Qwen3.8 2.4T A95B (low) vs Inkling (high)

Modeli zilizolinganishwa

Nafasi: #104
Jumla ya tokeni za matokeo: 424,019
Muda wa majibu (wastani): 120.40s
Jumla ya gharama: $4.016

Nafasi: #108
Jumla ya tokeni za matokeo: 249,242
Muda wa majibu (wastani): 62.72s
Jumla ya gharama: $1.238

Muundo unaopendekezwa Inkling (high)

It has the best score here (8.4), while costing about 3.2x less than Qwen3.8 2.4T A95B (low).

Ulinganisho wa kina

Kipimo	Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B low Toleo: 2026-08-12	Inkling Inkling high Toleo: 2026-07-18 Inapatikana bure

Kipimo	Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B low Toleo: 2026-08-12	Inkling Inkling high Toleo: 2026-07-18 Inapatikana bure
Alama	8.4	8.4
Nafasi	#104	#108
Uaminifu	9.6	10.0
Uthabiti	9.2	9.0
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	73.9%	78.3%
Majaribio yasiyo thabiti	2	3
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	19.825	7.812
Jumla ya gharama	$4.016	$1.238
Bei ya ingizo	$2.000 / 1M	$0.950 / 1M
Bei ya toleo	$6.000 / 1M	$4.050 / 1M
Bei ya kusoma akiba	$0.250 / 1M	$0.160 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	313,881	240,395
Tokeni za matokeo	123,706	7,169
Tokeni za hoja	388,328	242,073
Muda wa majibu (wastani)	120.40s	62.72s
Muda wa majibu (upeo)	534.21s	327.51s
Muda wa majibu (jumla)	2769.16s	1442.48s
Vigezo	2.4T jumla (95B vinavyotumika)	975B jumla (41B vinavyotumika)
Upatikanaji	Uzani unapatikana	Chanzo huria

Bei za akiba zinahusu tokeni za ingizo. Kusoma hutumia tena maelekezo yaliyohifadhiwa; kuandika huyahifadhi na kunaweza kuongeza gharama. Tokeni za matokeo hutumia bei ya matokeo.

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#104 Qwen3.8 2.4T A95B

low

Gharama: $0.100
Muda: 193.2s
Tokeni: 16,767 tok

#108 Thinking Machines: Inkling

high

Gharama: $0.005
Muda: 32.2s
Tokeni: 1,275 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:

Kazi za mawakala	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
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		151.76s	200,602	2,661	13,832
Inkling	10.0	10.0	100.0%	0		66.01s	153,640	1,112	11,503

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
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		22.04s	1,104	397	4,814
Inkling	10.0	10.0	100.0%	0		12.68s	702	455	7,204

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
Qwen3.8 2.4T A95B	7.8	9.3	66.7%	0		172.53s	6,716	21,405	57,399
Inkling	8.5	10.0	66.7%	0		148.36s	7,374	430	78,982

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
Qwen3.8 2.4T A95B	8.2	6.9	66.7%	1		231.85s	85,267	8,008	50,681
Inkling	7.3	5.8	83.3%	1		63.78s	61,296	3,854	19,895

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
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		22.27s	7,956	839	2,445
Inkling	10.0	10.0	100.0%	0		8.19s	7,068	216	2,349

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
Qwen3.8 2.4T A95B	3.2	9.3	0.0%	0		287.65s	1,008	16,133	156,114
Inkling	7.7	10.0	66.7%	0		174.68s	692	61	86,556

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
Qwen3.8 2.4T A95B	6.1	3.1	66.7%	1		22.97s	606	44	1,497
Inkling	10.0	10.0	100.0%	0		6.53s	501	182	1,151

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
Qwen3.8 2.4T A95B	9.8	10.0	100.0%	0		19.54s	903	263	1,480
Inkling	9.8	10.0	100.0%	0		7.00s	708	93	2,098

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
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		43.37s	1,026	1,154	25,563
Inkling	6.9	4.9	77.8%	2		10.69s	714	429	4,623

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
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		25.88s	8,481	302	975
Inkling	3.0	10.0	0.0%	0		6.52s	7,481	307	601

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
Qwen3.8 2.4T A95B	3.0	10.0	0.0%	0		422.46s	212	72,500	73,528
Inkling	3.0	10.0	0.0%	0		153.57s	219	30	27,111

Badilisha jozi ya ulinganisho