Modeli zilizolinganishwa

Ulinganisho wa benchmark Claude Sonnet 4.6 (medium) vs Claude Sonnet 5 (medium) vs Claude Opus 4.8 (medium) vs GLM 5.2 (medium): Claude Opus 4.8 (medium) inaongoza kwenye Alama kwa 8.8. Claude Sonnet 4.6 (medium) inaongoza kwenye Uaminifu kwa 10.0. GLM 5.2 (medium) ina Jumla ya gharama ya chini zaidi kwa $0.146. Claude Sonnet 5 (medium) ndiyo ya haraka zaidi kwa 12.54s.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-08-14

Nafasi: #65
Jumla ya tokeni za matokeo: 120,427
Muda wa majibu (wastani): 28.08s
Jumla ya gharama: $2.126

Nafasi: #46
Jumla ya tokeni za matokeo: 63,204
Muda wa majibu (wastani): 12.54s
Jumla ya gharama: $0.922

Nafasi: #26
Jumla ya tokeni za matokeo: 51,927
Muda wa majibu (wastani): 12.97s
Jumla ya gharama: $1.983

Nafasi: #63
Jumla ya tokeni za matokeo: 61,761
Muda wa majibu (wastani): 23.28s
Jumla ya gharama: $0.146

Muundo unaopendekezwa GLM 5.2 (medium)

It offers the best overall trade-off: a competitive score (7.8), lower cost than miundo mingine katika ulinganisho huu, and balanced response time.

Ulinganisho wa kina

Kipimo	Claude Sonnet 4.6 Claude Sonnet 4.6 medium Toleo: 2026-02-17	Claude Sonnet 5 Claude Sonnet 5 medium Toleo: 2026-06-30	Claude Opus 4.8 Claude Opus 4.8 medium Toleo: 2026-05-28	GLM 5.2 GLM 5.2 medium Toleo: 2026-06-17

Kipimo	Claude Sonnet 4.6 Claude Sonnet 4.6 medium Toleo: 2026-02-17	Claude Sonnet 5 Claude Sonnet 5 medium Toleo: 2026-06-30	Claude Opus 4.8 Claude Opus 4.8 medium Toleo: 2026-05-28	GLM 5.2 GLM 5.2 medium Toleo: 2026-06-17
Alama	7.8	8.2	8.8	7.8
Nafasi	#65	#46	#26	#63
Uaminifu	10.0	10.0	10.0	9.5
Uthabiti	9.5	9.0	9.2	8.0
Majaribio	66/66	66/66	66/66	63/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	65.2%	75.8%	83.3%	80.3%
Majaribio yasiyo thabiti	1	3	2	4
Jumla ya uendeshaji	66	66	66	63
Gharama kwa matokeo	15.182	6.144	11.662	2.159
Jumla ya gharama	$2.126	$0.922	$1.983	$0.146
Bei ya ingizo	$3.000 / 1M	$2.000 / 1M	$5.000 / 1M	$0.630 / 1M
Bei ya toleo	$15.000 / 1M	$10.000 / 1M	$25.000 / 1M	$1.981 / 1M
Jumla ya tokeni za ingizo	106,316	145,953	138,448	37,199
Tokeni za matokeo	79,338	52,330	40,765	12,261
Tokeni za hoja	41,089	10,874	11,162	49,500
Muda wa majibu (wastani)	28.08s	12.54s	12.97s	23.28s
Muda wa majibu (upeo)	140.96s	66.71s	70.54s	101.36s
Muda wa majibu (jumla)	421.15s	275.90s	285.29s	488.94s
Vigezo	~1T jumla (~100B vinavyotumika)	~1T jumla (~100B vinavyotumika)	~5T jumla (~500B vinavyotumika)	744B jumla (40B vinavyotumika)
Upatikanaji	Imefungwa	Imefungwa	Imefungwa	Chanzo huria

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#65 Claude Sonnet 4.6

medium

SVG batili

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

#46 Claude Sonnet 5

medium

Gharama: $0.007
Muda: 6.4s
Tokeni: 832 tok

#26 Claude Opus 4.8

medium

Gharama: $0.057
Muda: 23.1s
Tokeni: 2,412 tok

#63 GLM 5.2

medium

Gharama: $0.041
Muda: 195.8s
Tokeni: 9,287 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	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	6.5	10.0	50.0%	2.98s	789	1,046	1,093
Claude Sonnet 5	10.0	10.0	100.0%	3.80s	834	1,220	446
Claude Opus 4.8	10.0	10.0	100.0%	3.95s	834	1,179	478
GLM 5.2	10.0	10.0	100.0%	5.89s	639	497	2,634

