Ling 3.1 Flash (high) vs Grok 4.6 (medium)

Modeli zilizolinganishwa

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

Nafasi: #109
Jumla ya tokeni za matokeo: 266,197
Muda wa majibu (wastani): 74.77s
Jumla ya gharama: $2.270

Muundo unaopendekezwa Grok 4.6 (medium)

It has the strongest score in this comparison (7.8) and the best overall balance of cost and response time across all 2 models.

Ulinganisho wa kina

Kipimo	Ling 3.1 Flash Ling 3.1 Flash high Toleo: 2026-10-03	Grok 4.6 Grok 4.6 medium Toleo: 2026-08-12

Kipimo	Ling 3.1 Flash Ling 3.1 Flash high Toleo: 2026-10-03	Grok 4.6 Grok 4.6 medium Toleo: 2026-08-12
Alama	7.9	7.8
Nafasi	#105	#109
Uaminifu	9.8	10.0
Uthabiti	9.3	8.7
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	69.6%	78.3%
Majaribio yasiyo thabiti	2	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.000	14.187
Jumla ya gharama	$0.000	$2.270
Bei ya ingizo	$0.000 / 1M	$2.000 / 1M
Bei ya toleo	$0.000 / 1M	$6.000 / 1M
Bei ya kusoma akiba	Haipo	$0.500 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	324,691	336,351
Tokeni za matokeo	181,251	6,180
Tokeni za hoja	506,441	260,017
Muda wa majibu (wastani)	87.39s	74.77s
Muda wa majibu (upeo)	665.85s	514.35s
Muda wa majibu (jumla)	2010.08s	1719.73s
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

#109 SpaceXAI: Grok 4.6

medium

Gharama: $0.028
Muda: 72.1s
Tokeni: 4,771 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 4.6	5.0	10.0	0.0%	0		103.61s	229,564	1,369	15,020

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 4.6	10.0	10.0	100.0%	0		10.84s	2,991	78	6,335

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 4.6	8.2	7.2	88.9%	1		120.05s	9,579	351	64,226

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 4.6	10.0	10.0	100.0%	0		62.66s	68,060	3,687	21,366

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 4.6	10.0	10.0	100.0%	0		11.46s	8,937	225	4,400

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 4.6	5.3	7.2	44.4%	1		304.33s	2,523	15	127,702

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 4.6	4.1	2.7	33.3%	1		17.27s	1,077	47	2,052

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 4.6	9.8	10.0	100.0%	0		12.75s	1,857	57	4,500

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 4.6	8.7	7.7	88.9%	1		16.30s	2,430	123	5,799

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 4.6	10.0	10.0	100.0%	0		12.83s	8,544	216	1,068

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 4.6	3.0	10.0	0.0%	0		46.88s	789	12	7,549

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling 3.1 FlashhighvsMiMo-V2.6-Flashmedium Grok 4.6mediumvsGLM 5.3high Ling 3.1 FlashhighvsGrok 4.5medium Gemini 3.5 FlashmediumvsLing 3.1 Flashhigh Qwen3.7 PlusnonevsGrok 4.6medium Ling 3.1 FlashhighvsStep 3.7 Flashmedium Ling 3.1 FlashhighvsQwen3.7 Maxnone Qwen3.8 2.4T A95BhighvsGrok 4.6medium Ling 3.1 FlashhighvsQwen3.7 Plusnone Ling 3.1 FlashhighvsGPT-5.4 Minimedium Ling 3.1 FlashhighvsGrok 4.5low Ling 3.1 FlashhighvsGLM 5.3 FlashXmax