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

Muhtasari

Ulinganisho wa benchmark Gemini 3.1 Flash Lite Preview vs MiniMax M2.5: Gemini 3.1 Flash Lite Preview inaongoza kwa average score: 6.4 vs 4.7. Gemini 3.1 Flash Lite Preview ina gharama ya chini ya benchmark: $0.018 vs $0.303. Gemini 3.1 Flash Lite Preview ni ya haraka zaidi: 1.21s vs 65.37s, na pass rates 60.3% vs 46.0%.

Muundo unaopendekezwa: Gemini 3.1 Flash Lite Preview - It has the best score here (6.4), while costing about 17.1x less than MiniMax M2.5.

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

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
Alama 6.4 4.7
Nafasi #82 #151
Uaminifu 10.0 10.0
Uthabiti 9.7 6.5
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 60.3% 46.0%
Majaribio yasiyo thabiti 1 9
Jumla ya uendeshaji 63 63
Gharama kwa matokeo 0.148 7.900
Jumla ya gharama $0.018 $0.303
Bei ya ingizo $0.250 / 1M $0.150 / 1M
Bei ya toleo $1.500 / 1M $0.900 / 1M
Jumla ya tokeni za ingizo 37,582 43,706
Tokeni za matokeo 5,547 109,495
Tokeni za hoja 0 330,814
Muda wa majibu (wastani) 1.21s 65.37s
Muda wa majibu (upeo) 3.39s 251.36s
Muda wa majibu (jumla) 25.45s 849.76s

Generation showcase

Hamster playing table tennis

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

#82 Gemini 3.1 Flash Lite Preview

none
Cost
$0.003
Time
4.7s
Tokens
1,827 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
Gemini 3.1 Flash Lite Preview 7.5 8.4 66.7% 1 1.04s 504 1,092 0
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
Gemini 3.1 Flash Lite Preview 5.5 10.0 33.3% 0 967ms 8,128 670 0
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
Gemini 3.1 Flash Lite Preview 3.0 10.0 0.0% 0 3.20s 13,026 339 0
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
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.22s 7,550 399 0
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
Gemini 3.1 Flash Lite Preview 5.3 10.0 33.3% 0 942ms 641 568 0
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
Gemini 3.1 Flash Lite Preview 4.0 10.0 0.0% 0 741ms 488 69 0
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
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 1.13s 623 574 0
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
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 900ms 570 1,045 0
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
Gemini 3.1 Flash Lite Preview 10.0 10.0 100.0% 0 3.39s 5,894 782 0
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
Gemini 3.1 Flash Lite Preview 3.0 10.0 0.0% 0 814ms 158 9 0
MiniMax M2.5 3.0 10.0 0.0% 0 80.79s 213 1,280 18,535

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling-2.6-1TnonevsMiniMax M2.5mediumMiniMax M2.5mediumvsgpt-oss-120bnoneInapatikana bureMiniMax M2.5mediumvsGPT-5.4 NanononeMercury 2nonevsMiniMax M2.5mediumRing-2.6-1TnonevsMiniMax M2.5mediumGemini 3.1 Flash Lite PreviewnonevsNemotron 3 SupermediumInapatikana bureGemini 3.1 Flash Lite PreviewnonevsQwen3.6 27BmediumLing-2.6-flashnonevsMiniMax M2.5mediumMiniMax M2.5mediumvsNemotron 3 SupernoneInapatikana bureGemini 3.1 Flash Lite PreviewnonevsQwen3.5-35B-A3BmediumMiniMax M2.5mediumvsGLM 4.7 FlashnoneDeepSeek V4 ProhighvsGemini 3.1 Flash Lite Previewnone