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
Claude Sonnet 4.6	5.7	6.6	44.4%	1	33.29s	6,995	16,089	3,686
Claude Sonnet 5	9.0	7.9	88.9%	1	17.28s	10,590	13,153	2,379
Claude Opus 4.8	10.0	10.0	100.0%	0	15.33s	10,590	9,945	1,381
GLM 5.2	8.2	7.2	88.9%	1	40.96s	7,317	1,475	17,123

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	10.0	10.0	100.0%	0	93.65s	75,531	31,916	9,109
Claude Sonnet 5	7.3	6.0	83.3%	1	51.86s	107,934	23,169	5,371
Claude Opus 4.8	9.9	10.0	100.0%	0	54.29s	101,005	19,531	4,762
GLM 5.2	5.0	5.0	50.0%	0	51.96s	12,696	458	4,531

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
Claude Sonnet 4.6	10.0	10.0	100.0%	0	13.90s	8,676	649	742
Claude Sonnet 5	10.0	10.0	100.0%	0	3.16s	10,503	312	0
Claude Opus 4.8	7.1	5.6	83.3%	1	12.29s	10,503	481	312
GLM 5.2	10.0	10.0	100.0%	0	13.44s	7,149	348	2,345

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
Claude Sonnet 4.6	3.0	10.0	0.0%	0	58.37s	495	24,380	22,891
Claude Sonnet 5	5.3	10.0	33.3%	0	20.54s	972	12,137	1,994
Claude Opus 4.8	3.6	7.2	22.2%	1	18.11s	972	7,476	2,987
GLM 5.2	4.1	4.4	44.5%	2	45.47s	551	8,188	11,606

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
Claude Sonnet 4.6	10.0	10.0	100.0%	0	4.94s	564	256	433
Claude Sonnet 5	4.8	3.2	33.3%	1	4.32s	708	264	0
Claude Opus 4.8	10.0	10.0	100.0%	0	2.46s	708	237	0
GLM 5.2	10.0	10.0	100.0%	0	17.39s	498	54	1,842

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	10.0	10.0	100.0%	2.61s	792	318	552
Claude Sonnet 5	9.9	10.0	100.0%	3.10s	909	318	269
Claude Opus 4.8	10.0	10.0	100.0%	3.32s	909	373	320
GLM 5.2	9.9	10.0	100.0%	7.90s	678	94	1,518

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
Claude Sonnet 4.6	10.0	10.0	100.0%	0	5.31s	816	592	646
Claude Sonnet 5	7.7	10.0	66.7%	0	2.98s	894	407	121
Claude Opus 4.8	10.0	10.0	100.0%	0	3.95s	894	791	483
GLM 5.2	8.2	7.2	88.9%	1	13.13s	672	536	4,822

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	10.0	10.0	100.0%	7.48s	11,454	655	351
Claude Sonnet 5	10.0	10.0	100.0%	10.70s	12,351	433	90
Claude Opus 4.8	10.0	10.0	100.0%	8.96s	11,775	301	225
GLM 5.2	10.0	10.0	100.0%	20.41s	6,861	230	550

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Sonnet 4.6	3.0	10.0	0.0%	30.09s	204	3,437	1,586
Claude Sonnet 5	3.0	10.0	0.0%	7.06s	258	917	204
Claude Opus 4.8	3.0	10.0	0.0%	6.14s	258	451	214
GLM 5.2	3.0	10.0	0.0%	34.25s	138	381	2,529

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Claude Opus 4.8mediumvsGemini 3.5 Flash Litehigh Claude Opus 4.8mediumvsGemini 3.6 Flashlow Claude Opus 4.8mediumvsGemini 3.5 Flashlow GPT-5.2 ChatnonevsGLM 5.2medium Claude Sonnet 4.6mediumvsQwen3.7 Flashhigh Kimi K3maxvsGLM 5.2medium Claude Opus 4.8mediumvsMuse Spark 1.2high Claude Opus 4.8lowvsGLM 5.2medium Claude Sonnet 4.6mediumvsGPT-5.2 Chatnone Qwen3.7 FlashhighvsGLM 5.2medium Claude Sonnet 4.6mediumvsKimi K3max Claude Sonnet 5mediumvsQwen3.8 2.4T A95Blow