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

Modeli zilizolinganishwa

Muundo unaopendekezwa Ling 3.0 Tiny (medium)

It has the best score here (3.8), while responding about 1.6x faster than Qwen3.5-9B (medium).

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

Kipimo	Ling 3.0 Tiny Ling 3.0 Tiny medium Toleo: 2026-08-07	Qwen3.5-9B Qwen3.5-9B medium Toleo: 2026-03-02
Alama	3.8	3.8
Nafasi	#336	#335
Uaminifu	9.6	6.0
Uthabiti	8.9	8.1
Majaribio	66/66	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	2.061
Jumla ya gharama	$0.000	$0.062
Bei ya ingizo	$0.000 / 1M	$0.100 / 1M
Bei ya toleo	$0.000 / 1M	$0.150 / 1M
Jumla ya tokeni za ingizo	103,898	17,195
Tokeni za matokeo	148,304	46,735
Tokeni za hoja	774,972	366,707
Muda wa majibu (wastani)	68.08s	107.51s
Muda wa majibu (upeo)	262.20s	569.97s
Muda wa majibu (jumla)	1429.66s	1720.15s
Vigezo	7.9B jumla (1.3B vinavyotumika)	9B
Upatikanaji	Chanzo huria	Chanzo huria

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

medium

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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	6.5	10.0	50.0%	0		23.73s	750	5,103	94,884
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		211.99s	7,948	70,838	206,006
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		139.78s	76,108	17,871	126,497
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	2.7	5.7	16.7%	1		4.41s	8,016	2,014	6,755
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	3.0	10.0	0.0%	0		81.40s	637	21,709	187,100
Qwen3.5-9B	3.6	7.2	22.2%	1		272.50s	420	29,239	205,666

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	3.8	2.5	33.3%	1		31.77s	546	4,275	30,975
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	10.0	50.0%	0		3.00s	744	610	1,436
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	3.6	7.2	22.2%	1		34.65s	747	15,561	85,029
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		4.91s	8,226	380	708
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		100.96s	176	9,943	35,582
Qwen3.5-9B	3.0	10.0	0.0%	0		177.02s	68	3,074	29,694

Badilisha jozi ya ulinganisho