KAT Coder AIR V2.5 (medium) vs Laguna XS 2.1

Modeli zilizolinganishwa

Nafasi: #346
Jumla ya tokeni za matokeo: 66,576
Muda wa majibu (wastani): 8.32s
Jumla ya gharama: $0.048

Nafasi: #335
Jumla ya tokeni za matokeo: 23,173
Muda wa majibu (wastani): 4.56s
Jumla ya gharama: $0.020

Muundo unaopendekezwa Laguna XS 2.1

It has the best score here (5.3), while costing about 2.5x less than KAT Coder AIR V2.5 (medium).

Ulinganisho wa kina

Kipimo	KAT Coder AIR V2.5 KAT Coder AIR V2.5 medium Toleo: 2026-07-14	Laguna XS 2.1 Laguna XS 2.1 none Toleo: 2026-07-02 Inapatikana bure

Kipimo	KAT Coder AIR V2.5 KAT Coder AIR V2.5 medium Toleo: 2026-07-14	Laguna XS 2.1 Laguna XS 2.1 none Toleo: 2026-07-02 Inapatikana bure
Alama	5.1	5.3
Nafasi	#346	#335
Uaminifu	9.6	10.0
Uthabiti	8.9	9.1
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	43.5%	29.0%
Majaribio yasiyo thabiti	3	3
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.596	0.380
Jumla ya gharama	$0.048	$0.020
Bei ya ingizo	$0.150 / 1M	$0.060 / 1M
Bei ya toleo	$0.600 / 1M	$0.120 / 1M
Bei ya kusoma akiba	Haipo	$0.030 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	51,369	270,072
Tokeni za matokeo	8,008	23,173
Tokeni za hoja	58,568	0
Muda wa majibu (wastani)	8.32s	4.56s
Muda wa majibu (upeo)	48.19s	70.79s
Muda wa majibu (jumla)	191.40s	104.80s
Vigezo	~35B jumla (~3B vinavyotumika)	33B jumla (3B vinavyotumika)
Upatikanaji	Imefungwa	Uzani unapatikana

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.

#346 KAT Coder AIR V2.5

medium

Gharama: $0.003
Muda: 23.7s
Tokeni: 4,924 tok

#335 Laguna XS 2.1

none

Gharama: $0.001
Muda: 27.6s
Tokeni: 4,344 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
KAT Coder AIR V2.5	3.0	10.0	0.0%	0		1.05s	0	0	0
Laguna XS 2.1	5.0	10.0	0.0%	0		70.79s	178,465	9,796	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
KAT Coder AIR V2.5	8.7	8.0	91.7%	1		3.79s	672	549	4,194
Laguna XS 2.1	5.3	8.3	33.3%	1		755ms	774	1,015	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
KAT Coder AIR V2.5	3.6	7.0	22.2%	1		23.37s	7,893	5,199	29,973
Laguna XS 2.1	4.3	7.8	22.2%	1		623ms	7,995	562	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
KAT Coder AIR V2.5	6.5	10.0	50.0%	0		19.56s	23,854	435	6,811
Laguna XS 2.1	3.0	10.0	0.0%	0		10.39s	64,647	10,328	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
KAT Coder AIR V2.5	6.5	10.0	50.0%	0		3.65s	7,776	268	1,881
Laguna XS 2.1	10.0	10.0	100.0%	0		768ms	7,734	240	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
KAT Coder AIR V2.5	3.0	10.0	0.0%	0		6.58s	668	673	4,670
Laguna XS 2.1	5.3	10.0	33.3%	0		303ms	843	14	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
KAT Coder AIR V2.5	5.0	10.0	0.0%	0		9.81s	516	189	557
Laguna XS 2.1	5.0	10.0	0.0%	0		529ms	537	128	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
KAT Coder AIR V2.5	10.0	10.0	100.0%	0		1.50s	699	93	730
Laguna XS 2.1	3.8	5.8	33.3%	1		364ms	638	50	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
KAT Coder AIR V2.5	3.6	7.2	22.2%	1		1.87s	696	265	1,184
Laguna XS 2.1	3.0	10.0	0.0%	0		1.01s	771	730	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
KAT Coder AIR V2.5	10.0	10.0	100.0%	0		4.77s	8,391	317	906
Laguna XS 2.1	10.0	10.0	100.0%	0		1.36s	7,413	300	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
KAT Coder AIR V2.5	3.0	10.0	0.0%	0		15.74s	204	20	7,662
Laguna XS 2.1	3.0	10.0	0.0%	0		254ms	255	10	0

Badilisha jozi ya ulinganisho

Mercury 2.5lowvsKAT Coder AIR V2.5medium KAT Coder AIR V2.5mediumvsMiMo-V2.5-Pronone KAT Coder AIR V2.5mediumvsMistral Small 4none Apodex 1.1 MinidefaultInapatikana burevsKAT Coder AIR V2.5medium Granite 4.2 8BlowvsLaguna XS 2.1noneInapatikana bure Laguna XS 2.1noneInapatikana burevsInkling SmalllowInapatikana bure Nemotron 3.5 LightninghighInapatikana burevsLaguna XS 2.1noneInapatikana bure KAT Coder AIR V2.5mediumvsNemotron 3.5 LightninghighInapatikana bure Mercury 2.5 PreviewlowvsKAT Coder AIR V2.5medium Ling 3.0 FlashnonevsKAT Coder AIR V2.5medium Laguna XS 2.1noneInapatikana burevsStep 3.5 Flashmedium KAT Coder AIR V2.5highvsLaguna XS 2.1noneInapatikana bure