1		129.31s	214,006	86,212	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 3.0 Flash	10.0	10.0	100.0%	0		1.10s	8,022	249	0
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0		1.01s	7,794	243	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		1000ms	837	24	0
Qwen3.5-122B-A10B	5.3	10.0	33.3%	0		465ms	789	15	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
Ling 3.0 Flash	5.0	10.0	0.0%	0		1.58s	549	51	0
Qwen3.5-122B-A10B	5.0	10.0	0.0%	0		1.12s	522	66	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
Ling 3.0 Flash	4.8	10.0	0.0%	0		836ms	750	71	0
Qwen3.5-122B-A10B	6.3	10.0	50.0%	0		513ms	711	69	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
Ling 3.0 Flash	5.3	10.0	33.3%	0		1.49s	756	283	0
Qwen3.5-122B-A10B	3.8	10.0	0.0%	0		1.00s	714	575	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
Ling 3.0 Flash	10.0	10.0	100.0%	0		2.85s	8,235	216	0
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0		2.04s	8,211	264	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		10.61s	231	9	0
Qwen3.5-122B-A10B	3.0	10.0	0.0%	0		295ms	210	9	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

KAT-Coder-Air V2.5highvsQwen3.5-122B-A10Bnone Ling 3.0 FlashnoneInapatikana burevsKAT-Coder-Air V2.5high Ling 3.0 FlashnoneInapatikana burevsNemotron 3 SupermediumInapatikana bure Nemotron 3 SupermediumInapatikana burevsQwen3.5-122B-A10Bnone KAT-Coder-Air V2.5mediumvsQwen3.5-122B-A10Bnone Ling 3.0 FlashnoneInapatikana burevsKAT-Coder-Air V2.5medium North Mini CodemediumInapatikana burevsLing 3.0 FlashnoneInapatikana bure North Mini CodemediumInapatikana burevsQwen3.5-122B-A10Bnone Laguna S 2.1mediumInapatikana burevsQwen3.5-122B-A10Bnone KAT-Coder-Air V2.5lowvsQwen3.5-122B-A10Bnone Ling 3.0 FlashnoneInapatikana burevsLaguna S 2.1mediumInapatikana bure Ling 3.0 FlashnoneInapatikana burevsKAT-Coder-Air V2.5low