Seed-2.0-Code (low) vs GPT-5.6 Luna (high)

Modeli zilizolinganishwa

Nafasi: #130
Jumla ya tokeni za matokeo: 253,807
Muda wa majibu (wastani): 73.02s
Jumla ya gharama: $0.881

Nafasi: #135
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 8.1), while costing about 7.5x less than Seed-2.0-Code (low).

Ulinganisho wa kina

Kipimo	Seed-2.0-Code Seed-2.0-Code low Toleo: 2026-08-12	GPT-5.6 Luna GPT-5.6 Luna high Toleo: 2026-07-09

Kipimo	Seed-2.0-Code Seed-2.0-Code low Toleo: 2026-08-12	GPT-5.6 Luna GPT-5.6 Luna high Toleo: 2026-07-09
Alama	8.1	8.0
Nafasi	#130	#135
Uaminifu	8.9	10.0
Uthabiti	7.9	8.6
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	78.3%	71.0%
Majaribio yasiyo thabiti	6	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	6.288	5.882
Jumla ya gharama	$0.881	$0.118
Bei ya ingizo	$0.500 / 1M	$0.200 / 1M
Bei ya toleo	$3.000 / 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	237,604	197,896
Tokeni za matokeo	9,617	6,211
Tokeni za hoja	244,190	133,184
Muda wa majibu (wastani)	73.02s	18.39s
Muda wa majibu (upeo)	485.92s	111.09s
Muda wa majibu (jumla)	1679.49s	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.

#130 Seed-2.0-Code

low

Provider returned error

Gharama: $0.000
Muda: 0.3s
Tokeni: 0 tok

#135 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-Code	10.0	10.0	100.0%	0		90.18s	151,947	1,475	11,023
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-Code	8.7	7.9	91.7%	1		39.56s	930	2,650	15,987
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-Code	7.0	7.1	55.6%	1		109.70s	7,948	455	55,759
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-Code	7.3	5.8	83.3%	1		99.12s	55,969	3,774	21,408
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-Code	10.0	10.0	100.0%	0		24.88s	8,046	246	1,639
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-Code	4.1	4.4	44.5%	2		238.45s	975	16	132,626
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-Code	6.5	3.4	66.7%	1		11.14s	579	179	1,117
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-Code	9.8	10.0	100.0%	0		12.20s	828	72	1,034
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-Code	9.9	10.0	100.0%	0		12.50s	885	445	2,470
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-Code	10.0	10.0	100.0%	0		55.56s	9,315	296	637
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-Code	3.0	10.0	0.0%	0		10.02s	182	9	490
GPT-5.6 Luna	3.0	10.0	0.0%	0		17.00s	195	31	7,380

Badilisha jozi ya ulinganisho

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