Modeli zilizolinganishwa

Ulinganisho wa benchmark Minimax M3.1 Flash (high) vs DeepSeek V4.1 Flash 1017 (high) vs GPT-5.6 Sol (high) vs Claude Opus 5 (high): GPT-5.6 Sol (high) inaongoza kwenye Alama kwa 9.5. Minimax M3.1 Flash (high) inaongoza kwenye Uaminifu kwa 10.0. Minimax M3.1 Flash (high) ina Jumla ya gharama ya chini zaidi kwa $0.000. GPT-5.6 Sol (high) ndiyo ya haraka zaidi kwa 13.59s.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-19

Modeli zilizolinganishwa

Nafasi: #228
Jumla ya tokeni za matokeo: 279,438
Muda wa majibu (wastani): 34.00s
Jumla ya gharama: $0.000

Nafasi: #126
Jumla ya tokeni za matokeo: 911,334
Muda wa majibu (wastani): 58.56s
Jumla ya gharama: $0.589

Nafasi: #22
Jumla ya tokeni za matokeo: 32,071
Muda wa majibu (wastani): 13.59s
Jumla ya gharama: $1.595

Nafasi: #27
Jumla ya tokeni za matokeo: 105,662
Muda wa majibu (wastani): 25.31s
Jumla ya gharama: $4.524

Muundo unaopendekezwa GPT-5.6 Sol (high)

It has the best score here (9.5), while costing about 1.6x less than miundo mingine katika ulinganisho huu.

Ulinganisho wa kina

Kipimo	Minimax M3.1 Flash Minimax M3.1 Flash high Toleo: 2026-10-19 Inapatikana bure	DeepSeek V4.1 Flash 1017 DeepSeek V4.1 Flash 1017 high Toleo: 2026-10-18	GPT-5.6 Sol GPT-5.6 Sol high Toleo: 2026-07-09	Claude Opus 5 Claude Opus 5 high Toleo: 2026-07-25

Kipimo	Minimax M3.1 Flash Minimax M3.1 Flash high Toleo: 2026-10-19 Inapatikana bure	DeepSeek V4.1 Flash 1017 DeepSeek V4.1 Flash 1017 high Toleo: 2026-10-18	GPT-5.6 Sol GPT-5.6 Sol high Toleo: 2026-07-09	Claude Opus 5 Claude Opus 5 high Toleo: 2026-07-25
Alama	6.5	7.8	9.5	9.4
Nafasi	#228	#126	#22	#27
Uaminifu	10.0	10.0	10.0	10.0
Uthabiti	7.2	7.8	8.9	10.0
Majaribio	69/69	69/69	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	56.5%	71.0%	89.9%	82.6%
Majaribio yasiyo thabiti	8	6	3	0
Jumla ya uendeshaji	69	69	69	69
Gharama kwa matokeo	0.000	4.530	8.020	23.809
Jumla ya gharama	$0.000	$0.589	$1.595	$4.524
Bei ya ingizo	$0.000 / 1M	$0.150 / 1M	$2.000 / 1M	$5.000 / 1M
Bei ya toleo	$0.000 / 1M	$0.600 / 1M	$10.000 / 1M	$25.000 / 1M
Bei ya kusoma akiba	Haipo	$0.003 / 1M	$0.200 / 1M	$0.500 / 1M
Bei ya kuandika akiba	Haipo	Haipo	$2.500 / 1M	$6.250 / 1M
Jumla ya tokeni za ingizo	357,984	279,873	195,567	376,421
Tokeni za matokeo	70,004	7,049	5,841	67,688
Tokeni za hoja	209,434	904,285	26,230	37,974
Muda wa majibu (wastani)	34.00s	58.56s	13.59s	25.31s
Muda wa majibu (upeo)	280.72s	440.77s	59.99s	159.01s
Muda wa majibu (jumla)	781.92s	1346.87s	312.61s	582.11s
Vigezo	-	~748B jumla (~16B vinavyotumika)	~2T jumla (~150B vinavyotumika)	~5T jumla (~500B vinavyotumika)
Upatikanaji	Imefungwa	Chanzo huria	Imefungwa	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.

#228 Minimax M3.1 Flash

high

Gharama: $0.000
Muda: 75.4s
Tokeni: 9,436 tok

#126 DeepSeek V4.1 Flash 1017

high

Gharama: $0.004
Muda: 27.2s
Tokeni: 7,593 tok

#22 GPT-5.6 Sol

high

Gharama: $0.151
Muda: 201.9s
Tokeni: 5,100 tok

#27 Claude Opus 5

high

Gharama: $0.265
Muda: 144.5s
Tokeni: 10,741 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
Minimax M3.1 Flash	6.1	3.1	66.7%	1	70.45s	201,388	2,187	15,284
DeepSeek V4.1 Flash 1017	10.0	10.0	100.0%	0	43.53s	144,680	1,907	4,293
GPT-5.6 Sol	10.0	10.0	100.0%	0	59.99s	116,309	986	2,377
Claude Opus 5	10.0	10.0	100.0%	0	86.99s	240,465	3,064	7,015

