Ling 3.0 Tiny (high) vs Qwen3.5-9B (medium)

Muundo unaopendekezwa Ling 3.0 Tiny (high)

It has the strongest score in this comparison (3.8) and the best overall balance of cost and response time across all 2 models.

Ulinganisho wa kina

Kipimo	Ling 3.0 Tiny Ling 3.0 Tiny high Toleo: 2026-08-07 Inapatikana bure	Qwen3.5-9B Qwen3.5-9B medium Toleo: 2026-03-02

Kipimo	Ling 3.0 Tiny Ling 3.0 Tiny high Toleo: 2026-08-07 Inapatikana bure	Qwen3.5-9B Qwen3.5-9B medium Toleo: 2026-03-02
Alama	3.8	3.8
Nafasi	#240	#243
Uaminifu	10.0	5.0
Uthabiti	8.8	8.1
Ufunikaji wa benchmark	majaribio 22/22 · marudio 66/66	majaribio 22/22 · marudio 66/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	24.2%	25.8%
Majaribio yasiyo thabiti	3	5
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.000	1.187
Jumla ya gharama	$0.000	$0.036
Bei ya ingizo	$0.000 / 1M	$0.100 / 1M
Bei ya toleo	$0.000 / 1M	$0.150 / 1M
Jumla ya tokeni za ingizo	115,494	17,070
Tokeni za matokeo	139,569	29,045
Tokeni za hoja	909,418	209,516
Muda wa majibu (wastani)	76.06s	82.24s
Muda wa majibu (upeo)	345.15s	226.38s
Muda wa majibu (jumla)	1673.38s	1315.88s

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

high

SVG batili

medium

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 Tiny	6.4	7.9	58.3%	1		24.93s	750	5,102	94,893
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 3.0 Tiny	2.9	10.0	0.0%	0		177.65s	7,767	59,320	177,922
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 3.0 Tiny	3.0	10.0	0.0%	0		179.85s	87,658	19,652	152,168
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 3.0 Tiny	2.8	10.0	0.0%	0		4.16s	8,016	1,561	5,372
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 3.0 Tiny	2.9	7.2	11.1%	1		74.80s	828	28,049	248,228
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 3.0 Tiny	5.4	2.5	66.7%	1		60.50s	546	4,900	61,589
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 3.0 Tiny	6.8	9.4	50.0%	0		3.10s	744	618	1,444
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 3.0 Tiny	3.0	10.0	0.0%	0		54.15s	731	10,323	78,452
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 3.0 Tiny	10.0	10.0	100.0%	0		5.76s	8,226	379	711
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 3.0 Tiny	3.0	10.0	0.0%	0		213.35s	228	9,665	88,639
Qwen3.5-9B	3.0	10.0	0.0%	0		177.02s	68	3,074	29,694

Badilisha jozi ya ulinganisho