Qwen3.7 Flash vs Hy4 (high)

Modeli zilizolinganishwa

Nafasi: #323
Jumla ya tokeni za matokeo: 117,742
Muda wa majibu (wastani): 14.70s
Jumla ya gharama: $0.028

Nafasi: #327
Jumla ya tokeni za matokeo: 2,328,895
Muda wa majibu (wastani): 219.63s
Jumla ya gharama: $3.055

Muundo unaopendekezwa Qwen3.7 Flash

It has the best score here (5.9), while costing about 110.6x less than Hy4 (high).

Ulinganisho wa kina

Kipimo	Qwen3.7 Flash Qwen3.7 Flash none Toleo: 2026-07-28	Hy4 Hy4 high Toleo: 2026-11-04

Kipimo	Qwen3.7 Flash Qwen3.7 Flash none Toleo: 2026-07-28	Hy4 Hy4 high Toleo: 2026-11-04
Alama	5.9	5.8
Nafasi	#323	#327
Uaminifu	10.0	9.7
Uthabiti	9.0	8.2
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	36.2%	56.5%
Majaribio yasiyo thabiti	3	5
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.395	30.547
Jumla ya gharama	$0.028	$3.055
Bei ya ingizo	$0.030 / 1M	$0.417 / 1M
Bei ya toleo	$0.130 / 1M	$1.251 / 1M
Bei ya kusoma akiba	$0.006 / 1M	$0.021 / 1M
Bei ya kuandika akiba	$0.039 / 1M	Haipo
Jumla ya tokeni za ingizo	410,787	341,340
Tokeni za matokeo	117,742	5,382
Tokeni za hoja	0	2,323,513
Muda wa majibu (wastani)	14.70s	219.63s
Muda wa majibu (upeo)	186.24s	540.04s
Muda wa majibu (jumla)	338.13s	5051.38s
Vigezo	~35B jumla (~3B vinavyotumika)	~770B jumla (~49B 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.

#323 Qwen3.7 Flash

none

Gharama: $0.001
Muda: 34.0s
Tokeni: 4,814 tok

#327 Hy4

high

Gharama: $0.030
Muda: 162.4s
Tokeni: 23,596 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
Qwen3.7 Flash	4.7	3.1	33.3%	1		117.01s	192,047	27,235	0
Hy4	4.7	1.6	66.7%	1		123.43s	179,651	768	36,313

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
Qwen3.7 Flash	3.0	7.9	8.3%	1		2.55s	696	1,627	0
Hy4	8.7	7.9	91.7%	1		106.08s	750	114	205,261

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
Qwen3.7 Flash	5.5	10.0	33.3%	0		1.55s	7,911	855	0
Hy4	7.5	10.0	66.7%	0		237.29s	7,527	30	316,572

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
Qwen3.7 Flash	3.8	5.8	33.3%	1		94.59s	191,173	86,701	0
Hy4	3.0	10.0	0.0%	0		267.91s	125,919	3,774	258,187

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
Qwen3.7 Flash	10.0	10.0	100.0%	0		2.09s	7,794	243	0
Hy4	6.1	5.6	66.7%	1		144.49s	7,197	141	151,840

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
Qwen3.7 Flash	5.3	10.0	33.3%	0		814ms	798	15	0
Hy4	3.0	10.0	0.0%	0		483.36s	831	3	577,708

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
Qwen3.7 Flash	10.0	10.0	100.0%	0		963ms	522	86	0
Hy4	10.0	10.0	100.0%	0		265.14s	525	29	135,794

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
Qwen3.7 Flash	6.3	10.0	50.0%	0		892ms	711	66	0
Hy4	7.3	5.8	83.3%	1		233.35s	732	8	264,384

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
Qwen3.7 Flash	3.7	10.0	0.0%	0		1.39s	714	633	0
Hy4	7.7	10.0	66.7%	0		214.71s	750	153	334,702

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
Qwen3.7 Flash	10.0	10.0	100.0%	0		2.80s	8,211	272	0
Hy4	4.6	1.8	66.7%	1		32.48s	17,212	346	9,097

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
Qwen3.7 Flash	3.0	10.0	0.0%	0		766ms	210	9	0
Hy4	3.0	10.0	0.0%	0		108.44s	246	16	33,655

Badilisha jozi ya ulinganisho

DeepSeek V4.1 Flash 1017nonevsHy4high GPT-5.6 TerranonevsHy4high Qwen3.8 Flash NextnonevsHy4high Qwen3.7 FlashnonevsHy4low DeepSeek V4.1 FlashnonevsHy4high Nemotron 3 UltranoneInapatikana burevsHy4high gpt-oss-120bmediumvsQwen3.7 Flashnone Claude Sonnet 5nonevsHy4high Ring 2.6 1tmediumvsHy4high Gemini 3.1 Flash LiteminimalvsQwen3.7 Flashnone Qwen3.6 FlashnonevsHy4high GPT-5 NanomediumvsHy4high