Muse Spark 1.3 (high) vs GPT-5.3-Codex (medium)

Modeli zilizolinganishwa

Nafasi: #39
Jumla ya tokeni za matokeo: 369,142
Muda wa majibu (wastani): 52.87s
Jumla ya gharama: $1.891

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)

It has the best score here (9.1), while responding about 2.8x faster than Muse Spark 1.3 (high).

Ulinganisho wa kina

Kipimo	Muse Spark 1.3 Muse Spark 1.3 high Toleo: 2026-09-02	GPT-5.3-Codex GPT-5.3-Codex medium Toleo: 2026-02-05

Kipimo	Muse Spark 1.3 Muse Spark 1.3 high Toleo: 2026-09-02	GPT-5.3-Codex GPT-5.3-Codex medium Toleo: 2026-02-05
Alama	9.1	9.1
Nafasi	#39	#37
Uaminifu	10.0	10.0
Uthabiti	9.3	8.6
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	78.3%	84.1%
Majaribio yasiyo thabiti	2	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	11.121	7.753
Jumla ya gharama	$1.891	$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	257,320	222,794
Tokeni za matokeo	14,459	7,357
Tokeni za hoja	354,683	58,930
Muda wa majibu (wastani)	52.87s	18.87s
Muda wa majibu (upeo)	251.53s	100.93s
Muda wa majibu (jumla)	1216.04s	433.94s
Vigezo	~1T jumla (~50B vinavyotumika)	~1.2T jumla (~80B 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.

#39 Muse Spark 1.3

high

Gharama: $0.050
Muda: 203.3s
Tokeni: 11,679 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 1.3	10.0	10.0	100.0%	0		61.28s	158,177	2,376	7,158
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 1.3	10.0	10.0	100.0%	0		5.71s	618	487	8,829
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 1.3	10.0	10.0	100.0%	0		51.66s	7,275	1,228	64,287
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 1.3	10.0	10.0	100.0%	0		55.55s	68,737	5,707	46,328
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 1.3	10.0	10.0	100.0%	0		7.01s	7,155	491	6,758
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 1.3	2.9	7.2	11.1%	1		174.56s	690	801	114,774
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 1.3	10.0	10.0	100.0%	0		9.49s	477	228	2,634
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 1.3	6.5	10.0	50.0%	0		14.70s	669	353	10,553
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 1.3	8.7	7.7	88.9%	1		38.42s	651	1,178	37,874
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 1.3	9.6	10.0	100.0%	0		33.95s	12,688	1,046	14,673
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 1.3	3.0	10.0	0.0%	0		140.05s	183	564	40,815
GPT-5.3-Codex	2.8	1.6	33.3%	1		14.43s	195	30	1,701

Badilisha jozi ya ulinganisho

Claude Haiku 5.5xhighvsGPT-5.3-Codexmedium GPT-5.3-CodexmediumvsQwen3.8 Max (0902)high Claude Haiku 5.5xhighvsMuse Spark 1.3high Muse Spark 1.3highvsParetodefault Muse WonderlowvsGPT-5.3-Codexmedium GPT-5.3-CodexmediumvsParetodefault Seed 2.1 TurbohighvsGPT-5.3-Codexmedium Muse WonderminimalvsGPT-5.3-Codexmedium Claude Sonnet 5.5maxvsGPT-5.3-Codexmedium Muse Spark 1.3highvsQwen3.8 MAXmedium Claude Sonnet 5.5maxvsMuse Spark 1.3high Muse Spark 1.3highvsGPT-5.5medium