Modeli zilizolinganishwa

Ulinganisho wa benchmark GLM 5 (medium) vs GLM 5.1 (medium) vs Kimi K2.5 (medium) vs Qwen3.6 Plus Preview (medium): GLM 5.1 (medium) inaongoza kwenye Alama kwa 7.5. GLM 5 (medium) inaongoza kwenye Uaminifu kwa 10.0. Qwen3.6 Plus Preview (medium) ina Jumla ya gharama ya chini zaidi kwa $0.000. Qwen3.6 Plus Preview (medium) ndiyo ya haraka zaidi kwa 15.25s.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-26

Modeli zilizolinganishwa

Nafasi: #184
Jumla ya tokeni za matokeo: 120,942
Muda wa majibu (wastani): 39.05s
Jumla ya gharama: $0.479

Nafasi: #156
Jumla ya tokeni za matokeo: 245,833
Muda wa majibu (wastani): 66.38s
Jumla ya gharama: $1.546

Nafasi: #253
Jumla ya tokeni za matokeo: 209,217
Muda wa majibu (wastani): 125.76s
Jumla ya gharama: $0.841

Nafasi: #407
Jumla ya tokeni za matokeo: 63,350
Muda wa majibu (wastani): 15.25s
Jumla ya gharama: $0.000

Muundo unaopendekezwa GLM 5 (medium)

Its score stays close to the best score here (7.2 vs 7.5), while costing about 2.5x less than miundo mingine katika ulinganisho huu.

Ulinganisho wa kina

Kipimo	GLM 5 GLM 5 medium Toleo: 2026-02-12	GLM 5.1 GLM 5.1 medium Toleo: 2026-04-07	Kimi K2.5 Kimi K2.5 medium Toleo: 2026-01-27	Qwen3.6 Plus Preview Qwen3.6 Plus Preview medium Toleo: 2026-04-20 Inapatikana bure

Kipimo	GLM 5 GLM 5 medium Toleo: 2026-02-12	GLM 5.1 GLM 5.1 medium Toleo: 2026-04-07	Kimi K2.5 Kimi K2.5 medium Toleo: 2026-01-27	Qwen3.6 Plus Preview Qwen3.6 Plus Preview medium Toleo: 2026-04-20 Inapatikana bure
Alama	7.2	7.5	6.4	4.0
Nafasi	#184	#156	#253	#407
Uaminifu	10.0	9.2	9.6	Haipo
Uthabiti	7.9	8.4	7.1	8.3
Majaribio	66/69	69/69	69/69	57/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	76.8%	66.7%	60.9%	39.1%
Majaribio yasiyo thabiti	5	4	8	0
Jumla ya uendeshaji	66	69	69	57
Gharama kwa matokeo	2.552	9.004	6.085	0.000
Jumla ya gharama	$0.479	$1.546	$0.841	$0.000
Bei ya ingizo	$0.600 / 1M	$1.400 / 1M	$0.450 / 1M	$0.000 / 1M
Bei ya toleo	$1.920 / 1M	$4.400 / 1M	$2.250 / 1M	$0.000 / 1M
Bei ya kusoma akiba	$0.120 / 1M	$0.260 / 1M	$0.070 / 1M	Haipo
Bei ya kuandika akiba	Haipo	Haipo	Haipo	Haipo
Jumla ya tokeni za ingizo	212,440	331,577	292,271	32,639
Tokeni za matokeo	22,922	17,919	55,025	1,153
Tokeni za hoja	115,335	230,789	186,071	62,197
Muda wa majibu (wastani)	39.05s	66.38s	125.76s	15.25s
Muda wa majibu (upeo)	110.70s	308.75s	566.79s	43.55s
Muda wa majibu (jumla)	546.68s	1460.31s	2137.84s	182.96s
Vigezo	744B jumla (40B vinavyotumika)	744B jumla (40B vinavyotumika)	1T jumla (32B vinavyotumika)	~397B jumla (~17B vinavyotumika)
Upatikanaji	Chanzo huria	Chanzo huria	Uzani unapatikana	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.

#184 GLM 5

medium

Gharama: $0.005
Muda: 20.7s
Tokeni: 2,068 tok

#156 GLM 5.1

medium

Reached the allocated time limit (300 seconds) without receiving showcase output.

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

#253 MoonshotAI: Kimi K2.5

medium

Gharama: $0.030
Muda: 58.6s
Tokeni: 8,683 tok

#407 Qwen3.6 Plus Preview

medium

Hakuna matokeo ya onyesho yaliyozalishwa kwa modeli hii bado.

