LongCat 2.0 (high) vs GLM 5 (medium)

Modeli zilizolinganishwa

Nafasi: #138
Jumla ya tokeni za matokeo: 404,635
Muda wa majibu (wastani): 151.67s
Jumla ya gharama: $0.778

Nafasi: #148
Jumla ya tokeni za matokeo: 138,257
Muda wa majibu (wastani): 39.05s
Jumla ya gharama: $0.479

Muundo unaopendekezwa GLM 5 (medium)

Its score stays close to the best score here (7.2 vs 7.3), while costing about 1.6x less than LongCat 2.0 (high).

Ulinganisho wa kina

Kipimo	LongCat 2.0 LongCat 2.0 high Toleo: 2026-07-20	GLM 5 GLM 5 medium Toleo: 2026-02-12

Kipimo	LongCat 2.0 LongCat 2.0 high Toleo: 2026-07-20	GLM 5 GLM 5 medium Toleo: 2026-02-12
Alama	7.3	7.2
Nafasi	#138	#148
Uaminifu	10.0	10.0
Uthabiti	8.5	7.9
Majaribio	69/69	66/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	53.6%	76.8%
Majaribio yasiyo thabiti	4	5
Jumla ya uendeshaji	69	66
Gharama kwa matokeo	5.681	2.552
Jumla ya gharama	$0.778	$0.479
Bei ya ingizo	$0.300 / 1M	$0.600 / 1M
Bei ya toleo	$1.200 / 1M	$1.920 / 1M
Bei ya kusoma akiba	$0.006 / 1M	$0.120 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	275,080	212,440
Tokeni za matokeo	32,447	22,922
Tokeni za hoja	372,188	115,335
Muda wa majibu (wastani)	151.67s	39.05s
Muda wa majibu (upeo)	941.66s	110.70s
Muda wa majibu (jumla)	3488.43s	546.68s
Vigezo	1.6T jumla (48B vinavyotumika)	744B jumla (40B vinavyotumika)
Upatikanaji	Chanzo huria	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.

#138 LongCat 2.0

high

Reached the allocated time limit (600 seconds) without receiving showcase output.

Gharama: $0.000
Muda: 600.0s
Tokeni: 0 tok

#148 GLM 5

medium

Gharama: $0.005
Muda: 20.7s
Tokeni: 2,068 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
LongCat 2.0	10.0	10.0	100.0%	0		116.07s	181,669	1,977	16,016
GLM 5	4.7	3.1	33.3%	1		110.70s	177,216	1,352	12,339

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
LongCat 2.0	8.9	8.1	91.7%	1		7.76s	588	303	3,300
GLM 5	10.0	10.0	100.0%	0		23.66s	555	480	7,056

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
LongCat 2.0	7.8	9.3	66.7%	0		505.33s	6,913	244	192,377
GLM 5	10.0	10.0	100.0%	0		74.30s	7,254	2,997	52,930

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
LongCat 2.0	10.0	10.0	100.0%	0		167.13s	68,941	4,934	49,558
GLM 5	5.0	5.0	50.0%	0		28.96s	12,804	662	3,242

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
LongCat 2.0	3.6	5.8	33.3%	1		10.98s	7,653	197	2,714
GLM 5	7.1	5.6	83.3%	1		8.90s	5,508	567	3,734

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
LongCat 2.0	3.6	7.2	22.2%	1		433.73s	505	23,928	86,947
GLM 5	3.5	4.4	33.3%	2		0ms	260	13,176	14,137

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
LongCat 2.0	5.1	10.0	0.0%	0		17.00s	480	111	1,748
GLM 5	6.1	3.1	66.7%	1		14.69s	477	2,020	2,248

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
LongCat 2.0	6.5	10.0	50.0%	0		6.96s	657	78	1,726
GLM 5	10.0	10.0	100.0%	0		7.25s	636	1,001	2,129

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
LongCat 2.0	3.1	7.4	11.1%	1		9.18s	636	379	2,778
GLM 5	10.0	10.0	100.0%	0		11.33s	609	33	4,076

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
LongCat 2.0	10.0	10.0	100.0%	0		10.02s	6,840	249	505
GLM 5	10.0	10.0	100.0%	0		15.93s	6,935	233	994

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
LongCat 2.0	3.0	10.0	0.0%	0		99.44s	198	47	14,519
GLM 5	3.0	10.0	0.0%	0		67.37s	186	401	12,450

Ulinganisho wa haraka

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