Qwen3.8 Max (0902) (medium) vs Pareto (default)

Modeli zilizolinganishwa

Nafasi: #52
Jumla ya tokeni za matokeo: 92,998
Muda wa majibu (wastani): 30.42s
Jumla ya gharama: $1.096

Nafasi: #47
Jumla ya tokeni za matokeo: 128,144
Muda wa majibu (wastani): 33.47s
Jumla ya gharama: $1.520

Muundo unaopendekezwa Qwen3.8 Max (0902) (medium)

It offers the best overall trade-off: a competitive score (9.0), lower cost than Pareto (default), and balanced response time.

Ulinganisho wa kina

Kipimo	Qwen3.8 Max (0902) Qwen3.8 Max (0902) medium Toleo: 2026-09-07	Pareto Pareto default Toleo: 2026-09-18

Kipimo	Qwen3.8 Max (0902) Qwen3.8 Max (0902) medium Toleo: 2026-09-07	Pareto Pareto default Toleo: 2026-09-18
Alama	9.0	9.1
Nafasi	#52	#47
Uaminifu	10.0	10.0
Uthabiti	9.3	9.2
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	84.1%	87.0%
Majaribio yasiyo thabiti	2	2
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	6.084	8.000
Jumla ya gharama	$1.096	$1.520
Bei ya ingizo	$2.000 / 1M	$2.500 / 1M
Bei ya toleo	$6.000 / 1M	$7.500 / 1M
Bei ya kusoma akiba	$0.250 / 1M	$0.250 / 1M
Bei ya kuandika akiba	$2.500 / 1M	Haipo
Jumla ya tokeni za ingizo	268,540	223,559
Tokeni za matokeo	7,499	128,144
Tokeni za hoja	85,499	0
Muda wa majibu (wastani)	30.42s	33.47s
Muda wa majibu (upeo)	168.09s	143.33s
Muda wa majibu (jumla)	699.68s	769.84s
Vigezo	2.4T jumla (~100B vinavyotumika)	-
Upatikanaji	Imefungwa	Imefungwa

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.

#52 Qwen3.8 Max (0902)

medium

Gharama: $0.036
Muda: 108.3s
Tokeni: 5,980 tok

#47 Pareto

default

Gharama: $0.034
Muda: 170.7s
Tokeni: 4,581 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 Max (0902)	10.0	10.0	100.0%	0		127.50s	172,217	1,538	10,782
Pareto	10.0	10.0	100.0%	0		76.54s	112,825	8,914	0

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 Max (0902)	10.0	10.0	100.0%	0		5.03s	672	295	2,003
Pareto	10.0	10.0	100.0%	0		6.39s	703	2,173	0

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 Max (0902)	8.4	7.4	88.9%	1		45.74s	7,893	551	20,628
Pareto	10.0	10.0	100.0%	0		50.12s	7,471	1,949	0

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 Max (0902)	10.0	10.0	100.0%	0		94.38s	68,852	3,895	24,303
Pareto	7.2	9.1	50.0%	0		53.54s	85,180	98,580	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
Qwen3.8 Max (0902)	10.0	10.0	100.0%	0		10.54s	7,782	261	2,591
Pareto	10.0	10.0	100.0%	0		2.57s	7,728	1,371	0

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 Max (0902)	3.6	7.2	22.2%	1		49.45s	780	44	19,572
Pareto	7.7	10.0	66.7%	0		98.85s	858	8,379	0

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 Max (0902)	10.0	10.0	100.0%	0		7.56s	516	202	689
Pareto	10.0	10.0	100.0%	0		8.63s	492	260	0

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 Max (0902)	10.0	10.0	100.0%	0		4.24s	699	90	886
Pareto	10.0	10.0	100.0%	0		4.95s	667	507	0

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 Max (0902)	10.0	10.0	100.0%	0		5.89s	696	353	1,599
Pareto	8.2	7.2	88.9%	1		18.24s	624	4,433	0

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 Max (0902)	10.0	10.0	100.0%	0		5.93s	8,229	249	194
Pareto	10.0	10.0	100.0%	0		3.29s	6,762	963	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
Qwen3.8 Max (0902)	3.0	10.0	0.0%	0		17.01s	204	21	2,252
Pareto	2.8	1.6	33.3%	1		32.07s	249	615	0

Badilisha jozi ya ulinganisho

Seed 2.1 TurbohighvsParetodefault Muse WonderlowvsParetodefault Muse WonderminimalvsParetodefault Gemini 3.5 FlashlowvsQwen3.8 Max (0902)medium Muse Spark 1.3highvsParetodefault Claude Haiku 5.5xhighvsParetodefault GPT-5.3-CodexmediumvsParetodefault Gemini 3.5 Flash LitehighvsQwen3.8 Max (0902)medium Qwen3.8 Max (0902)highvsParetodefault Muse Spark OpenxhighvsQwen3.8 Max (0902)medium Claude Opus 5lowvsQwen3.8 Max (0902)medium Muse Spark OpenxhighvsParetodefault