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Ling 3.0 Tiny (medium) vs LFM3-1.7B (default)

LFM3-1.7B (default) inaongoza kwa average score: 4.1 vs 3.6. Ling 3.0 Tiny (medium) ina gharama ya chini ya benchmark: $0.000 vs $0.084. LFM3-1.7B (default) ni ya haraka zaidi: 16.99s vs 64.99s, na pass rates 23.2% vs 34.8%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-11-10

Modeli zilizolinganishwa

Nafasi
#443
Jumla ya tokeni za matokeo
911,748
Muda wa majibu (wastani)
64.99s
Jumla ya gharama
$0.000
Nafasi
#430
Jumla ya tokeni za matokeo
329,997
Muda wa majibu (wastani)
16.99s
Jumla ya gharama
$0.084
Muundo unaopendekezwa LFM3-1.7B (default)

It has the best score here (4.1), while responding about 3.8x faster than Ling 3.0 Tiny (medium).

Ulinganisho wa kina

Kipimo Ling 3.0 Tiny Ling 3.0 Tiny medium Toleo: 2026-08-07 LFM3-1.7B LFM3-1.7B default Toleo: 2026-11-06 Inapatikana bure
Alama 3.6 4.1
Nafasi #443 #430
Uaminifu 9.6 10.0
Uthabiti 8.9 8.2
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 23.2% 34.8%
Majaribio yasiyo thabiti 3 5
Jumla ya uendeshaji 69 69
Gharama kwa matokeo 0.000 1.672
Jumla ya gharama $0.000 $0.084
Bei ya ingizo $0.000 / 1M $0.080 / 1M
Bei ya toleo $0.000 / 1M $0.200 / 1M
Bei ya kusoma akiba Haipo $0.020 / 1M
Bei ya kuandika akiba Haipo Haipo
Jumla ya tokeni za ingizo 103,898 219,830
Tokeni za matokeo 148,304 5,711
Tokeni za hoja 774,972 324,286
Muda wa majibu (wastani) 64.99s 16.99s
Muda wa majibu (upeo) 262.20s 56.52s
Muda wa majibu (jumla) 1429.68s 390.77s
Vigezo 7.9B jumla (1.3B vinavyotumika) 1.7B
Upatikanaji Chanzo huria Uzani unapatikana

Bei za akiba zinahusu tokeni za ingizo. Kusoma hutumia tena maelekezo yaliyohifadhiwa; kuandika huyahifadhi na kunaweza kuongeza gharama. Tokeni za matokeo hutumia bei ya matokeo.

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#443 Ling 3.0 Tiny

medium
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Gharama
$0.000
Muda
177.4s
Tokeni
6,873 tok

#430 LiquidAI: LFM3-1.7B

default
OpenRouter returned no showcase content (finish_reason: length).
Gharama
$0.002
Muda
23.3s
Tokeni
8,320 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
Ling 3.0 Tiny 2.9 10.0 0.0% 0 211.99s 7,948 70,838 206,006
LFM3-1.7B 2.9 10.0 0.0% 0 26.48s 7,461 0 73,728

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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