Muse Spark Open (high) vs GPT-5.3-Codex (medium)

Modeli zilizolinganishwa

Nafasi: #30
Jumla ya tokeni za matokeo: 339,545
Muda wa majibu (wastani): 151.96s
Jumla ya gharama: $1.782

Nafasi: #37
Jumla ya tokeni za matokeo: 66,287
Muda wa majibu (wastani): 18.87s
Jumla ya gharama: $1.318

Muundo unaopendekezwa GPT-5.3-Codex (medium)

Its score stays close to the best score here (9.1 vs 9.2), while responding about 8.1x faster than Muse Spark Open (high).

Ulinganisho wa kina

Kipimo	Muse Spark Open Muse Spark Open high Toleo: 2026-10-15	GPT-5.3-Codex GPT-5.3-Codex medium Toleo: 2026-02-05

Kipimo	Muse Spark Open Muse Spark Open high Toleo: 2026-10-15	GPT-5.3-Codex GPT-5.3-Codex medium Toleo: 2026-02-05
Alama	9.2	9.1
Nafasi	#30	#37
Uaminifu	9.4	10.0
Uthabiti	9.6	8.6
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	76.8%	84.1%
Majaribio yasiyo thabiti	1	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	10.481	7.753
Jumla ya gharama	$1.782	$1.318
Bei ya ingizo	$1.250 / 1M	$1.750 / 1M
Bei ya toleo	$4.250 / 1M	$14.000 / 1M
Bei ya kusoma akiba	$0.150 / 1M	$0.175 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	270,889	222,794
Tokeni za matokeo	10,688	7,357
Tokeni za hoja	328,857	58,930
Muda wa majibu (wastani)	151.96s	18.87s
Muda wa majibu (upeo)	960.01s	100.93s
Muda wa majibu (jumla)	3495.01s	433.94s
Vigezo	816B jumla (42B vinavyotumika)	~1.2T jumla (~80B vinavyotumika)
Upatikanaji	Uzani unapatikana	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.

#30 Muse Spark Open

high

Gharama: $0.045
Muda: 239.2s
Tokeni: 10,710 tok

#37 GPT-5.3-Codex

medium

Gharama: $0.049
Muda: 54.9s
Tokeni: 3,580 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
Muse Spark Open	10.0	10.0	100.0%	0		50.14s	163,214	2,275	8,809
GPT-5.3-Codex	10.0	10.0	100.0%	0		61.91s	141,607	1,099	4,814

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
Muse Spark Open	8.3	10.0	75.0%	0		252.99s	1,668	493	7,966
GPT-5.3-Codex	8.7	7.9	91.7%	1		4.16s	606	240	1,722

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
Muse Spark Open	10.0	10.0	100.0%	0		33.49s	8,478	1,743	33,344
GPT-5.3-Codex	10.0	10.0	100.0%	0		19.50s	7,302	535	10,890

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
Muse Spark Open	10.0	10.0	100.0%	0		111.75s	71,541	4,777	43,546
GPT-5.3-Codex	10.0	10.0	100.0%	0		26.04s	57,988	4,258	5,816

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
Muse Spark Open	10.0	10.0	100.0%	0		14.72s	7,767	243	4,454
GPT-5.3-Codex	10.0	10.0	100.0%	0		3.07s	7,140	234	728

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
Muse Spark Open	3.6	7.2	22.2%	1		412.11s	1,460	58	195,947
GPT-5.3-Codex	5.9	7.2	55.6%	1		63.93s	732	71	30,150

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
Muse Spark Open	10.0	10.0	100.0%	0		8.35s	879	141	5,329
GPT-5.3-Codex	4.6	10.0	0.0%	0		4.87s	477	187	331

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
Muse Spark Open	9.8	10.0	100.0%	0		28.50s	1,467	99	5,040
GPT-5.3-Codex	10.0	10.0	100.0%	0		3.04s	660	93	693

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
Muse Spark Open	7.9	9.9	66.7%	0		145.68s	1,623	411	15,366
GPT-5.3-Codex	9.0	7.9	88.9%	1		5.05s	642	356	1,593

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
Muse Spark Open	10.0	10.0	100.0%	0		10.65s	12,354	365	1,129
GPT-5.3-Codex	10.0	10.0	100.0%	0		6.37s	5,445	254	492

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
Muse Spark Open	3.0	10.0	0.0%	0		330.14s	438	83	7,927
GPT-5.3-Codex	2.8	1.6	33.3%	1		14.43s	195	30	1,701

Badilisha jozi ya ulinganisho

Claude Opus 5.5mediumvsMuse Spark Openhigh Claude Haiku 5.5xhighvsGPT-5.3-Codexmedium GPT-5.3-CodexmediumvsQwen3.8 Max (0902)high Muse Spark 1.3highvsGPT-5.3-Codexmedium Muse Spark OpenhighvsGPT-5.5medium Muse WonderlowvsGPT-5.3-Codexmedium Claude Sonnet 5.5maxvsMuse Spark Openhigh GPT-5.3-CodexmediumvsParetodefault Seed 2.1 TurbohighvsGPT-5.3-Codexmedium Muse Spark OpenhighvsQwen3.8 MAXmedium Muse WonderminimalvsGPT-5.3-Codexmedium Claude Sonnet 5.5maxvsGPT-5.3-Codexmedium