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Ling 3.0 Flash vs Qwen3 Coder Next (medium)

Ling 3.0 Flash inaongoza kwa average score: 5.2 vs 4.7. Ling 3.0 Flash ina gharama ya chini ya benchmark: $0.004 vs $0.071. Ling 3.0 Flash ni ya haraka zaidi: 3.40s vs 16.97s, na pass rates 26.1% vs 24.6%.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-10-02

Modeli zilizolinganishwa

Nafasi
#289
Jumla ya tokeni za matokeo
12,777
Muda wa majibu (wastani)
3.40s
Jumla ya gharama
$0.004
Nafasi
#323
Jumla ya tokeni za matokeo
40,395
Muda wa majibu (wastani)
16.97s
Jumla ya gharama
$0.071
Muundo unaopendekezwa Ling 3.0 Flash

It has the best score here (5.2), while costing about 20.5x less than Qwen3 Coder Next (medium).

Ulinganisho wa kina

Kipimo Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24 Qwen3 Coder Next Qwen3 Coder Next medium Toleo: 2026-02-03
Alama 5.2 4.7
Nafasi #289 #323
Uaminifu 10.0 10.0
Uthabiti 10.0 8.7
Majaribio 69/69 69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 26.1% 24.6%
Majaribio yasiyo thabiti 0 4
Jumla ya uendeshaji 69 69
Gharama kwa matokeo 0.000 2.280
Jumla ya gharama $0.004 $0.071
Bei ya ingizo $0.021 / 1M $0.120 / 1M
Bei ya toleo $0.063 / 1M $0.800 / 1M
Bei ya kusoma akiba $0.005 / 1M $0.070 / 1M
Bei ya kuandika akiba Haipo Haipo
Jumla ya tokeni za ingizo 123,993 311,647
Tokeni za matokeo 12,777 40,395
Tokeni za hoja 0 0
Muda wa majibu (wastani) 3.40s 16.97s
Muda wa majibu (upeo) 17.51s 151.35s
Muda wa majibu (jumla) 74.77s 305.55s
Vigezo 124B jumla (5.1B vinavyotumika) 80B jumla (3B vinavyotumika)
Upatikanaji Chanzo huria Chanzo huria

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.

#289 Ling 3.0 Flash

none
Gharama
$0.000
Muda
11.6s
Tokeni
2,781 tok

#323 Qwen3 Coder Next

medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
Gharama
$0.000
Muda
300.0s
Tokeni
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

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 Flash 5.5 10.0 33.3% 0 6.39s 8,307 639 0
Qwen3 Coder Next 3.7 7.2 22.2% 1 924ms 7,185 336 0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling 3.0 FlashnonevsNemotron 3.5 LightninghighInapatikana bureLing 3.0 FlashnonevsInkling SmalllowInapatikana bureGranite 4.2 8BhighvsQwen3 Coder NextmediumLaguna S 2.1noneInapatikana burevsQwen3 Coder NextmediumLing 3.0 FlashnonevsKAT Coder AIR V2.5highDeepSeek V3.2nonevsQwen3 Coder NextmediumGPT-5.4 NanononevsQwen3 Coder NextmediumNorth Mini CodenoneInapatikana burevsQwen3 Coder NextmediumLaguna S 2.1lowInapatikana burevsQwen3 Coder NextmediumMercury 2.5 PreviewnonevsQwen3 Coder NextmediumLing 3.0 FlashnonevsMistral Small 4mediumNemotron 3.5 LightninglowInapatikana burevsQwen3 Coder Nextmedium