Ling 3.0 Flash vs Qwen: Qwen3.5-Flash

Ling 3.0 Flash (high) inaongoza kwa average score: 6.4 vs 6.2. Ling 3.0 Flash (high) ina gharama ya chini ya benchmark: $0.000 vs $0.139. Ling 3.0 Flash (high) ni ya haraka zaidi: 13.32s vs 84.82s, na pass rates 63.6% vs 69.7%.

Muundo unaopendekezwaLing 3.0 Flash (high)It has the best score here (6.4), while responding about 6.4x faster than Qwen3.5-Flash (medium).

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

Kipimo	Ling 3.0 Flash Ling 3.0 Flash high Toleo: 2026-07-24 Inapatikana bure	Qwen3.5-Flash Qwen3.5-Flash medium Toleo: 2026-02-24

Kipimo	Ling 3.0 Flash Ling 3.0 Flash high Toleo: 2026-07-24 Inapatikana bure	Qwen3.5-Flash Qwen3.5-Flash medium Toleo: 2026-02-24
Alama	6.4	6.2
Nafasi	#114	#121
Uaminifu	9.4	10.0
Uthabiti	8.6	7.8
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	63.6%	69.7%
Majaribio yasiyo thabiti	4	6
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.000	1.361
Jumla ya gharama	$0.000	$0.139
Bei ya ingizo	$0.000 / 1M	$0.065 / 1M
Bei ya toleo	$0.000 / 1M	$0.260 / 1M
Jumla ya tokeni za ingizo	132,224	118,499
Tokeni za matokeo	92,393	12,284
Tokeni za hoja	211,994	490,610
Muda wa majibu (wastani)	13.32s	84.82s
Muda wa majibu (upeo)	75.27s	515.38s
Muda wa majibu (jumla)	292.99s	1781.22s

Hamster playing table tennis

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

#114 Ling 3.0 Flash

high

Gharama: $0.000
Muda: 30.7s
Tokeni: 10,576 tok

#121 Qwen3.5-Flash

medium

Gharama: $0.002
Muda: 25.8s
Tokeni: 4,294 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	10.0	10.0	100.0%	0		4.26s	750	1,127	3,129
Qwen3.5-Flash	10.0	10.0	100.0%	0		59.11s	672	383	32,992

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	6.7	5.0	66.7%	2		14.85s	8,298	15,602	32,152
Qwen3.5-Flash	3.7	7.2	22.2%	1		58.87s	6,685	302	90,081

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	2.9	6.0	16.7%	1		50.41s	103,841	28,377	80,872
Qwen3.5-Flash	6.4	5.8	66.7%	1		266.58s	94,507	10,679	204,282

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	7.3	5.8	83.3%	1		7.15s	8,016	3,455	9,048
Qwen3.5-Flash	7.3	5.9	83.3%	1		56.99s	6,061	235	16,237

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		21.94s	828	37,891	65,777
Qwen3.5-Flash	5.3	7.2	44.4%	1		146.50s	581	58	43,615

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		2.98s	546	63	344
Qwen3.5-Flash	6.1	3.1	66.7%	1		40.05s	516	99	38,486

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	10.0	10.0	100.0%	0		1.85s	744	402	2,031
Qwen3.5-Flash	10.0	10.0	100.0%	0		63.49s	699	98	14,139

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	10.0	10.0	100.0%	0		4.33s	747	753	4,623
Qwen3.5-Flash	8.2	7.2	88.9%	1		27.61s	381	89	12,457

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		6.47s	8,226	322	527
Qwen3.5-Flash	10.0	10.0	100.0%	0		10.33s	8,193	309	1,284

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		24.35s	228	4,401	13,491
Qwen3.5-Flash	3.0	10.0	0.0%	0		48.98s	204	32	37,037

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Gemma 4 31BnoneInapatikana burevsQwen3.5-Flashmedium Claude Sonnet 5nonevsQwen3.5-Flashmedium Seed-2.0-LitenonevsQwen3.5-Flashmedium GPT-5.6 LunalowvsQwen3.5-Flashmedium LongCat 2.0nonevsQwen3.5-Flashmedium Ling 3.0 FlashhighInapatikana burevsQwen3.5 Plus 2026-02-15none Gemini 3.1 Flash Lite PreviewnonevsLing 3.0 FlashhighInapatikana bure Gemini 2.5 FlashnonevsQwen3.5-Flashmedium Gemma 4 31BmediumInapatikana burevsLing 3.0 FlashhighInapatikana bure Gemini 3.1 Flash LitelowvsLing 3.0 FlashhighInapatikana bure Ling 3.0 FlashhighInapatikana burevsLongCat 2.0none Gemini 3.1 Flash LiteminimalvsQwen3.5-Flashmedium