AI BENCHY Compare

Kwaipilot: KAT-Coder-Pro V2.5 vs Z.ai: GLM 5.2

Muhtasari

GLM 5.2 (high) inaongoza kwa average score: 8.0 vs 8.0. KAT-Coder-Pro V2.5 (low) ina gharama ya chini ya benchmark: $0.220 vs $0.667. KAT-Coder-Pro V2.5 (low) ni ya haraka zaidi: 10.44s vs 37.09s, na pass rates 71.4% vs 77.8%.

Muundo unaopendekezwaKAT-Coder-Pro V2.5 (low)Its score stays close to the best score here (8.0 vs 8.0), while costing about 3.0x less than GLM 5.2 (high).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-14

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 low Toleo: 2026-07-14	GLM 5.2 GLM 5.2 high Toleo: 2026-06-17

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 low Toleo: 2026-07-14	GLM 5.2 GLM 5.2 high Toleo: 2026-06-17
Alama	8.0	8.0
Nafasi	#35	#32
Uaminifu	9.9	9.3
Uthabiti	7.3	7.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	71.4%	77.8%
Majaribio yasiyo thabiti	7	6
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	1.991	4.255
Jumla ya gharama	$0.220	$0.667
Bei ya ingizo	$0.740 / 1M	$0.929 / 1M
Bei ya toleo	$2.960 / 1M	$2.918 / 1M
Jumla ya tokeni za ingizo	42,750	34,993
Tokeni za matokeo	2,167	51,575
Tokeni za hoja	61,133	166,065
Muda wa majibu (wastani)	10.44s	37.09s
Muda wa majibu (upeo)	51.34s	180.69s
Muda wa majibu (jumla)	219.17s	778.91s

Onyesho la kizazi

Hamster playing table tennis

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

#35 KAT-Coder-Pro V2.5

low

Gharama: $0.016
Muda: 47.6s
Tokeni: 5,182 tok

#32 GLM 5.2

high

SVG batili

Gharama: $0.000
Muda: 300.0s
Tokeni: 0 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:

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-Pro V2.5	6.9	5.8	75.0%	2		4.20s	672	277	4,228
GLM 5.2	10.0	10.0	100.0%	0		5.80s	639	406	2,660

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-Pro V2.5	7.8	10.0	66.7%	0		24.87s	7,893	402	24,945
GLM 5.2	6.4	4.4	77.8%	2		73.03s	5,124	2,302	22,546

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-Pro V2.5	10.0	10.0	100.0%	0		14.59s	15,132	394	3,391
GLM 5.2	10.0	10.0	100.0%	0		43.51s	12,696	711	4,267

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-Pro V2.5	10.0	10.0	100.0%	0		4.19s	7,776	288	1,917
GLM 5.2	10.0	10.0	100.0%	0		5.81s	7,143	435	1,414

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-Pro V2.5	4.1	4.4	44.5%	2		17.52s	771	35	16,877
GLM 5.2	3.5	4.4	33.3%	2		73.97s	551	46,693	90,566

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-Pro V2.5	4.1	2.7	33.3%	1		2.32s	516	99	412
GLM 5.2	10.0	10.0	100.0%	0		12.90s	498	63	1,743

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-Pro V2.5	10.0	10.0	100.0%	0		2.53s	699	83	1,008
GLM 5.2	10.0	10.0	100.0%	0		4.26s	678	151	1,210

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-Pro V2.5	6.4	4.4	77.8%	2		3.11s	696	289	1,820
GLM 5.2	6.0	4.6	66.7%	2		33.71s	665	568	22,392

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-Pro V2.5	10.0	10.0	100.0%	0		18.45s	8,391	282	834
GLM 5.2	10.0	10.0	100.0%	0		9.25s	6,861	246	503

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-Pro V2.5	3.0	10.0	0.0%	0		17.06s	204	18	5,701
GLM 5.2	3.0	10.0	0.0%	0		127.82s	138	0	18,764

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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