Qwen3.8 Flash Next (xhigh) vs Step 3.7 Flash (low)

Modeli zilizolinganishwa

Nafasi: #154
Jumla ya tokeni za matokeo: 621,056
Muda wa majibu (wastani): 102.66s
Jumla ya gharama: ~$0.195

Nafasi: #151
Jumla ya tokeni za matokeo: 339,108
Muda wa majibu (wastani): 20.72s
Jumla ya gharama: $0.449

Muundo unaopendekezwa Step 3.7 Flash (low)

It has the best score here (7.2), while responding about 5.0x faster than Qwen3.8 Flash Next (xhigh).

Ulinganisho wa kina

Kipimo	Qwen3.8 Flash Next Qwen3.8 Flash Next xhigh Toleo: 2026-10-04	Step 3.7 Flash Step 3.7 Flash low Toleo: 2026-05-29

Kipimo	Qwen3.8 Flash Next Qwen3.8 Flash Next xhigh Toleo: 2026-10-04	Step 3.7 Flash Step 3.7 Flash low Toleo: 2026-05-29
Alama	7.1	7.2
Nafasi	#154	#151
Uaminifu	9.9	10.0
Uthabiti	7.9	7.9
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	72.5%	63.8%
Majaribio yasiyo thabiti	6	6
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	~1.390	4.078
Jumla ya gharama	~$0.195	$0.449
Bei ya ingizo	Haipo	$0.200 / 1M
Bei ya toleo	Haipo	$1.150 / 1M
Bei ya kusoma akiba	Haipo	$0.040 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	301,749	292,685
Tokeni za matokeo	1,033	339,108
Tokeni za hoja	620,023	0
Muda wa majibu (wastani)	102.66s	20.72s
Muda wa majibu (upeo)	674.08s	124.75s
Muda wa majibu (jumla)	2361.10s	476.67s
Vigezo	180B jumla (6B vinavyotumika)	198B jumla (11B vinavyotumika)
Upatikanaji	Uzani unapatikana	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.

#154 Qwen3.8 Flash Next

xhigh

Gharama: ~$0.010
Muda: 333.1s
Tokeni: 30,654 tok

#151 Step 3.7 Flash

low

SVG batili

Gharama: $0.004
Muda: 25.3s
Tokeni: 3,072 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
Qwen3.8 Flash Next	4.7	3.1	33.3%	1		173.66s	148,808	26	38,616
Step 3.7 Flash	7.4	3.8	66.7%	1		83.63s	188,843	18,715	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
Qwen3.8 Flash Next	10.0	10.0	100.0%	0		6.73s	1,128	184	7,283
Step 3.7 Flash	8.7	7.9	91.7%	1		4.02s	756	10,896	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
Qwen3.8 Flash Next	7.4	7.0	77.8%	1		192.20s	8,235	122	186,070
Step 3.7 Flash	8.2	7.2	88.9%	1		9.46s	7,437	18,685	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
Qwen3.8 Flash Next	7.3	5.8	83.3%	1		92.24s	122,809	52	43,355
Step 3.7 Flash	7.3	5.8	83.3%	1		66.18s	77,415	93,682	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
Qwen3.8 Flash Next	10.0	10.0	100.0%	0		9.24s	8,325	212	3,925
Step 3.7 Flash	7.3	5.8	83.3%	1		2.29s	7,398	2,667	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
Qwen3.8 Flash Next	3.5	4.4	33.3%	2		326.96s	1,122	11	239,950
Step 3.7 Flash	2.9	7.2	11.1%	1		22.65s	837	48,299	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
Qwen3.8 Flash Next	4.7	3.1	33.3%	1		3.95s	630	82	864
Step 3.7 Flash	3.4	9.3	0.0%	0		7.00s	525	4,604	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
Qwen3.8 Flash Next	9.8	10.0	100.0%	0		3.72s	927	42	1,939
Step 3.7 Flash	9.8	10.0	100.0%	0		1.58s	735	1,857	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
Qwen3.8 Flash Next	7.7	10.0	66.7%	0		19.51s	1,038	275	15,050
Step 3.7 Flash	5.5	9.9	33.3%	0		1.84s	756	3,564	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
Qwen3.8 Flash Next	10.0	10.0	100.0%	0		5.11s	8,409	21	650
Step 3.7 Flash	10.0	10.0	100.0%	0		3.25s	7,746	1,360	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
Qwen3.8 Flash Next	3.0	10.0	0.0%	0		325.04s	318	6	82,321
Step 3.7 Flash	3.0	10.0	0.0%	0		124.75s	237	134,779	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Step 3.7 FlashlowvsGLM 5medium LongCat 2.0mediumvsStep 3.7 Flashlow Qwen3.6 27BmediumvsStep 3.7 Flashlow Qwen3.7 FlashhighvsStep 3.7 Flashlow Claude Opus 5nonevsStep 3.7 Flashlow Qwen3.8 Flash NextxhighvsGLM 5.3 FlashXmedium Qwen3.8 Flash NextxhighvsMiMo-V2.6-Flashlow Qwen3.8 27BmediumInapatikana burevsStep 3.7 Flashlow Claude Opus 5nonevsQwen3.8 Flash Nextxhigh Qwen3.8 Flash NextxhighvsMiMo-V2.5medium Qwen3.5 Plus 2026-02-15mediumvsStep 3.7 Flashlow Qwen3.8 Flash NextxhighvsGLM 5medium