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Google: Gemini 3.1 Flash Lite Preview vs MiniMax: MiniMax M2.5

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-04-16

Kipimo Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview none Toleo: 2026-03-03 MiniMax M2.5 MiniMax M2.5 medium Toleo: 2026-02-12 Inapatikana bure
Alama 7.9 5.7
Nafasi #29 #69
Uthabiti 9.6 5.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 70.4% 57.4%
Majaribio yasiyo thabiti 1 10
Jumla ya uendeshaji 54 54
Gharama kwa matokeo 0.130 4.987
Jumla ya gharama $0.016 $0.250
Bei ya ingizo $0.250 / 1M $0.118 / 1M
Bei ya toleo $1.500 / 1M $0.991 / 1M
Tokeni za matokeo 5,361 107,044
Tokeni za hoja 0 206,422
Muda wa majibu (wastani) 1.30s 39.65s
Muda wa majibu (upeo) 3.39s 237.27s
Muda wa majibu (jumla) 23.42s 396.47s

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
Gemini 3.1 Flash Lite Preview 7.5 8.4 66.7% 1 1.04s 1,092 0
MiniMax M2.5 7.9 6.3 83.3% 2 20.82s 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 matokeo Tokeni za hoja
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.47s 640 0
MiniMax M2.5 3.0 10.0 0.0% 0 0ms 0 0
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemini 3.1 Flash Lite Preview 3.0 10.0 0.0% 0 3.20s 339 0
MiniMax M2.5 4.5 2.1 66.7% 1 60.39s 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 matokeo Tokeni za hoja
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.22s 399 0
MiniMax M2.5 4.6 1.7 66.7% 2 7.48s 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 matokeo Tokeni za hoja
Gemini 3.1 Flash Lite Preview 5.3 10.0 33.3% 0 942ms 568 0
MiniMax M2.5 2.9 4.4 22.2% 2 237.27s 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 matokeo Tokeni za hoja
Gemini 3.1 Flash Lite Preview 4.0 10.0 0.0% 0 741ms 69 0
MiniMax M2.5 3.8 2.5 33.3% 1 6.63s 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 matokeo Tokeni za hoja
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.13s 574 0
MiniMax M2.5 8.1 6.8 83.3% 1 4.64s 252 1,873
Utatuzi wa mafumbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 972ms 898 0
MiniMax M2.5 5.3 7.2 44.4% 1 11.54s 159 9,547
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
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 3.39s 782 0
MiniMax M2.5 10.0 10.0 100.0% 0 15.35s 269 937

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Gemini 3.1 Flash Lite PreviewnonevsStep 3.5 FlashmediumMiniMax M2.5mediumInapatikana burevsQwen3.5-122B-A10BnoneDeepSeek V3.2mediumvsGemini 3.1 Flash Lite PreviewnoneGemini 3.1 Flash Lite PreviewnonevsGLM 5V TurbomediumGemini 3.1 Flash Lite PreviewnonevsQwen3.5-FlashmediumMiniMax M2.5mediumInapatikana burevsGLM 4.7 FlashnoneMiniMax M2.5mediumInapatikana burevsGLM 5.1noneGemini 3.1 Flash Lite PreviewnonevsGLM 5.1mediumClaude Sonnet 4.6mediumvsGemini 3.1 Flash Lite PreviewnoneMiniMax M2.5mediumInapatikana burevsKimi K2.5noneMiniMax M2.5mediumInapatikana burevsGLM 5 TurbononeGemini 3.1 Flash Lite PreviewnonevsMiMo-V2-Promedium