Seed-2.0-Lite (medium) vs GLM 5.2 (medium)

Modeli zilizolinganishwa

Nafasi: #104
Jumla ya tokeni za matokeo: 106,419
Muda wa majibu (wastani): 48.87s
Jumla ya gharama: $0.271

Nafasi: #102
Jumla ya tokeni za matokeo: 81,020
Muda wa majibu (wastani): 26.88s
Jumla ya gharama: $1.007

Muundo unaopendekezwa Seed-2.0-Lite (medium)

Its score stays close to the best score here (8.2 vs 8.2), while costing about 3.7x less than GLM 5.2 (medium).

Ulinganisho wa kina

Kipimo	Seed-2.0-Lite Seed-2.0-Lite medium Toleo: 2026-02-14	GLM 5.2 GLM 5.2 medium Toleo: 2026-06-17

Kipimo	Seed-2.0-Lite Seed-2.0-Lite medium Toleo: 2026-02-14	GLM 5.2 GLM 5.2 medium Toleo: 2026-06-17
Alama	8.2	8.2
Nafasi	#104	#102
Uaminifu	10.0	9.6
Uthabiti	8.7	8.1
Majaribio	69/69	66/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	71.0%	81.2%
Majaribio yasiyo thabiti	4	4
Jumla ya uendeshaji	69	66
Gharama kwa matokeo	1.931	2.890
Jumla ya gharama	$0.271	$1.007
Bei ya ingizo	$0.250 / 1M	$0.153 / 1M
Bei ya toleo	$2.000 / 1M	$12.000 / 1M
Bei ya kusoma akiba	Haipo	$0.150 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	229,530	227,164
Tokeni za matokeo	13,757	20,029
Tokeni za hoja	92,662	60,991
Muda wa majibu (wastani)	48.87s	26.88s
Muda wa majibu (upeo)	254.92s	102.40s
Muda wa majibu (jumla)	1123.91s	591.34s
Vigezo	~200B jumla (~20B vinavyotumika)	744B jumla (40B vinavyotumika)
Upatikanaji	Imefungwa	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.

#104 Seed-2.0-Lite

medium

Gharama: $0.005
Muda: 86.7s
Tokeni: 2,354 tok

#102 GLM 5.2

medium

Gharama: $0.041
Muda: 195.8s
Tokeni: 9,287 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
Seed-2.0-Lite	10.0	10.0	100.0%	0		69.33s	99,624	1,227	3,896
GLM 5.2	10.0	10.0	100.0%	0		102.40s	189,965	7,768	11,491

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
Seed-2.0-Lite	8.3	10.0	75.0%	0		17.99s	942	996	7,142
GLM 5.2	10.0	10.0	100.0%	0		5.89s	639	497	2,634

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
Seed-2.0-Lite	8.0	9.8	66.7%	0		156.74s	8,247	458	31,890
GLM 5.2	8.2	7.2	88.9%	1		40.96s	7,317	1,475	17,123

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
Seed-2.0-Lite	6.4	5.8	66.7%	1		58.52s	99,411	9,809	13,940
GLM 5.2	5.0	5.0	50.0%	0		51.96s	12,696	458	4,531

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
Seed-2.0-Lite	10.0	10.0	100.0%	0		9.07s	8,562	246	1,742
GLM 5.2	10.0	10.0	100.0%	0		13.44s	7,149	348	2,345

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
Seed-2.0-Lite	3.6	7.2	22.2%	1		84.35s	852	12	24,616
GLM 5.2	4.1	4.4	44.5%	2		45.47s	551	8,188	11,606

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
Seed-2.0-Lite	6.7	3.6	66.7%	1		18.25s	582	304	1,620
GLM 5.2	10.0	10.0	100.0%	0		17.39s	498	54	1,842

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
Seed-2.0-Lite	10.0	10.0	100.0%	0		7.26s	834	71	1,480
GLM 5.2	9.9	10.0	100.0%	0		7.90s	678	94	1,518

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
Seed-2.0-Lite	9.0	7.9	88.9%	1		10.23s	894	403	3,285
GLM 5.2	8.2	7.2	88.9%	1		13.13s	672	536	4,822

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
Seed-2.0-Lite	10.0	10.0	100.0%	0		12.38s	9,306	222	1,011
GLM 5.2	10.0	10.0	100.0%	0		20.41s	6,861	230	550

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
Seed-2.0-Lite	3.0	10.0	0.0%	0		48.32s	276	9	2,040
GLM 5.2	3.0	10.0	0.0%	0		34.25s	138	381	2,529

Badilisha jozi ya ulinganisho

Grok 4.5highvsGLM 5.2medium DeepSeek V4.1 Flash 1017maxvsGLM 5.2medium Gemini 4 ArgonlowvsGLM 5.2medium Kimi K3maxvsGLM 5.2medium Seed-2.0-LitemediumvsGrok 4.5high Gemini 3.5 FlashhighvsGLM 5.2medium Seed-2.0-LitemediumvsDeepSeek V4.1 Flash 1017max Seed-2.0-LitemediumvsGemini 4 Argonlow Seed-2.0-LitemediumvsDeepSeek V4 Pro 0423high Claude Haiku 5.5highvsGLM 5.2medium GPT-5.6 TerrahighvsGLM 5.2medium Seed-2.0-CodelowvsGLM 5.2medium