Modeli zilizolinganishwa

Ulinganisho wa benchmark Kimi K2.6 (medium) vs Kimi K2.5 (medium) vs GLM 5 (medium) vs Claude Opus 4.7 (medium): Claude Opus 4.7 (medium) inaongoza kwenye Alama kwa 8.7. Kimi K2.6 (medium) inaongoza kwenye Uaminifu kwa 10.0. GLM 5 (medium) ina Jumla ya gharama ya chini zaidi kwa $0.228. Claude Opus 4.7 (medium) ndiyo ya haraka zaidi kwa 7.62s.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-09-10

Modeli zilizolinganishwa

Nafasi: #128
Jumla ya tokeni za matokeo: 347,519
Muda wa majibu (wastani): 115.89s
Jumla ya gharama: $1.247

Nafasi: #147
Jumla ya tokeni za matokeo: 220,942
Muda wa majibu (wastani): 98.19s
Jumla ya gharama: $0.479

Nafasi: #92
Jumla ya tokeni za matokeo: 124,566
Muda wa majibu (wastani): 33.54s
Jumla ya gharama: $0.228

Nafasi: #43
Jumla ya tokeni za matokeo: 29,990
Muda wa majibu (wastani): 7.62s
Jumla ya gharama: $1.476

Muundo unaopendekezwa Claude Opus 4.7 (medium)

It has the best score here (8.7), while responding about 10.8x faster than miundo mingine katika ulinganisho huu.

Ulinganisho wa kina

Kipimo	Kimi K2.6 Kimi K2.6 medium Toleo: 2026-04-20	Kimi K2.5 Kimi K2.5 medium Toleo: 2026-01-27	GLM 5 GLM 5 medium Toleo: 2026-02-12	Claude Opus 4.7 Claude Opus 4.7 medium Toleo: 2026-04-16

Kipimo	Kimi K2.6 Kimi K2.6 medium Toleo: 2026-04-20	Kimi K2.5 Kimi K2.5 medium Toleo: 2026-01-27	GLM 5 GLM 5 medium Toleo: 2026-02-12	Claude Opus 4.7 Claude Opus 4.7 medium Toleo: 2026-04-16
Alama	7.2	7.0	7.7	8.7
Nafasi	#128	#147	#92	#43
Uaminifu	10.0	10.0	10.0	10.0
Uthabiti	8.3	7.0	8.1	9.6
Majaribio	66/66	66/66	63/66	66/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	63.6%	63.6%	78.8%	83.3%
Majaribio yasiyo thabiti	4	8	4	1
Jumla ya uendeshaji	66	66	63	66
Gharama kwa matokeo	10.029	4.849	1.668	8.200
Jumla ya gharama	$1.247	$0.479	$0.228	$1.476
Bei ya ingizo	$0.950 / 1M	$0.450 / 1M	$0.600 / 1M	$5.000 / 1M
Bei ya toleo	$4.000 / 1M	$2.250 / 1M	$1.920 / 1M	$25.000 / 1M
Jumla ya tokeni za ingizo	68,913	118,496	35,224	145,249
Tokeni za matokeo	64,654	53,522	21,570	24,948
Tokeni za hoja	282,865	167,420	102,996	5,042
Muda wa majibu (wastani)	115.89s	98.19s	33.54s	7.62s
Muda wa majibu (upeo)	876.20s	281.00s	99.85s	65.40s
Muda wa majibu (jumla)	2433.66s	1571.05s	435.99s	159.94s
Vigezo	1T jumla (32B vinavyotumika)	1T jumla (32B vinavyotumika)	744B jumla (40B vinavyotumika)	~5T jumla (~500B vinavyotumika)
Upatikanaji	Uzani unapatikana	Uzani unapatikana	Chanzo huria	Imefungwa

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#128 MoonshotAI: Kimi K2.6

medium

Gharama: $0.013
Muda: 103.4s
Tokeni: 3,620 tok

#147 MoonshotAI: Kimi K2.5

medium

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

#92 GLM 5

medium

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

#43 Claude Opus 4.7

medium

Gharama: $0.059
Muda: 26.8s
Tokeni: 2,475 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	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Kimi K2.6	7.0	8.0	66.7%	1	11.59s	618	7,115	8,934
Kimi K2.5	7.3	5.8	83.3%	2	51.38s	634	2,789	8,880
GLM 5	10.0	10.0	100.0%	0	23.66s	555	480	7,056
Claude Opus 4.7	8.3	10.0	75.0%	0	1.85s	894	348	0

