Seed-2.0-Lite (medium) vs GPT-5.6 Luna (high)

Modeli zilizolinganishwa

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

Nafasi: #110
Jumla ya tokeni za matokeo: 139,395
Muda wa majibu (wastani): 18.39s
Jumla ya gharama: $0.118

Muundo unaopendekezwa GPT-5.6 Luna (high)

Its score stays close to the best score here (8.0 vs 8.2), while costing about 2.3x less than Seed-2.0-Lite (medium).

Ulinganisho wa kina

Kipimo	Seed-2.0-Lite Seed-2.0-Lite medium Toleo: 2026-02-14	GPT-5.6 Luna GPT-5.6 Luna high Toleo: 2026-07-09

Kipimo	Seed-2.0-Lite Seed-2.0-Lite medium Toleo: 2026-02-14	GPT-5.6 Luna GPT-5.6 Luna high Toleo: 2026-07-09
Alama	8.2	8.0
Nafasi	#104	#110
Uaminifu	10.0	10.0
Uthabiti	8.7	8.6
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	71.0%	71.0%
Majaribio yasiyo thabiti	4	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	1.931	5.882
Jumla ya gharama	$0.271	$0.118
Bei ya ingizo	$0.250 / 1M	$0.200 / 1M
Bei ya toleo	$2.000 / 1M	$1.200 / 1M
Bei ya kusoma akiba	Haipo	$0.020 / 1M
Bei ya kuandika akiba	Haipo	$0.250 / 1M
Jumla ya tokeni za ingizo	229,530	197,896
Tokeni za matokeo	13,757	6,211
Tokeni za hoja	92,662	133,184
Muda wa majibu (wastani)	48.87s	18.39s
Muda wa majibu (upeo)	254.92s	111.09s
Muda wa majibu (jumla)	1123.91s	422.93s
Vigezo	~200B jumla (~20B vinavyotumika)	~400B jumla (~17B 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.

#104 Seed-2.0-Lite

medium

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

#110 GPT-5.6 Luna

high

Gharama: $0.033
Muda: 34.2s
Tokeni: 5,484 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
GPT-5.6 Luna	10.0	10.0	100.0%	0		60.15s	116,969	1,123	2,957

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
GPT-5.6 Luna	8.3	10.0	75.0%	0		2.99s	606	162	1,265

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
GPT-5.6 Luna	5.5	4.7	55.6%	2		15.63s	7,302	510	17,746

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
GPT-5.6 Luna	10.0	10.0	100.0%	0		19.05s	57,719	3,366	8,005

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
GPT-5.6 Luna	10.0	10.0	100.0%	0		2.18s	7,140	234	470

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
GPT-5.6 Luna	5.3	7.2	44.4%	1		62.87s	732	69	75,712

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
GPT-5.6 Luna	5.0	10.0	0.0%	0		3.65s	477	117	563

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
GPT-5.6 Luna	9.9	10.0	100.0%	0		1.79s	660	97	481

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
GPT-5.6 Luna	7.6	7.2	77.8%	1		14.55s	642	242	18,281

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
GPT-5.6 Luna	10.0	10.0	100.0%	0		4.98s	5,454	260	324

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
GPT-5.6 Luna	3.0	10.0	0.0%	0		17.00s	195	31	7,380

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