Modeli zilizolinganishwa

Ulinganisho wa benchmark DeepSeek V4 Flash (high) vs DeepSeek V4 Pro (high) vs Kimi K2.6 (medium) vs GLM 5 (medium): GLM 5 (medium) inaongoza kwenye Alama kwa 7.7. DeepSeek V4 Flash (high) inaongoza kwenye Uaminifu kwa 10.0. DeepSeek V4 Flash (high) ina Jumla ya gharama ya chini zaidi kwa $0.060. GLM 5 (medium) ndiyo ya haraka zaidi kwa 33.54s.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-08-07

Nafasi: #62
Jumla ya tokeni za matokeo: 168,165
Muda wa majibu (wastani): 49.75s
Jumla ya gharama: $0.060

Nafasi: #63
Jumla ya tokeni za matokeo: 189,181
Muda wa majibu (wastani): 79.14s
Jumla ya gharama: $0.200

Nafasi: #88
Jumla ya tokeni za matokeo: 391,540
Muda wa majibu (wastani): 109.98s
Jumla ya gharama: $0.746

Nafasi: #59
Jumla ya tokeni za matokeo: 124,566
Muda wa majibu (wastani): 33.54s
Jumla ya gharama: $0.307

Muundo unaopendekezwa DeepSeek V4 Flash (high)

Its score stays close to the best score here (7.7 vs 7.7), while costing about 7.0x less than miundo mingine katika ulinganisho huu.

Ulinganisho wa kina

Kipimo	DeepSeek V4 Flash DeepSeek V4 Flash high Toleo: 2026-04-24	DeepSeek V4 Pro DeepSeek V4 Pro high Toleo: 2026-04-24	Kimi K2.6 Kimi K2.6 medium Toleo: 2026-04-20	GLM 5 GLM 5 medium Toleo: 2026-02-12

Kipimo	DeepSeek V4 Flash DeepSeek V4 Flash high Toleo: 2026-04-24	DeepSeek V4 Pro DeepSeek V4 Pro high Toleo: 2026-04-24	Kimi K2.6 Kimi K2.6 medium Toleo: 2026-04-20	GLM 5 GLM 5 medium Toleo: 2026-02-12
Alama	7.7	7.7	7.2	7.7
Nafasi	#62	#63	#88	#59
Uaminifu	10.0	10.0	9.4	10.0
Uthabiti	8.2	7.7	8.3	8.1
Ufunikaji wa benchmark	majaribio 22/22 · marudio 66/66	majaribio 22/22 · marudio 66/66	majaribio 22/22 · marudio 66/66	majaribio 21/22 · marudio 63/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	72.7%	63.6%	63.6%	78.8%
Majaribio yasiyo thabiti	5	6	4	4
Jumla ya uendeshaji	66	66	66	63
Gharama kwa matokeo	0.402	2.000	9.821	1.668
Jumla ya gharama	$0.060	$0.200	$0.746	$0.307
Bei ya ingizo	$0.140 / 1M	$0.435 / 1M	$0.580 / 1M	$0.950 / 1M
Bei ya toleo	$0.280 / 1M	$0.870 / 1M	$2.440 / 1M	$2.551 / 1M
Jumla ya tokeni za ingizo	108,392	90,748	68,902	35,224
Tokeni za matokeo	14,478	10,462	111,680	21,570
Tokeni za hoja	153,687	178,719	279,860	102,996
Muda wa majibu (wastani)	49.75s	79.14s	109.98s	33.54s
Muda wa majibu (upeo)	218.13s	416.76s	876.20s	99.85s
Muda wa majibu (jumla)	1094.41s	1740.97s	2309.56s	435.99s

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#62 DeepSeek V4 Flash

high

Gharama: $0.003
Muda: 93.1s
Tokeni: 7,926 tok

#63 DeepSeek V4 Pro

high

Gharama: $0.023
Muda: 257.6s
Tokeni: 14,870 tok

#88 MoonshotAI: Kimi K2.6

medium

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

#59 GLM 5

medium

Gharama: $0.005
Muda: 20.7s
Tokeni: 2,068 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
DeepSeek V4 Flash	8.3	10.0	75.0%	0	28.51s	540	140	7,770
DeepSeek V4 Pro	5.7	5.9	58.3%	2	25.70s	536	149	3,214
Kimi K2.6	7.0	8.0	66.7%	1	11.59s	618	7,115	8,934
GLM 5	10.0	10.0	100.0%	0	23.66s	555	480	7,056

