Ling 3.1 Flash (high) vs Grok 4.5 (low)

Modeli zilizolinganishwa

Nafasi: #105
Jumla ya tokeni za matokeo: 687,692
Muda wa majibu (wastani): 87.39s
Jumla ya gharama: $0.000

Nafasi: #111
Jumla ya tokeni za matokeo: 121,415
Muda wa majibu (wastani): 18.14s
Jumla ya gharama: $1.345

Muundo unaopendekezwa Grok 4.5 (low)

Its score stays close to the best score here (7.8 vs 7.9), while responding about 4.8x faster than Ling 3.1 Flash (high).

Ulinganisho wa kina

Kipimo	Ling 3.1 Flash Ling 3.1 Flash high Toleo: 2026-10-03	Grok 4.5 Grok 4.5 low Toleo: 2026-07-08

Kipimo	Ling 3.1 Flash Ling 3.1 Flash high Toleo: 2026-10-03	Grok 4.5 Grok 4.5 low Toleo: 2026-07-08
Alama	7.9	7.8
Nafasi	#105	#111
Uaminifu	9.8	10.0
Uthabiti	9.3	9.3
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	69.6%	73.9%
Majaribio yasiyo thabiti	2	2
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.000	8.404
Jumla ya gharama	$0.000	$1.345
Bei ya ingizo	$0.000 / 1M	$2.000 / 1M
Bei ya toleo	$0.000 / 1M	$6.000 / 1M
Bei ya kusoma akiba	Haipo	$0.300 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	324,691	308,068
Tokeni za matokeo	181,251	9,218
Tokeni za hoja	506,441	112,197
Muda wa majibu (wastani)	87.39s	18.14s
Muda wa majibu (upeo)	665.85s	205.28s
Muda wa majibu (jumla)	2010.08s	417.21s
Vigezo	560B jumla (25B vinavyotumika)	~1.7T jumla (~170B vinavyotumika)
Upatikanaji	Imefungwa	Imefungwa

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.

#105 Ling 3.1 Flash

high

Gharama: $0.000
Muda: 181.1s
Tokeni: 21,073 tok

#111 SpaceXAI: Grok 4.5

low

Gharama: $0.011
Muda: 12.4s
Tokeni: 2,018 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

Kategoria:

Kazi za mawakala	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 3.1 Flash	10.0	10.0	100.0%	0		87.42s	204,838	9,381	8,546
Grok 4.5	5.0	10.0	0.0%	0		61.53s	182,463	1,713	4,213

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
Ling 3.1 Flash	10.0	10.0	100.0%	0		4.44s	750	1,219	3,505
Grok 4.5	10.0	10.0	100.0%	0		2.75s	2,991	261	3,000

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 3.1 Flash	8.2	7.2	88.9%	1		83.41s	8,298	17,470	54,626
Grok 4.5	10.0	10.0	100.0%	0		13.72s	9,579	303	15,641

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
Ling 3.1 Flash	6.3	10.0	50.0%	0		351.19s	90,556	44,145	153,951
Grok 4.5	6.5	10.0	50.0%	0		12.75s	82,028	6,031	3,583

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
Ling 3.1 Flash	10.0	10.0	100.0%	0		17.38s	8,016	1,517	3,710
Grok 4.5	10.0	10.0	100.0%	0		3.44s	8,937	225	2,549

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
Ling 3.1 Flash	3.0	10.0	0.0%	0		222.88s	837	94,527	212,965
Grok 4.5	2.9	7.2	11.1%	1		77.09s	2,523	14	71,813

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
Ling 3.1 Flash	3.9	9.4	0.0%	0		7.82s	546	38	2,140
Grok 4.5	6.1	3.1	66.7%	1		4.88s	1,077	98	1,253

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
Ling 3.1 Flash	10.0	10.0	100.0%	0		4.31s	744	349	1,746
Grok 4.5	9.8	10.0	100.0%	0		2.80s	1,857	57	1,878

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
Ling 3.1 Flash	10.0	10.0	100.0%	0		37.46s	747	5,017	29,548
Grok 4.5	10.0	10.0	100.0%	0		3.20s	2,430	217	2,590

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
Ling 3.1 Flash	2.8	2.1	33.3%	1		38.25s	9,131	2,943	9,161
Grok 4.5	10.0	10.0	100.0%	0		5.83s	13,394	284	871

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
Ling 3.1 Flash	3.0	10.0	0.0%	0		81.83s	228	4,645	26,543
Grok 4.5	3.0	10.0	0.0%	0		13.98s	789	15	4,806

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

DeepSeek V4 Flash 0731mediumvsGrok 4.5low Ling 3.1 FlashhighvsMiMo-V2.6-Flashmedium Qwen3.7 PlusnonevsGrok 4.5low Ling 3.1 FlashhighvsGrok 4.5medium Gemini 3.5 FlashmediumvsLing 3.1 Flashhigh Step 3.7 FlashmediumvsGrok 4.5low Ling 3.1 FlashhighvsStep 3.7 Flashmedium Ling 3.1 FlashhighvsGrok 4.6medium Grok 4.5lowvsGLM 5.3high Ling 3.1 FlashhighvsQwen3.7 Maxnone GPT-6 LunahighvsGrok 4.5low Muse Glimmer 30BhighvsGrok 4.5low