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 8.1. Kimi K2.6 (medium) inaongoza kwenye Uaminifu kwa 10.0. GLM 5 (medium) ina Jumla ya gharama ya chini zaidi kwa $0.479. Claude Opus 4.7 (medium) ndiyo ya haraka zaidi kwa 14.12s.

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

Modeli zilizolinganishwa

Nafasi: #210
Jumla ya tokeni za matokeo: 344,502
Muda wa majibu (wastani): 121.25s
Jumla ya gharama: $1.594

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

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

Nafasi: #116
Jumla ya tokeni za matokeo: 57,978
Muda wa majibu (wastani): 14.12s
Jumla ya gharama: $3.636

Muundo unaopendekezwa Claude Opus 4.7 (medium)

It has the best score here (8.1), while responding about 6.8x 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	6.8	6.4	7.2	8.1
Nafasi	#210	#253	#184	#116
Uaminifu	10.0	9.6	10.0	10.0
Uthabiti	8.4	7.1	7.9	9.3
Majaribio	69/69	69/69	66/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	60.9%	60.9%	76.8%	81.2%
Majaribio yasiyo thabiti	4	8	5	2
Jumla ya uendeshaji	69	69	66	69
Gharama kwa matokeo	12.282	6.085	2.552	20.200
Jumla ya gharama	$1.594	$0.841	$0.479	$3.636
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
Bei ya kusoma akiba	$0.160 / 1M	$0.070 / 1M	$0.120 / 1M	$0.500 / 1M
Bei ya kuandika akiba	Haipo	Haipo	Haipo	$6.250 / 1M
Jumla ya tokeni za ingizo	226,880	292,271	212,440	437,293
Tokeni za matokeo	65,346	55,025	22,922	29,102
Tokeni za hoja	331,325	186,071	115,335	28,876
Muda wa majibu (wastani)	121.25s	125.76s	39.05s	14.12s
Muda wa majibu (upeo)	876.20s	566.79s	110.70s	150.60s
Muda wa majibu (jumla)	2667.55s	2137.84s	546.68s	310.55s
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

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.

#210 MoonshotAI: Kimi K2.6

medium

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

#253 MoonshotAI: Kimi K2.5

medium

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

#184 GLM 5

medium

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

#116 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:

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
Kimi K2.6	5.0	10.0	0.0%	0	233.89s	157,967	692	48,460
Kimi K2.5	3.9	9.6	0.0%	0	566.79s	173,775	1,503	18,651
GLM 5	4.7	3.1	33.3%	1	110.70s	177,216	1,352	12,339
Claude Opus 4.7	5.2	3.2	33.3%	1	150.60s	292,044	4,154	23,834

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

Badilisha jozi ya ulinganisho

Claude Opus 4.7mediumvsDeepSeek V4 Flash 0423high 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 Kimi K2.6mediumvsInklinglowInapatikana bure Claude Opus 4.7mediumvsDeepSeek V4 Pro 0423high Qwen3.7 FlashhighvsGLM 5medium Claude Opus 4.8nonevsKimi K2.6medium Claude Sonnet 5.5lowvsKimi K2.6medium Dots 3 Note PreviewhighInapatikana burevsKimi K2.5medium Dots 3 Note PreviewlowInapatikana burevsKimi K2.5medium

Modeli zilizolinganishwa