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AI BENCHY Compare

Modeli zilizolinganishwa

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-03-18

Kipimo MiniMax M2.7 MiniMax M2.7 medium Toleo: 2026-03-18 MiniMax M2.5 MiniMax M2.5 medium Toleo: 2026-02-12 Inapatikana bure GLM 5 GLM 5 medium Toleo: 2026-02-12 Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview medium Toleo: 2026-03-03
Alama 5.0 5.9 8.3 8.1
Nafasi #64 #50 #11 #14
Uthabiti 5.3 5.4 8.1 10.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 49.0% 60.8% 84.3% 70.6%
Majaribio yasiyo thabiti 10 10 4 0
Jumla ya uendeshaji 51 51 51 51
Gharama kwa matokeo 2.398 4.987 0.896 0.413
Jumla ya gharama $0.072 $0.250 $0.108 $0.050
Bei ya ingizo $0.300 / 1M $0.200 / 1M $0.720 / 1M $0.250 / 1M
Bei ya toleo $1.200 / 1M $1.200 / 1M $2.300 / 1M $1.500 / 1M
Tokeni za matokeo 4,517 107,044 19,833 1,737
Tokeni za hoja 47,612 206,422 38,523 26,346
Muda wa majibu (wastani) 27.32s 39.65s 17.15s 3.70s
Muda wa majibu (upeo) 117.04s 237.27s 28.96s 14.93s
Muda wa majibu (jumla) 437.10s 396.47s 154.32s 62.97s

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 matokeo Tokeni za hoja
MiniMax M2.7 7.9 6.3 83.3% 2 40.32s 3,010 17,716
MiniMax M2.5 7.9 6.3 83.3% 2 20.82s 286 45,344
GLM 5 10.0 10.0 100.0% 0 23.66s 480 7,056
Gemini 3.1 Flash Lite Preview 9.1 10.0 75.0% 0 2.33s 570 4,305
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
MiniMax M2.7 4.7 1.6 66.7% 1 41.03s 369 4,480
MiniMax M2.5 4.5 2.1 66.7% 1 60.39s 740 9,713
GLM 5 10.0 10.0 100.0% 0 28.96s 662 3,242
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 14.93s 327 7,347
Uchanganuzi na uchimbaji wa data Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
MiniMax M2.7 6.3 5.8 66.7% 1 21.95s 187 5,882
MiniMax M2.5 4.6 1.7 66.7% 2 7.48s 266 3,835
GLM 5 7.1 5.6 83.3% 1 8.90s 567 3,734
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 2.29s 279 2,952
Mahususi kwa domeni Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
MiniMax M2.7 3.0 10.0 0.0% 0 19.00s 8 2,796
MiniMax M2.5 2.9 4.4 22.2% 2 237.27s 105,047 133,487
GLM 5 3.5 4.4 33.3% 2 0ms 13,176 14,137
Gemini 3.1 Flash Lite Preview 3.0 10.0 0.0% 0 4.21s 18 5,325
Akili ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
MiniMax M2.7 3.9 2.5 33.3% 1 38.70s 92 5,204
MiniMax M2.5 3.8 2.5 33.3% 1 6.63s 25 1,686
GLM 5 6.1 3.1 66.7% 1 14.69s 2,020 2,248
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 3.16s 96 1,488
Ufuataji wa maagizo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
MiniMax M2.7 3.7 1.8 50.0% 2 12.64s 213 2,457
MiniMax M2.5 8.1 6.8 83.3% 1 4.64s 252 1,873
GLM 5 10.0 10.0 100.0% 0 7.25s 1,001 2,129
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.91s 72 2,121
Puzzle Solving Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
MiniMax M2.7 3.8 4.5 33.3% 2 25.62s 334 8,076
MiniMax M2.5 5.3 7.2 44.4% 1 11.54s 159 9,547
GLM 5 10.0 10.0 100.0% 0 15.64s 1,694 4,983
Gemini 3.1 Flash Lite Preview 7.7 10.0 66.7% 0 3.58s 141 1,896
Mwito wa zana Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
MiniMax M2.7 4.7 1.6 66.7% 1 12.05s 304 1,001
MiniMax M2.5 10.0 10.0 100.0% 0 15.35s 269 937
GLM 5 10.0 10.0 100.0% 0 15.93s 233 994
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 3.80s 234 912

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

MiniMax M2.5mediumInapatikana burevsQwen3.5-35B-A3BnoneMiniMax M2.7mediumvsQwen3 Coder NextnoneMiniMax M2.5mediumInapatikana burevsHunter AlphanoneGemini 2.5 FlashnonevsMiniMax M2.5mediumInapatikana bureMiniMax M2.7mediumvsGPT-4o-mininoneMiniMax M2.5mediumInapatikana burevsQwen3.5-122B-A10BnoneSeed-2.0-LitenonevsMiniMax M2.5mediumInapatikana bureMiniMax M2.5mediumInapatikana burevsQwen3.5-FlashnoneMercury 2nonevsMiniMax M2.7mediumMiniMax M2.7mediumvsGPT-5.4 MininoneMiniMax M2.7mediumvsNemotron 3 Super 120b A12bnoneInapatikana bureMiniMax M2.7mediumvsQwen3.5-9Bnone