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V4 Flash	7.8	10.0	66.7%	50.60s	7,279	395	34,862
DeepSeek V4 Pro	6.3	8.7	33.3%	243.00s	5,090	383	84,580
Kimi K2.6	5.7	8.6	33.3%	214.42s	2,925	9,970	77,189
GLM 5	10.0	10.0	100.0%	74.30s	7,254	2,997	52,930

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
DeepSeek V4 Flash	6.4	5.8	66.7%	1	104.10s	82,663	4,633	37,533
DeepSeek V4 Pro	10.0	10.0	100.0%	0	78.99s	66,082	4,582	25,404
Kimi K2.6	6.9	5.9	66.7%	1	458.58s	50,723	9,468	39,642
GLM 5	5.0	5.0	50.0%	0	28.96s	12,804	662	3,242

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
DeepSeek V4 Flash	10.0	10.0	100.0%	0	28.03s	7,290	201	1,179
DeepSeek V4 Pro	10.0	10.0	100.0%	0	25.03s	7,690	274	2,166
Kimi K2.6	10.0	10.0	100.0%	0	20.38s	7,014	316	11,305
GLM 5	7.1	5.6	83.3%	1	8.90s	5,508	567	3,734

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
DeepSeek V4 Flash	4.1	4.4	44.5%	2	100.31s	666	27	59,249
DeepSeek V4 Pro	3.6	7.2	22.2%	1	151.46s	569	4,404	50,391
Kimi K2.6	5.3	7.2	44.4%	1	202.38s	326	47,035	98,262
GLM 5	3.5	4.4	33.3%	2	0ms	260	13,176	14,137

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
DeepSeek V4 Flash	6.1	3.1	66.7%	1	25.15s	471	79	632
DeepSeek V4 Pro	10.0	10.0	100.0%	0	8.83s	471	115	1,013
Kimi K2.6	10.0	10.0	100.0%	0	17.83s	477	3,981	4,472
GLM 5	6.1	3.1	66.7%	1	14.69s	477	2,020	2,248

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
DeepSeek V4 Flash	10.0	10.0	100.0%	0	15.36s	627	63	1,622
DeepSeek V4 Pro	7.8	6.6	83.3%	1	8.73s	627	66	2,726
Kimi K2.6	10.0	10.0	100.0%	0	12.53s	669	3,977	5,269
GLM 5	10.0	10.0	100.0%	0	7.25s	636	1,001	2,129

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
DeepSeek V4 Flash	8.2	7.2	88.9%	1	26.11s	594	196	1,767
DeepSeek V4 Pro	6.9	4.9	77.8%	2	56.85s	591	178	2,563
Kimi K2.6	6.0	7.4	55.6%	1	25.06s	651	13,860	17,599
GLM 5	10.0	10.0	100.0%	0	11.33s	609	33	4,076

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V4 Flash	10.0	10.0	100.0%	74.73s	8,079	228	542
DeepSeek V4 Pro	9.8	10.0	100.0%	15.92s	8,909	295	701
Kimi K2.6	10.0	10.0	100.0%	8.92s	5,286	248	1,011
GLM 5	10.0	10.0	100.0%	15.93s	6,935	233	994

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V4 Flash	3.0	10.0	0.0%	54.46s	183	8,516	8,531
DeepSeek V4 Pro	3.0	10.0	0.0%	34.01s	183	16	5,961
Kimi K2.6	3.0	10.0	0.0%	130.27s	213	15,710	16,177
GLM 5	3.0	10.0	0.0%	67.37s	186	401	12,450

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

KAT-Coder-Pro V2.5highvsKimi K2.6medium Kimi K2.6mediumvsStep 3.7 Flashlow GPT-5.6 LunahighvsGLM 5medium Claude Opus 4.8nonevsKimi K2.6medium Claude Opus 4.6mediumvsDeepSeek V4 Flashhigh Claude Opus 4.8lowvsGLM 5medium Kimi K2.6mediumvsQwen3.7 Flashlow Claude Opus 4.6mediumvsDeepSeek V4 Prohigh DeepSeek V4 ProhighvsMiniMax M3medium DeepSeek V4 FlashhighvsMiniMax M3medium Qwen3.7 FlashhighvsGLM 5medium DeepSeek V4 ProhighvsGrok Build 0.1medium