Qwen3.5-Flash (medium) vs Inkling (low)

Modeli zilizolinganishwa

Nafasi: #197
Jumla ya tokeni za matokeo: 531,668
Muda wa majibu (wastani): 83.68s
Jumla ya gharama: $0.184

Nafasi: #198
Jumla ya tokeni za matokeo: 22,037
Muda wa majibu (wastani): 6.81s
Jumla ya gharama: $0.293

Muundo unaopendekezwa Inkling (low)

It has the best score here (6.8), while responding about 12.3x faster than Qwen3.5-Flash (medium).

Ulinganisho wa kina

Kipimo	Qwen3.5-Flash Qwen3.5-Flash medium Toleo: 2026-02-24	Inkling Inkling low Toleo: 2026-07-18 Inapatikana bure

Kipimo	Qwen3.5-Flash Qwen3.5-Flash medium Toleo: 2026-02-24	Inkling Inkling low Toleo: 2026-07-18 Inapatikana bure
Alama	6.8	6.8
Nafasi	#197	#198
Uaminifu	10.0	10.0
Uthabiti	7.9	8.6
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	66.7%	56.5%
Majaribio yasiyo thabiti	6	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	1.533	2.756
Jumla ya gharama	$0.184	$0.293
Bei ya ingizo	$0.065 / 1M	$0.950 / 1M
Bei ya toleo	$0.260 / 1M	$4.050 / 1M
Bei ya kusoma akiba	Haipo	$0.160 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	349,177	213,901
Tokeni za matokeo	54,279	9,623
Tokeni za hoja	477,389	12,414
Muda wa majibu (wastani)	83.68s	6.81s
Muda wa majibu (upeo)	515.38s	44.24s
Muda wa majibu (jumla)	1840.92s	156.70s
Vigezo	~35B jumla (~3B vinavyotumika)	975B jumla (41B vinavyotumika)
Upatikanaji	Imefungwa	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.

#197 Qwen3.5-Flash

medium

Gharama: $0.002
Muda: 25.8s
Tokeni: 4,294 tok

#198 Thinking Machines: Inkling

low

Gharama: $0.002
Muda: 6.1s
Tokeni: 502 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
Qwen3.5-Flash	10.0	10.0	100.0%	0		67.72s	230,669	18,822	0
Inkling	10.0	10.0	100.0%	0		44.24s	104,008	1,043	2,090

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
Qwen3.5-Flash	10.0	10.0	100.0%	0		59.11s	672	383	32,992
Inkling	8.3	10.0	75.0%	0		2.51s	702	172	1,024

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
Qwen3.5-Flash	3.7	7.2	22.2%	1		58.87s	6,685	302	90,081
Inkling	5.1	7.2	22.2%	1		8.71s	7,374	355	4,961

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
Qwen3.5-Flash	6.4	5.8	66.7%	1		266.58s	94,507	10,679	204,282
Inkling	2.9	5.8	16.7%	1		22.73s	85,854	6,920	1,367

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
Qwen3.5-Flash	7.3	5.9	83.3%	1		56.99s	6,061	235	16,237
Inkling	10.0	10.0	100.0%	0		2.07s	7,068	216	344

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
Qwen3.5-Flash	2.9	7.2	11.1%	1		143.82s	590	23,231	30,394
Inkling	5.3	10.0	33.3%	0		1.68s	804	67	485

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
Qwen3.5-Flash	6.1	3.1	66.7%	1		40.05s	516	99	38,486
Inkling	10.0	10.0	100.0%	0		3.44s	501	160	213

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
Qwen3.5-Flash	10.0	10.0	100.0%	0		63.49s	699	98	14,139
Inkling	9.8	10.0	100.0%	0		1.81s	708	93	379

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
Qwen3.5-Flash	8.2	7.2	88.9%	1		27.61s	381	89	12,457
Inkling	6.4	5.0	66.7%	2		2.97s	714	347	908

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
Qwen3.5-Flash	10.0	10.0	100.0%	0		10.33s	8,193	309	1,284
Inkling	3.0	10.0	0.0%	0		2.57s	5,949	219	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
Qwen3.5-Flash	3.0	10.0	0.0%	0		48.98s	204	32	37,037
Inkling	3.0	10.0	0.0%	0		3.12s	219	31	643

Badilisha jozi ya ulinganisho

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