AI BENCHY Compare

Laguna M.1 vs Qwen: Qwen3 Coder Next

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-04-29

Kipimo	Laguna M.1 Laguna M.1 none Toleo: 2026-04-28 Inapatikana bure	Qwen3 Coder Next Qwen3 Coder Next none Toleo: 2026-02-03

Kipimo	Laguna M.1 Laguna M.1 none Toleo: 2026-04-28 Inapatikana bure	Qwen3 Coder Next Qwen3 Coder Next none Toleo: 2026-02-03
Alama	5.1	5.1
Nafasi	#117	#113
Uaminifu	9.9	Haipo
Uthabiti	8.7	9.7
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	33.3%	25.9%
Majaribio yasiyo thabiti	3	1
Jumla ya uendeshaji	54	54
Gharama kwa matokeo	0.000	0.188
Jumla ya gharama	$0.000	$0.008
Bei ya ingizo	$0.000 / 1M	$0.140 / 1M
Bei ya toleo	$0.000 / 1M	$0.800 / 1M
Tokeni za matokeo	2,870	3,617
Tokeni za hoja	0	0
Muda wa majibu (wastani)	2.79s	10.18s
Muda wa majibu (upeo)	15.42s	45.14s
Muda wa majibu (jumla)	50.24s	122.13s

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

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za matokeo	Tokeni za hoja
Laguna M.1	3.4	7.9	16.7%	1		1.23s	485	0
Qwen3 Coder Next	3.6	10.0	0.0%	0		3.31s	1,321	0

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za matokeo	Tokeni za hoja
Laguna M.1	7.5	3.8	66.7%	1		2.93s	543	0
Qwen3 Coder Next	7.3	3.7	66.7%	1		3.14s	585	0

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za matokeo	Tokeni za hoja
Laguna M.1	3.0	10.0	0.0%	0		4.32s	622	0
Qwen3 Coder Next	3.0	10.0	0.0%	0		45.14s	317	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 matokeo	Tokeni za hoja
Laguna M.1	10.0	10.0	100.0%	0		3.37s	246	0
Qwen3 Coder Next	6.5	10.0	50.0%	0		1.32s	246	0

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za matokeo	Tokeni za hoja
Laguna M.1	3.6	7.2	22.2%	1		5.50s	33	0
Qwen3 Coder Next	5.3	10.0	33.3%	0		962ms	26	0

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za matokeo	Tokeni za hoja
Laguna M.1	4.0	10.0	0.0%	0		3.08s	212	0
Qwen3 Coder Next	10.0	10.0	100.0%	0		1.34s	152	0

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za matokeo	Tokeni za hoja
Laguna M.1	6.3	10.0	50.0%	0		683ms	80	0
Qwen3 Coder Next	4.8	10.0	0.0%	0		7.71s	63	0

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za matokeo	Tokeni za hoja
Laguna M.1	3.2	10.0	0.0%	0		951ms	340	0
Qwen3 Coder Next	3.2	10.0	0.0%	0		22.86s	652	0

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za matokeo	Tokeni za hoja
Laguna M.1	10.0	10.0	100.0%	0		7.54s	309	0
Qwen3 Coder Next	10.0	10.0	100.0%	0		2.47s	255	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Nemotron 3 Nano Omni 30b A3b ReasoningmediumInapatikana burevsQwen3 Coder Nextnone Elephant AlphamediumvsQwen3 Coder Nextnone MiniMax M2.7mediumvsQwen3 Coder Nextnone Nemotron 3 Nano Omni 30b A3b ReasoningmediumInapatikana burevsLaguna M.1noneInapatikana bure Elephant AlphamediumvsLaguna M.1noneInapatikana bure MiniMax M2.7mediumvsLaguna M.1noneInapatikana bure Laguna M.1noneInapatikana burevsQwen3 Coder Nextmedium Laguna M.1noneInapatikana burevsGLM 4.7 Flashmedium Qwen3 Coder NextnonevsGLM 4.7 Flashmedium Mistral Small 4mediumvsQwen3 Coder Nextnone MiniMax M2.5mediumInapatikana burevsQwen3 Coder Nextnone Mistral Small 4mediumvsLaguna M.1noneInapatikana bure