Gemini 3.7 Flash (low) vs Muse Ember (xhigh)

Modeli zilizolinganishwa

Nafasi: #30
Jumla ya tokeni za matokeo: 38,453
Muda wa majibu (wastani): 6.24s
Jumla ya gharama: $0.183

Nafasi: #73
Jumla ya tokeni za matokeo: 409,112
Muda wa majibu (wastani): 13.90s
Jumla ya gharama: $0.232

Muundo unaopendekezwa Gemini 3.7 Flash (low)

It has the best score here (9.4), while responding about 2.2x faster than Muse Ember (xhigh).

Ulinganisho wa kina

Kipimo	Gemini 3.7 Flash Gemini 3.7 Flash low Toleo: 2026-08-14	Muse Ember Muse Ember xhigh Toleo: 2026-11-09

Kipimo	Gemini 3.7 Flash Gemini 3.7 Flash low Toleo: 2026-08-14	Muse Ember Muse Ember xhigh Toleo: 2026-11-09
Alama	9.4	8.8
Nafasi	#30	#73
Uaminifu	10.0	10.0
Uthabiti	9.3	8.9
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	95.7%	76.8%
Majaribio yasiyo thabiti	2	3
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.868	1.450
Jumla ya gharama	$0.183	$0.232
Bei ya ingizo	$0.750 / 1M	$0.100 / 1M
Bei ya toleo	$3.750 / 1M	$0.500 / 1M
Bei ya kusoma akiba	$0.075 / 1M	$0.004 / 1M
Bei ya kuandika akiba	$0.042 / 1M	$0.125 / 1M
Jumla ya tokeni za ingizo	188,519	274,208
Tokeni za matokeo	7,694	11,740
Tokeni za hoja	30,759	397,372
Muda wa majibu (wastani)	6.24s	13.90s
Muda wa majibu (upeo)	58.75s	79.38s
Muda wa majibu (jumla)	143.56s	319.61s
Vigezo	~500B jumla (~20B vinavyotumika)	~150B jumla (~10B 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.

#30 Gemini 3.7 Flash

low

Gharama: $0.010
Muda: 23.5s
Tokeni: 5,210 tok

#73 Muse Ember

xhigh

Gharama: $0.008
Muda: 24.3s
Tokeni: 14,705 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
Gemini 3.7 Flash	10.0	10.0	100.0%	0		58.75s	98,197	1,400	0
Muse Ember	10.0	10.0	100.0%	0		47.42s	151,581	2,661	2,824

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
Gemini 3.7 Flash	10.0	10.0	100.0%	0		1.54s	492	99	1,398
Muse Ember	10.0	10.0	100.0%	0		2.05s	798	288	5,861

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
Gemini 3.7 Flash	7.6	7.2	77.8%	1		6.20s	8,118	461	11,508
Muse Ember	10.0	10.0	100.0%	0		10.41s	7,410	1,225	40,702

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
Gemini 3.7 Flash	10.0	10.0	100.0%	0		13.00s	66,250	4,873	8,108
Muse Ember	10.0	10.0	100.0%	0		13.24s	91,473	4,513	21,164

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
Gemini 3.7 Flash	10.0	10.0	100.0%	0		2.15s	7,548	278	1,093
Muse Ember	7.3	5.8	83.3%	1		3.59s	7,215	368	5,817

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
Gemini 3.7 Flash	8.2	7.2	88.9%	1		3.09s	642	12	3,029
Muse Ember	5.3	7.2	44.4%	1		23.77s	873	1,044	76,708

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
Gemini 3.7 Flash	10.0	10.0	100.0%	0		2.76s	486	81	1,043
Muse Ember	10.0	10.0	100.0%	0		2.88s	522	214	2,610

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
Gemini 3.7 Flash	10.0	10.0	100.0%	0		2.47s	615	72	1,778
Muse Ember	6.5	10.0	50.0%	0		4.17s	759	241	7,345

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
Gemini 3.7 Flash	10.0	10.0	100.0%	0		1.92s	558	166	1,580
Muse Ember	5.9	7.2	55.6%	1		29.02s	786	504	202,040

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
Gemini 3.7 Flash	10.0	10.0	100.0%	0		4.10s	5,457	241	160
Muse Ember	10.0	10.0	100.0%	0		3.93s	12,563	448	1,643

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
Gemini 3.7 Flash	10.0	10.0	100.0%	0		2.92s	156	11	1,062
Muse Ember	3.0	10.0	0.0%	0		25.61s	228	234	30,658

Badilisha jozi ya ulinganisho

DeepSeek V4.1 FlashhighvsMuse Emberxhigh DeepSeek V4.1 FlashmediumvsMuse Emberxhigh Claude Opus 5highvsGemini 3.7 Flashlow Claude Opus 5mediumvsGemini 3.7 Flashlow Muse EmberxhighvsKimi K3.1 Promax Gemini 3.7 FlashlowvsGPT-6.1 Terraxhigh Claude Opus 5.5highvsGemini 3.7 Flashlow Muse EmberxhighvsGPT-5.4medium Gemini 3.7 FlashlowvsGPT-6.1 Terramax Muse EmberxhighvsQwen3.8 MAXlow Muse EmberxhighvsGPT-5.2medium Muse EmberxhighvsKimi K3.1 Prolow