Qwen3 Coder Next (default) vs GLM 4.7 Flash

Modeli zilizolinganishwa

Nafasi: #357
Jumla ya tokeni za matokeo: 45,168
Muda wa majibu (wastani): 19.73s
Jumla ya gharama: $0.067

Nafasi: #366
Jumla ya tokeni za matokeo: 27,395
Muda wa majibu (wastani): 13.04s
Jumla ya gharama: $0.027

Muundo unaopendekezwa GLM 4.7 Flash

Its score stays close to the best score here (4.8 vs 4.9), while costing about 2.5x less than Qwen3 Coder Next (default).

Ulinganisho wa kina

Kipimo	Qwen3 Coder Next Qwen3 Coder Next default Toleo: 2026-02-03	GLM 4.7 Flash GLM 4.7 Flash none Toleo: 2026-01-19

Kipimo	Qwen3 Coder Next Qwen3 Coder Next default Toleo: 2026-02-03	GLM 4.7 Flash GLM 4.7 Flash none Toleo: 2026-01-19
Alama	4.9	4.8
Nafasi	#357	#366
Uaminifu	10.0	10.0
Uthabiti	9.7	8.9
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	24.6%	29.0%
Majaribio yasiyo thabiti	1	3
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	1.300	0.528
Jumla ya gharama	$0.067	$0.027
Bei ya ingizo	$0.120 / 1M	$0.061 / 1M
Bei ya toleo	$0.800 / 1M	$0.400 / 1M
Bei ya kusoma akiba	$0.070 / 1M	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	250,329	255,363
Tokeni za matokeo	45,168	27,395
Tokeni za hoja	0	0
Muda wa majibu (wastani)	19.73s	13.04s
Muda wa majibu (upeo)	208.38s	97.15s
Muda wa majibu (jumla)	355.09s	221.61s
Vigezo	80B jumla (3B vinavyotumika)	30B jumla (3B vinavyotumika)
Upatikanaji	Chanzo huria	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.

#357 Qwen3 Coder Next

default

SVG batili

Gharama: $0.058
Muda: 246.3s
Tokeni: 64,126 tok

#366 GLM 4.7 Flash

none

Reached the allocated time limit (300 seconds) without receiving showcase output.

Gharama: $0.000
Muda: 300.0s
Tokeni: 0 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 Coder Next	3.9	9.6	0.0%	0		208.38s	116,102	33,360	0
GLM 4.7 Flash	5.0	10.0	0.0%	0		80.73s	153,850	4,403	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 Coder Next	3.6	10.0	0.0%	0		3.31s	645	1,321	0
GLM 4.7 Flash	5.2	7.9	41.7%	1		5.51s	555	438	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 Coder Next	4.6	7.9	22.2%	1		2.22s	7,442	621	0
GLM 4.7 Flash	4.3	10.0	0.0%	0		2.54s	7,256	650	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 Coder Next	3.0	10.0	0.0%	0		30.86s	107,180	8,541	0
GLM 4.7 Flash	3.0	10.0	0.0%	0		50.18s	77,084	21,175	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 Coder Next	6.5	10.0	50.0%	0		1.32s	7,758	246	0
GLM 4.7 Flash	7.3	5.8	83.3%	1		4.82s	7,107	196	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 Coder Next	5.3	10.0	33.3%	0		871ms	762	26	0
GLM 4.7 Flash	5.3	10.0	33.3%	0		2.22s	696	19	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 Coder Next	10.0	10.0	100.0%	0		1.34s	498	152	0
GLM 4.7 Flash	4.0	10.0	0.0%	0		1.59s	477	134	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 Coder Next	6.3	10.0	50.0%	0		7.78s	684	63	0
GLM 4.7 Flash	6.5	10.0	50.0%	0		888ms	636	62	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 Coder Next	3.0	10.0	0.0%	0		24.34s	678	571	0
GLM 4.7 Flash	6.4	10.0	33.3%	0		1.20s	609	97	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 Coder Next	10.0	10.0	100.0%	0		2.47s	8,364	255	0
GLM 4.7 Flash	2.8	1.6	33.3%	1		7.05s	6,907	212	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 Coder Next	3.0	10.0	0.0%	0		601ms	216	12	0
GLM 4.7 Flash	3.0	10.0	0.0%	0		692ms	186	9	0

Badilisha jozi ya ulinganisho

Qwen3 Coder NextdefaultvsInkling SmallnoneInapatikana bure Laguna S 2.1highInapatikana burevsQwen3 Coder Nextdefault Qwen3 Coder NextdefaultvsMiMo-V2.5none Qwen3 Coder NextdefaultvsHy4 previewnone KAT Coder AIR V2.5lowvsQwen3 Coder Nextdefault Ling 2.6 1tdefaultvsGLM 4.7 Flashnone MiniMax M2.7mediumvsQwen3 Coder Nextdefault Mercury 2.5 PreviewdefaultvsGLM 4.7 Flashnone Nemotron 3.5 LightningmediumInapatikana burevsGLM 4.7 Flashnone Laguna S 2.1highInapatikana burevsGLM 4.7 Flashnone North Mini CodedefaultInapatikana burevsGLM 4.7 Flashnone Mercury 2.5 PreviewlowvsQwen3 Coder Nextdefault