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

Modeli zilizolinganishwa

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

Nafasi: #37
Jumla ya tokeni za matokeo: 254,892
Muda wa majibu (wastani): 11.67s
Jumla ya gharama: $0.156

Muundo unaopendekezwa Gemini 3.7 Flash (low)

It has the best score here (9.4), while responding about 1.9x faster than Muse Ember (high).

Ulinganisho wa kina

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

Kipimo	Gemini 3.7 Flash Gemini 3.7 Flash low Toleo: 2026-08-14	Muse Ember Muse Ember high Toleo: 2026-11-09
Alama	9.4	9.2
Nafasi	#30	#37
Uaminifu	10.0	10.0
Uthabiti	9.3	9.6
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	95.7%	79.7%
Majaribio yasiyo thabiti	2	1
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.868	0.865
Jumla ya gharama	$0.183	$0.156
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	282,192
Tokeni za matokeo	7,694	14,054
Tokeni za hoja	30,759	240,838
Muda wa majibu (wastani)	6.24s	11.67s
Muda wa majibu (upeo)	58.75s	53.01s
Muda wa majibu (jumla)	143.56s	268.45s
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

#37 Muse Ember

high

Gharama: $0.005
Muda: 18.3s
Tokeni: 9,965 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		48.28s	149,560	2,625	1,759

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		2.29s	798	275	5,440

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		9.62s	7,410	1,213	34,691

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		10.86s	102,312	5,879	17,216

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	10.0	10.0	100.0%	0		3.86s	7,215	342	4,585

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	10.0	33.3%	0		29.08s	873	1,687	119,272

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		2.80s	522	201	1,993

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	9.8	10.0	100.0%	0		3.05s	759	159	4,867

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	5.4	7.2	44.4%	1		12.05s	786	1,091	33,034

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		3.95s	11,729	319	1,231

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		16.46s	228	263	16,750

Badilisha jozi ya ulinganisho

Gemini 4 HydrogenmediumvsMuse Emberhigh Claude Opus 5highvsGemini 3.7 Flashlow Claude Opus 5mediumvsGemini 3.7 Flashlow Seed 2.1 TurbolowvsMuse Emberhigh Gemini 4 HydrogenlowvsMuse Emberhigh Gemini 3.7 FlashlowvsGPT-6.1 Terraxhigh Claude Opus 5.5highvsGemini 3.7 Flashlow Claude Opus 5.5mediumvsMuse Emberhigh Gemini 3.7 FlashlowvsGPT-6.1 Terramax Muse EmberhighvsGPT-5.5medium Claude Sonnet 5.5maxvsMuse Emberhigh Muse EmberhighvsGPT-6.1 Terralow