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AI BENCHY
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AI BENCHY Compare

Modeli zilizolinganishwa

Muhtasari

Ulinganisho wa benchmark MiniMax M3 vs MiniMax M2.7 vs MiniMax M2.5MiniMax M3 inaongoza kwenye Alama kwa 7.6. MiniMax M2.7 inaongoza kwenye Uaminifu kwa 10.0. MiniMax M2.7 ina Jumla ya gharama ya chini zaidi kwa $0.104. MiniMax M2.7 ndiyo ya haraka zaidi kwa 38.18s.

Muundo unaopendekezwa: MiniMax M3 - It has the best score here (7.6), while costing about 1.6x less than miundo mingine katika ulinganisho huu.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-06-12

Kipimo MiniMax M3 MiniMax M3 medium Toleo: 2026-06-01 MiniMax M2.7 MiniMax M2.7 medium Toleo: 2026-03-18 MiniMax M2.5 MiniMax M2.5 medium Toleo: 2026-02-12
Alama 7.6 5.2 4.7
Nafasi #43 #134 #151
Uaminifu 9.6 10.0 10.0
Uthabiti 7.9 6.8 6.5
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 65.1% 46.0% 46.0%
Majaribio yasiyo thabiti 5 8 9
Jumla ya uendeshaji 63 63 63
Gharama kwa matokeo 1.187 2.494 7.900
Jumla ya gharama $0.131 $0.104 $0.303
Bei ya ingizo $0.300 / 1M $0.250 / 1M $0.150 / 1M
Bei ya toleo $1.200 / 1M $1.000 / 1M $0.900 / 1M
Jumla ya tokeni za ingizo 46,546 34,371 43,706
Tokeni za matokeo 49,036 8,981 109,495
Tokeni za hoja 92,543 89,812 330,814
Muda wa majibu (wastani) 68.17s 38.18s 65.37s
Muda wa majibu (upeo) 431.03s 196.21s 251.36s
Muda wa majibu (jumla) 1363.38s 763.60s 849.76s

Generation showcase

Hamster playing table tennis

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

#43 MiniMax M3

medium
Cost
$0.012
Time
154.4s
Tokens
10,018 tok

#134 MiniMax M2.7

medium
Cost
$0.022
Time
22.8s
Tokens
9,250 tok

#151 MiniMax M2.5

medium
Invalid SVG
Cost
$0.000
Time
300.0s
Tokens
0 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

Mbinu za kupinga AI Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
MiniMax M3 5.5 3.7 66.7% 3 14.95s 2,526 874 3,414
MiniMax M2.7 7.9 6.3 83.3% 2 40.32s 654 3,010 17,716
MiniMax M2.5 7.9 6.3 83.3% 2 20.82s 612 286 45,344
Uandishi wa msimbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
MiniMax M3 6.1 6.5 55.6% 1 144.74s 5,804 6,223 32,667
MiniMax M2.7 5.7 9.1 33.3% 0 101.89s 2,961 1,231 38,841
MiniMax M2.5 3.4 9.1 0.0% 0 188.58s 6,076 357 106,177
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
MiniMax M3 10.0 10.0 100.0% 0 65.30s 14,760 1,306 6,253
MiniMax M2.7 4.7 1.6 66.7% 1 41.03s 14,233 369 4,480
MiniMax M2.5 4.5 2.1 66.7% 1 60.39s 21,104 740 9,713
Uchanganuzi na uchimbaji wa data Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
MiniMax M3 10.0 10.0 100.0% 0 14.92s 8,088 514 3,164
MiniMax M2.7 6.3 5.8 66.7% 1 21.95s 7,152 187 5,882
MiniMax M2.5 4.6 1.7 66.7% 2 7.48s 6,584 266 3,835
Mahususi kwa domeni Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
MiniMax M3 5.5 9.3 33.3% 0 233.13s 869 16,254 19,070
MiniMax M2.7 3.0 10.0 0.0% 0 19.00s 245 8 2,796
MiniMax M2.5 2.9 4.4 22.2% 2 237.27s 308 105,047 133,487
Akili ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
MiniMax M3 5.1 3.4 33.3% 1 33.25s 954 2,487 2,523
MiniMax M2.7 3.9 2.5 33.3% 1 38.70s 486 92 5,204
MiniMax M2.5 3.8 2.5 33.3% 1 6.63s 492 25 1,686
Ufuataji wa maagizo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
MiniMax M3 9.8 10.0 100.0% 0 6.14s 1,623 103 920
MiniMax M2.7 3.8 5.8 33.3% 1 12.80s 687 350 2,600
MiniMax M2.5 7.5 10.0 50.0% 0 621ms 699 156 1,495
Utatuzi wa mafumbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
MiniMax M3 7.9 9.9 66.7% 0 49.91s 2,079 11,946 13,761
MiniMax M2.7 5.9 7.2 55.6% 1 24.87s 675 362 7,840
MiniMax M2.5 5.3 7.2 44.4% 1 11.21s 495 1,069 9,605
Mwito wa zana Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
MiniMax M3 10.0 10.0 100.0% 0 11.91s 9,168 281 555
MiniMax M2.7 4.7 1.6 66.7% 1 12.05s 7,067 304 1,001
MiniMax M2.5 10.0 10.0 100.0% 0 15.35s 7,123 269 937
Maarifa ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za ingizo Tokeni za matokeo Tokeni za hoja
MiniMax M3 3.0 10.0 0.0% 0 100.80s 675 9,048 10,216
MiniMax M2.7 3.0 10.0 0.0% 0 22.77s 211 3,068 3,452
MiniMax M2.5 3.0 10.0 0.0% 0 80.79s 213 1,280 18,535

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

MiniMax M2.7mediumvsQwen3.6 35B A3BnoneLing-2.6-1TnonevsMiniMax M2.5mediumMiniMax M2.7mediumvsMistral Small 4noneMiniMax M2.7mediumvsQwen3 Coder NextnoneMiniMax M2.5mediumvsgpt-oss-120bnoneInapatikana bureMiniMax M2.5mediumvsGPT-5.4 NanononeMiniMax M3mediumvsStep 3.7 FlashlowMiniMax M2.7mediumvsMiMo-V2.5noneMercury 2nonevsMiniMax M2.5mediumDeepSeek V3.2nonevsMiniMax M2.7mediumMiniMax M2.7mediumvsQwen3.5-9BnoneRing-2.6-1TnonevsMiniMax M2.5medium