MiniMax: MiniMax M2.5 vs Qwen: Qwen3.5-9B

MiniMax M2.5 (medium) inaongoza kwa average score: 4.6 vs 3.8. Qwen3.5-9B (medium) ina gharama ya chini ya benchmark: $0.036 vs $0.340. MiniMax M2.5 (medium) ni ya haraka zaidi: 68.27s vs 82.24s, na pass rates 45.5% vs 25.8%.

Muundo unaopendekezwaMiniMax M2.5 (medium)It has the strongest score in this comparison (4.6) and the best overall balance of cost and response time across all 2 models.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-25

Kipimo	MiniMax M2.5 MiniMax M2.5 medium Toleo: 2026-02-12	Qwen3.5-9B Qwen3.5-9B medium Toleo: 2026-03-02

Kipimo	MiniMax M2.5 MiniMax M2.5 medium Toleo: 2026-02-12	Qwen3.5-9B Qwen3.5-9B medium Toleo: 2026-03-02
Alama	4.6	3.8
Nafasi	#205	#220
Uaminifu	10.0	5.0
Uthabiti	6.2	8.1
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	45.5%	25.8%
Majaribio yasiyo thabiti	10	5
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	8.648	1.187
Jumla ya gharama	$0.340	$0.036
Bei ya ingizo	$0.150 / 1M	$0.100 / 1M
Bei ya toleo	$0.900 / 1M	$0.150 / 1M
Jumla ya tokeni za ingizo	142,561	17,070
Tokeni za matokeo	125,442	29,045
Tokeni za hoja	339,935	209,516
Muda wa majibu (wastani)	68.27s	82.24s
Muda wa majibu (upeo)	251.36s	226.38s
Muda wa majibu (jumla)	955.75s	1315.88s

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#205 MiniMax M2.5

medium

SVG batili

Gharama: $0.000
Muda: 300.0s
Tokeni: 0 tok

#220 Qwen3.5-9B

medium

Gharama: $0.001
Muda: 35.9s
Tokeni: 3,030 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:

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
MiniMax M2.5	7.9	6.3	83.3%	2		20.82s	612	286	45,344
Qwen3.5-9B	5.1	5.8	50.0%	2		34.44s	369	2,621	12,411

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
MiniMax M2.5	3.4	9.1	0.0%	0		188.58s	6,076	357	106,177
Qwen3.5-9B	2.9	10.0	0.0%	0		100.88s	2,396	7,890	41,129

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
MiniMax M2.5	3.7	1.8	50.0%	2		83.19s	119,959	16,687	18,834
Qwen3.5-9B	3.0	10.0	0.0%	0		0ms	0	0	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
MiniMax M2.5	4.6	1.7	66.7%	2		7.48s	6,584	266	3,835
Qwen3.5-9B	3.6	5.6	33.3%	1		87.31s	4,722	1,383	32,113

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
MiniMax M2.5	2.9	4.4	22.2%	2		237.27s	308	105,047	133,487
Qwen3.5-9B	3.6	7.2	22.2%	1		137.75s	295	11,549	48,475

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
MiniMax M2.5	3.8	2.5	33.3%	1		6.63s	492	25	1,686
Qwen3.5-9B	2.8	1.6	33.3%	1		226.38s	180	0	30,695

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
MiniMax M2.5	7.5	10.0	50.0%	0		621ms	699	156	1,495
Qwen3.5-9B	6.5	10.0	50.0%	0		5.75s	381	491	1,824

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
MiniMax M2.5	5.3	7.2	44.4%	1		11.21s	495	1,069	9,605
Qwen3.5-9B	3.0	10.0	0.0%	0		32.27s	376	1,593	12,026

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
MiniMax M2.5	10.0	10.0	100.0%	0		15.35s	7,123	269	937
Qwen3.5-9B	10.0	10.0	100.0%	0		4.31s	8,283	444	1,149

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
MiniMax M2.5	3.0	10.0	0.0%	0		80.79s	213	1,280	18,535
Qwen3.5-9B	3.0	10.0	0.0%	0		177.02s	68	3,074	29,694

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

MiniMax M2.5mediumvsLaguna S 2.1noneInapatikana bure gpt-oss-120bnoneInapatikana burevsQwen3.5-9Bmedium Mercury 2nonevsMiniMax M2.5medium Trinity Large PreviewnonevsMiniMax M2.5medium KAT-Coder-Air V2.5nonevsMiniMax M2.5medium Granite 4.1 8BnonevsQwen3.5-9Bmedium MiniMax M2.5mediumvsGPT-5.4 Nanonone Ring-2.6-1TnonevsMiniMax M2.5medium Ling-2.6-flashnonevsMiniMax M2.5medium MiniMax M2.5mediumvsNemotron 3 SupernoneInapatikana bure MiniMax M2.5mediumvsGLM 4.7 Flashnone Qwen3.5-9BmediumvsGrok 4.20none