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Gemini 3.1 Flash Lite Preview vs Ling-3.0-flash (high)

Gemini 3.1 Flash Lite Preview inaongoza kwa average score: 6.4 vs 6.4. Ling-3.0-flash (high) ina gharama ya chini ya benchmark: $0.021 vs $0.052. Gemini 3.1 Flash Lite Preview ni ya haraka zaidi: 1.56s vs 13.70s, na pass rates 57.6% vs 63.6%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-09-08

Modeli zilizolinganishwa

Nafasi
#178
Jumla ya tokeni za matokeo
14,161
Muda wa majibu (wastani)
1.56s
Jumla ya gharama
$0.052
Nafasi
#184
Jumla ya tokeni za matokeo
299,456
Muda wa majibu (wastani)
13.70s
Jumla ya gharama
$0.021
Muundo unaopendekezwa Gemini 3.1 Flash Lite Preview

It has the best score here (6.4), while responding about 8.8x faster than Ling-3.0-flash (high).

Ulinganisho wa kina

Kipimo Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview none Toleo: 2026-03-03 Ling-3.0-flash Ling-3.0-flash high Toleo: 2026-07-24
Alama 6.4 6.4
Nafasi #178 #184
Uaminifu 10.0 9.8
Uthabiti 9.7 8.6
Majaribio 66/66 66/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 57.6% 63.6%
Majaribio yasiyo thabiti 1 4
Jumla ya uendeshaji 66 66
Gharama kwa matokeo 0.430 0.000
Jumla ya gharama $0.052 $0.021
Bei ya ingizo $0.250 / 1M $0.021 / 1M
Bei ya toleo $1.500 / 1M $0.063 / 1M
Jumla ya tokeni za ingizo 120,955 132,044
Tokeni za matokeo 14,161 92,135
Tokeni za hoja 0 207,321
Muda wa majibu (wastani) 1.56s 13.70s
Muda wa majibu (upeo) 9.27s 75.27s
Muda wa majibu (jumla) 34.32s 287.75s
Vigezo ~150B jumla (~10B vinavyotumika) 124B jumla (5.1B vinavyotumika)
Upatikanaji Imefungwa Chanzo huria

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#178 Gemini 3.1 Flash Lite Preview

none
Gharama
$0.003
Muda
4.7s
Tokeni
1,827 tok

#184 Ling-3.0-flash

high
Gharama
$0.000
Muda
30.7s
Tokeni
10,576 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

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
Ling-3.0-flash 6.7 5.0 66.7% 2 14.85s 8,298 15,602 32,152

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Dots 3 Note PreviewlowInapatikana burevsGemini 3.1 Flash Lite PreviewnoneDots 3 Note PreviewhighInapatikana burevsGemini 3.1 Flash Lite PreviewnoneLing-3.0-flashhighvsMiMo-V2.5mediumLing-3.0-flashhighvsLongCat 2.0noneGemini 3.1 Flash Lite PreviewnonevsMiMo-V2.5mediumDots 3 Note PreviewlowInapatikana burevsLing-3.0-flashhighLing-3.0-flashhighvsQwen3.6 Max PreviewnoneGemini 3.1 Flash Lite PreviewnonevsLaguna XS 2.1mediumInapatikana bureGemini 3.1 Flash Lite PreviewnonevsQwen3.6 27BmediumGemini 3.1 Flash Lite PreviewnonevsRing-2.6-1TmediumGemini 3.1 Flash Lite PreviewnonevsMercury 2.5 PreviewhighLing-3.0-flashhighvsLaguna XS 2.1mediumInapatikana bure