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
Kimi K2.6	5.7	8.6	33.3%	0	214.42s	2,925	9,970	77,189
Kimi K2.5	6.1	4.6	66.7%	2	217.49s	6,935	5,705	74,693
GLM 5	10.0	10.0	100.0%	0	74.30s	7,254	2,997	52,930
Claude Opus 4.7	7.6	7.2	77.8%	1	12.96s	10,635	7,629	1,114

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
Kimi K2.6	6.9	5.9	66.7%	1	458.58s	50,723	9,468	39,642
Kimi K2.5	6.7	9.1	50.0%	0	89.19s	95,416	14,448	11,209
GLM 5	5.0	5.0	50.0%	0	28.96s	12,804	662	3,242
Claude Opus 4.7	10.0	10.0	100.0%	0	43.42s	104,347	15,459	3,928

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
Kimi K2.6	10.0	10.0	100.0%	0	20.38s	7,014	316	11,305
Kimi K2.5	10.0	10.0	100.0%	0	49.78s	7,020	563	7,940
GLM 5	7.1	5.6	83.3%	1	8.90s	5,508	567	3,734
Claude Opus 4.7	10.0	10.0	100.0%	0	2.37s	10,533	324	0

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
Kimi K2.6	5.3	7.2	44.4%	1	264.43s	337	9	101,267
Kimi K2.5	2.9	4.4	22.2%	2	111.65s	533	12,151	32,741
GLM 5	3.5	4.4	33.3%	2	0ms	260	13,176	14,137
Claude Opus 4.7	7.7	10.0	66.7%	0	1.19s	627	51	0

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
Kimi K2.6	10.0	10.0	100.0%	0	17.83s	477	3,981	4,472
Kimi K2.5	6.5	3.4	66.7%	1	69.73s	480	3,815	4,262
GLM 5	6.1	3.1	66.7%	1	14.69s	477	2,020	2,248
Claude Opus 4.7	10.0	10.0	100.0%	0	2.87s	723	256	0

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Kimi K2.6	10.0	10.0	100.0%	12.53s	669	3,977	5,269
Kimi K2.5	10.0	10.0	100.0%	92.47s	675	5,371	6,547
GLM 5	10.0	10.0	100.0%	7.25s	636	1,001	2,129
Claude Opus 4.7	10.0	10.0	100.0%	1.57s	939	114	0

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
Kimi K2.6	6.0	7.4	55.6%	1	25.06s	651	13,860	17,599
Kimi K2.5	5.3	7.3	44.4%	1	43.23s	659	8,426	12,692
GLM 5	10.0	10.0	100.0%	0	11.33s	609	33	4,076
Claude Opus 4.7	10.0	10.0	100.0%	0	2.43s	939	370	0

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Kimi K2.6	10.0	10.0	100.0%	8.92s	5,286	248	1,011
Kimi K2.5	10.0	10.0	100.0%	31.74s	5,933	242	812
GLM 5	10.0	10.0	100.0%	15.93s	6,935	233	994
Claude Opus 4.7	10.0	10.0	100.0%	4.17s	15,339	373	0

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Kimi K2.6	3.0	10.0	0.0%	130.27s	213	15,710	16,177
Kimi K2.5	3.0	10.0	0.0%	83.95s	211	12	7,644
GLM 5	3.0	10.0	0.0%	67.37s	186	401	12,450
Claude Opus 4.7	3.0	10.0	0.0%	2.25s	273	24	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Seed-2.0-CodelowvsGLM 5medium Claude Opus 4.7mediumvsGLM 5.3 Flashmax KAT-Coder-Pro V2.5highvsKimi K2.6medium Claude Opus 4.7mediumvsGemini 3.6 Flashlow Claude Opus 4.8nonevsKimi K2.6medium Kimi K2.5mediumvsGPT-5.5none Qwen3.7 FlashhighvsGLM 5medium Muse Glimmer 30BhighvsKimi K2.6medium Claude Opus 4.8lowvsGLM 5medium Claude Fable 5.1lowvsKimi K2.5medium Claude Opus 4.7mediumvsMuse Spark 1.2high Claude Opus 4.7mediumvsGemini 3.5 Flash Litehigh