Gharama: Haipo
Muda: -
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:

Kazi za mawakala	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	4.7	3.1	33.3%	1	110.70s	177,216	1,352	12,339
GLM 5.1	10.0	10.0	100.0%	0	225.59s	248,985	1,830	30,989
Kimi K2.5	3.9	9.6	0.0%	0	566.79s	173,775	1,503	18,651
Qwen3.6 Plus Preview	0.0	0.0	0.0%	0	0ms	0	0	0

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	10.0	10.0	100.0%	0	23.66s	555	480	7,056
GLM 5.1	10.0	10.0	100.0%	0	8.31s	555	401	5,122
Kimi K2.5	7.3	5.8	83.3%	2	51.38s	634	2,789	8,880
Qwen3.6 Plus Preview	8.3	10.0	75.0%	0	11.69s	501	61	5,812

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	10.0	10.0	100.0%	0	74.30s	7,254	2,997	52,930
GLM 5.1	4.6	3.7	44.5%	2	109.63s	5,702	4,871	37,826
Kimi K2.5	6.1	4.6	66.7%	2	217.49s	6,935	5,705	74,693
Qwen3.6 Plus Preview	1.0	3.3	0.0%	0	0ms	0	0	0

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	5.0	5.0	50.0%	28.96s	12,804	662	3,242
GLM 5.1	9.8	10.0	100.0%	175.93s	66,926	4,761	65,248
Kimi K2.5	6.7	9.1	50.0%	89.19s	95,416	14,448	11,209
Qwen3.6 Plus Preview	5.0	5.0	50.0%	34.95s	14,934	452	13,073

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	7.1	5.6	83.3%	1	8.90s	5,508	567	3,734
GLM 5.1	10.0	10.0	100.0%	0	9.33s	7,107	991	4,552
Kimi K2.5	10.0	10.0	100.0%	0	49.78s	7,020	563	7,940
Qwen3.6 Plus Preview	10.0	10.0	100.0%	0	14.95s	7,782	270	10,706

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	3.5	4.4	33.3%	2	0ms	260	13,176	14,137
GLM 5.1	3.0	10.0	0.0%	0	113.95s	458	969	74,651
Kimi K2.5	2.9	4.4	22.2%	2	111.65s	533	12,151	32,741
Qwen3.6 Plus Preview	3.0	10.0	0.0%	0	22.08s	665	49	26,895

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	6.1	3.1	66.7%	1	14.69s	477	2,020	2,248
GLM 5.1	10.0	10.0	100.0%	0	20.95s	477	2,875	2,875
Kimi K2.5	6.5	3.4	66.7%	1	69.73s	480	3,815	4,262
Qwen3.6 Plus Preview	3.0	10.0	0.0%	0	0ms	0	0	0

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	10.0	10.0	100.0%	0	7.25s	636	1,001	2,129
GLM 5.1	6.4	5.8	66.7%	1	7.47s	634	204	1,617
Kimi K2.5	10.0	10.0	100.0%	0	92.47s	675	5,371	6,547
Qwen3.6 Plus Preview	6.5	10.0	50.0%	0	3.40s	381	27	1,383

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	10.0	10.0	100.0%	0	11.33s	609	33	4,076
GLM 5.1	8.2	7.2	88.9%	1	31.64s	609	935	5,730
Kimi K2.5	5.3	7.3	44.4%	1	43.23s	659	8,426	12,692
Qwen3.6 Plus Preview	5.3	10.0	33.3%	0	7.52s	183	27	2,998

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	10.0	10.0	100.0%	15.93s	6,935	233	994
GLM 5.1	3.0	10.0	0.0%	0ms	0	0	0
Kimi K2.5	10.0	10.0	100.0%	31.74s	5,933	242	812
Qwen3.6 Plus Preview	10.0	10.0	100.0%	5.87s	8,193	267	1,330

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5	3.0	10.0	0.0%	67.37s	186	401	12,450
GLM 5.1	3.0	10.0	0.0%	29.40s	124	82	2,179
Kimi K2.5	3.0	10.0	0.0%	83.95s	211	12	7,644
Qwen3.6 Plus Preview	3.0	10.0	0.0%	0ms	0	0	0

Badilisha jozi ya ulinganisho

Space Bunny AlphahighvsGLM 5.1medium Kimi K2.5mediumvsBeam 1.0 501B A23Blow Step 3.7 FlashlowvsGLM 5medium Minimax M3.1 FlashxhighInapatikana burevsKimi K2.5medium Gemini 3.5 FlashminimalvsKimi K2.5medium Qwen3.7 FlashhighvsGLM 5medium Dots 3 Note PreviewhighInapatikana burevsKimi K2.5medium Dots 3 Note PreviewlowInapatikana burevsKimi K2.5medium Claude Opus 5nonevsGLM 5medium Qwen3.8 27BlowInapatikana burevsGLM 5.1medium GPT-6 LunalowvsGLM 5.1medium Claude Opus 4.8lowvsGLM 5medium

Modeli zilizolinganishwa