Thinking Machines: Inkling vs Z.ai: GLM 5.2

average score iko karibu sawa: 8.0 vs 8.0. GLM 5.2 (high) ina gharama ya chini ya benchmark: $0.296 vs $1.006. GLM 5.2 (high) ni ya haraka zaidi: 62.65s vs 64.16s, na pass rates 77.3% vs 71.2%.

Muundo unaopendekezwaGLM 5.2 (high)It has the best score here (8.0), while costing about 3.4x less than Inkling (high).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-18

Kipimo	Inkling Inkling high Toleo: 2026-07-18	GLM 5.2 GLM 5.2 high Toleo: 2026-06-17

Kipimo	Inkling Inkling high Toleo: 2026-07-18	GLM 5.2 GLM 5.2 high Toleo: 2026-06-17
Alama	8.0	8.0
Nafasi	#28	#31
Uaminifu	9.8	10.0
Uthabiti	8.9	8.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	77.3%	71.2%
Majaribio yasiyo thabiti	3	3
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	6.704	5.873
Jumla ya gharama	$1.006	$0.296
Bei ya ingizo	$1.000 / 1M	$0.293 / 1M
Bei ya toleo	$4.050 / 1M	$0.920 / 1M
Jumla ya tokeni za ingizo	86,746	83,813
Tokeni za matokeo	6,055	69,688
Tokeni za hoja	220,791	225,659
Muda wa majibu (wastani)	64.16s	62.65s
Muda wa majibu (upeo)	327.51s	599.43s
Muda wa majibu (jumla)	1411.59s	1378.34s

Hamster playing table tennis

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

#28 Thinking Machines: Inkling

high

Gharama: $0.005
Muda: 32.2s
Tokeni: 1,275 tok

#31 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
Inkling	10.0	10.0	100.0%	0		12.68s	702	455	7,204
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
Inkling	8.5	10.0	66.7%	0		148.36s	7,374	430	78,982
GLM 5.2	6.4	8.6	33.3%	0		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
Inkling	7.3	5.8	83.3%	1		63.78s	61,296	3,854	19,895
GLM 5.2	10.0	10.0	100.0%	0		321.47s	61,516	18,824	63,861

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
Inkling	10.0	10.0	100.0%	0		8.19s	7,068	216	2,349
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
Inkling	7.7	10.0	66.7%	0		186.39s	683	59	76,777
GLM 5.2	3.7	6.5	22.2%	1		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
Inkling	10.0	10.0	100.0%	0		6.53s	501	182	1,151
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
Inkling	9.8	10.0	100.0%	0		7.00s	708	93	2,098
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
Inkling	6.9	4.9	77.8%	2		10.69s	714	429	4,623
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
Inkling	3.0	10.0	0.0%	0		6.52s	7,481	307	601
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
Inkling	3.0	10.0	0.0%	0		153.57s	219	30	27,111
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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