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
Minimax M3.1 Flash	6.4	7.9	58.3%	1	2.71s	2,838	154	2,428
DeepSeek V4.1 Flash 1017	8.3	10.0	75.0%	0	2.10s	627	137	2,440
GPT-5.6 Sol	8.7	7.9	91.7%	1	3.39s	606	171	644
Claude Opus 5	10.0	10.0	100.0%	0	5.91s	834	2,063	617

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
Minimax M3.1 Flash	5.6	4.7	55.6%	2	36.78s	9,024	60,602	13,024
DeepSeek V4.1 Flash 1017	4.5	1.4	66.7%	3	196.67s	7,434	217	446,179
GPT-5.6 Sol	10.0	10.0	100.0%	0	12.52s	7,302	404	5,656
Claude Opus 5	10.0	10.0	100.0%	0	12.73s	10,590	7,547	1,721

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Minimax M3.1 Flash	10.0	10.0	100.0%	34.77s	124,090	6,299	25,610
DeepSeek V4.1 Flash 1017	10.0	10.0	100.0%	37.28s	107,806	3,862	41,936
GPT-5.6 Sol	10.0	10.0	100.0%	24.99s	56,154	3,298	4,866
Claude Opus 5	10.0	10.0	100.0%	31.11s	98,549	10,546	2,198

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Minimax M3.1 Flash	6.5	10.0	50.0%	1.00s	2,802	111	224
DeepSeek V4.1 Flash 1017	10.0	10.0	100.0%	2.20s	7,446	207	1,450
GPT-5.6 Sol	10.0	10.0	100.0%	1.16s	7,140	222	0
Claude Opus 5	10.0	10.0	100.0%	4.22s	10,503	488	160

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
Minimax M3.1 Flash	5.9	7.2	55.6%	1	134.49s	2,400	17	119,910
DeepSeek V4.1 Flash 1017	3.5	4.4	33.3%	2	186.02s	909	11	382,250
GPT-5.6 Sol	5.3	7.2	44.4%	1	37.67s	628	62	10,365
Claude Opus 5	3.0	10.0	0.0%	0	104.24s	972	40,623	24,923

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Minimax M3.1 Flash	4.6	9.8	0.0%	5.16s	1,032	88	1,122
DeepSeek V4.1 Flash 1017	10.0	10.0	100.0%	2.02s	549	120	570
GPT-5.6 Sol	10.0	10.0	100.0%	4.40s	477	97	238
Claude Opus 5	10.0	10.0	100.0%	3.79s	708	268	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
Minimax M3.1 Flash	5.3	2.6	50.0%	2	1.65s	1,779	60	610
DeepSeek V4.1 Flash 1017	10.0	10.0	100.0%	0	1.12s	708	69	866
GPT-5.6 Sol	10.0	10.0	100.0%	0	2.73s	660	96	331
Claude Opus 5	10.0	10.0	100.0%	0	4.78s	909	119	361

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
Minimax M3.1 Flash	6.0	7.1	55.6%	1	3.48s	2,313	166	2,004
DeepSeek V4.1 Flash 1017	5.5	7.4	44.4%	1	5.70s	828	235	7,784
GPT-5.6 Sol	10.0	10.0	100.0%	0	4.10s	642	211	675
Claude Opus 5	10.0	10.0	100.0%	0	4.66s	894	908	524

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Minimax M3.1 Flash	10.0	10.0	100.0%	3.38s	9,565	306	76
DeepSeek V4.1 Flash 1017	10.0	10.0	100.0%	2.28s	8,625	267	305
GPT-5.6 Sol	10.0	10.0	100.0%	7.08s	5,454	264	393
Claude Opus 5	10.0	10.0	100.0%	8.44s	11,739	354	0

Maarifa 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
Minimax M3.1 Flash	3.0	10.0	0.0%	0	93.01s	753	14	29,142
DeepSeek V4.1 Flash 1017	3.0	10.0	0.0%	0	44.26s	261	17	16,212
GPT-5.6 Sol	4.7	1.6	66.7%	1	6.97s	195	30	685
Claude Opus 5	3.0	10.0	0.0%	0	14.14s	258	1,708	455

Badilisha jozi ya ulinganisho

Minimax M3.1 FlashhighInapatikana burevsQwen3.6 35B A3Bmedium DeepSeek V4.1 Flash 1017highvsMuse Wondermax Claude Sonnet 5.5mediumvsMinimax M3.1 FlashhighInapatikana bure Claude Opus 5highvsGemini 3.7 Flashlow DeepSeek V4.1 Flash 1017highvsMiMo-V2.6-Flashmedium DeepSeek V4.1 Flash 1017highvsGrok 4.5medium Minimax M3.1 FlashhighInapatikana burevsBeam 1.0 501B A23Bxhigh DeepSeek V4.1 Flash 1017highvsGemini 3.5 Flashmedium Minimax M3.1 FlashhighInapatikana burevsGLM 5.3low DeepSeek V4.1 Flash 1017highvsStep 3.7 Flashmedium KAT-Coder-Pro V2.5lowvsMinimax M3.1 FlashhighInapatikana bure Gemini 3.7 FlashmediumvsGPT-5.6 Solhigh

Modeli zilizolinganishwa