Qwen3.7 Flash (medium) vs Step 3.7 Flash (high)

Modeli zilizolinganishwa

Nafasi: #224
Jumla ya tokeni za matokeo: 514,925
Muda wa majibu (wastani): 51.80s
Jumla ya gharama: $0.076

Nafasi: #227
Jumla ya tokeni za matokeo: 1,100,052
Muda wa majibu (wastani): 72.72s
Jumla ya gharama: $1.478

Muundo unaopendekezwa Qwen3.7 Flash (medium)

It has the best score here (6.6), while costing about 19.5x less than Step 3.7 Flash (high).

Ulinganisho wa kina

Kipimo	Qwen3.7 Flash Qwen3.7 Flash medium Toleo: 2026-07-28	Step 3.7 Flash Step 3.7 Flash high Toleo: 2026-05-29

Kipimo	Qwen3.7 Flash Qwen3.7 Flash medium Toleo: 2026-07-28	Step 3.7 Flash Step 3.7 Flash high Toleo: 2026-05-29
Alama	6.6	6.6
Nafasi	#224	#227
Uaminifu	10.0	10.0
Uthabiti	7.3	8.5
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	62.3%	58.0%
Majaribio yasiyo thabiti	8	4
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.760	12.267
Jumla ya gharama	$0.076	$1.478
Bei ya ingizo	$0.030 / 1M	$0.200 / 1M
Bei ya toleo	$0.130 / 1M	$1.150 / 1M
Bei ya kusoma akiba	$0.006 / 1M	$0.040 / 1M
Bei ya kuandika akiba	$0.039 / 1M	Haipo
Jumla ya tokeni za ingizo	300,394	421,200
Tokeni za matokeo	14,081	1,100,052
Tokeni za hoja	500,844	0
Muda wa majibu (wastani)	51.80s	72.72s
Muda wa majibu (upeo)	593.64s	364.99s
Muda wa majibu (jumla)	1191.42s	1672.53s
Vigezo	~35B jumla (~3B vinavyotumika)	198B jumla (11B vinavyotumika)
Upatikanaji	Imefungwa	Chanzo huria

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.

#224 Qwen3.7 Flash

medium

Reached the allocated time limit (600 seconds) without receiving showcase output.

Gharama: $0.000
Muda: 600.0s
Tokeni: 0 tok

#227 Step 3.7 Flash

high

Gharama: $0.007
Muda: 63.6s
Tokeni: 6,030 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	5.2	3.2	33.3%	1		148.99s	185,917	1,295	43,554
Step 3.7 Flash	5.4	9.6	0.0%	0		130.38s	322,500	49,152	0

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	10.0	10.0	100.0%	0		9.56s	672	525	12,844
Step 3.7 Flash	10.0	10.0	100.0%	0		13.40s	696	42,656	0

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	6.2	6.9	55.6%	1		46.78s	7,893	563	61,902
Step 3.7 Flash	4.0	6.0	22.2%	1		206.21s	6,057	327,340	0

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	6.4	5.8	66.7%	1		314.17s	87,042	10,432	296,919
Step 3.7 Flash	8.7	6.9	83.3%	1		41.23s	73,938	49,842	0

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		15.42s	7,782	270	11,588
Step 3.7 Flash	10.0	10.0	100.0%	0		14.72s	7,368	23,113	0

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	2.9	7.2	11.1%	1		38.02s	780	59	38,977
Step 3.7 Flash	3.6	7.2	22.2%	1		189.35s	792	429,007	0

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	5.5	10.0	0.0%	0		10.18s	516	143	3,647
Step 3.7 Flash	5.5	10.0	0.0%	0		4.17s	510	2,862	0

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	5.8	2.7	66.7%	2		9.27s	699	100	7,457
Step 3.7 Flash	9.8	10.0	100.0%	0		1.52s	705	2,010	0

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	7.1	5.1	77.8%	2		8.30s	696	355	9,138
Step 3.7 Flash	5.3	7.2	44.4%	1		10.22s	711	25,422	0

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		7.80s	8,193	309	2,171
Step 3.7 Flash	10.0	10.0	100.0%	0		2.79s	7,701	1,172	0

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		29.17s	204	30	12,647
Step 3.7 Flash	3.0	10.0	0.0%	0		149.34s	222	147,476	0

Badilisha jozi ya ulinganisho

Mercury 2mediumvsStep 3.7 Flashhigh Beam 1.0 501B A23BmediumvsStep 3.7 Flashhigh LongCat 2.0lowvsQwen3.7 Flashmedium KAT-Coder-Pro V2.5lowvsStep 3.7 Flashhigh Qwen3.7 FlashmediumvsGLM 5.2none LongCat 2.0lowvsStep 3.7 Flashhigh GPT-5.5nonevsQwen3.7 Flashmedium Qwen3.7 FlashmediumvsGLM 5.3 Flashlow Claude Sonnet 5.5mediumvsStep 3.7 Flashhigh KAT-Coder-Pro V2.5lowvsQwen3.7 Flashmedium Apodex 1.1 MinihighInapatikana burevsQwen3.7 Flashmedium Qwen3.6 35B A3BmediumvsStep 3.7 Flashhigh