Ling 3.1 Flash (medium) vs MiniMax M2.5 (medium)

Modeli zilizolinganishwa

Nafasi: #81
Jumla ya tokeni za matokeo: 648,854
Muda wa majibu (wastani): 88.74s
Jumla ya gharama: $0.000

Nafasi: #348
Jumla ya tokeni za matokeo: 290,496
Muda wa majibu (wastani): 102.32s
Jumla ya gharama: $0.440

Muundo unaopendekezwa Ling 3.1 Flash (medium)

It has the strongest score in this comparison (8.3) and the best overall balance of cost and response time across all 2 models.

Ulinganisho wa kina

Kipimo	Ling 3.1 Flash Ling 3.1 Flash medium Toleo: 2026-10-03	MiniMax M2.5 MiniMax M2.5 medium Toleo: 2026-02-12

Kipimo	Ling 3.1 Flash Ling 3.1 Flash medium Toleo: 2026-10-03	MiniMax M2.5 MiniMax M2.5 medium Toleo: 2026-02-12
Alama	8.3	4.3
Nafasi	#81	#348
Uaminifu	9.6	9.3
Uthabiti	8.8	6.8
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	71.0%	42.0%
Majaribio yasiyo thabiti	3	9
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.000	7.104
Jumla ya gharama	$0.000	$0.440
Bei ya ingizo	$0.000 / 1M	$0.270 / 1M
Bei ya toleo	$0.000 / 1M	$1.080 / 1M
Bei ya kusoma akiba	Haipo	$0.027 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	369,495	188,239
Tokeni za matokeo	172,852	27,822
Tokeni za hoja	476,002	262,674
Muda wa majibu (wastani)	88.74s	102.32s
Muda wa majibu (upeo)	567.88s	600.81s
Muda wa majibu (jumla)	2041.10s	1637.05s
Vigezo	560B jumla (25B vinavyotumika)	230B jumla (10B vinavyotumika)
Upatikanaji	Imefungwa	Uzani unapatikana

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.

#81 Ling 3.1 Flash

medium

Gharama: $0.000
Muda: 101.1s
Tokeni: 11,607 tok

#348 MiniMax M2.5

medium

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
Ling 3.1 Flash	10.0	10.0	100.0%	0		100.10s	233,792	12,506	12,249
MiniMax M2.5	3.0	10.0	0.0%	0		600.81s	45,618	7,413	10,854

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
Ling 3.1 Flash	10.0	10.0	100.0%	0		4.24s	750	1,152	3,396
MiniMax M2.5	7.9	6.3	83.3%	2		20.82s	612	286	45,344

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
Ling 3.1 Flash	10.0	10.0	100.0%	0		87.15s	8,298	19,577	62,002
MiniMax M2.5	3.4	9.1	0.0%	0		188.58s	6,076	357	106,177

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
Ling 3.1 Flash	6.6	9.1	50.0%	0		306.46s	106,402	26,806	100,471
MiniMax M2.5	3.7	1.8	50.0%	2		83.19s	119,959	16,687	18,834

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
Ling 3.1 Flash	10.0	10.0	100.0%	0		20.92s	8,016	1,334	3,754
MiniMax M2.5	4.6	1.7	66.7%	2		7.48s	6,584	266	3,835

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
Ling 3.1 Flash	2.9	7.2	11.1%	1		262.25s	837	100,307	228,869
MiniMax M2.5	2.9	7.2	11.1%	1		158.88s	368	14	45,372

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
Ling 3.1 Flash	5.3	10.0	0.0%	0		7.28s	546	152	1,820
MiniMax M2.5	3.8	2.5	33.3%	1		6.63s	492	25	1,686

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
Ling 3.1 Flash	9.8	10.0	100.0%	0		3.57s	744	323	1,317
MiniMax M2.5	7.5	10.0	50.0%	0		621ms	699	156	1,495

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
Ling 3.1 Flash	8.2	7.2	88.9%	1		42.32s	747	5,455	40,080
MiniMax M2.5	5.3	7.2	44.4%	1		11.21s	495	1,069	9,605

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
Ling 3.1 Flash	2.8	2.1	33.3%	1		47.17s	9,135	3,850	12,018
MiniMax M2.5	10.0	10.0	100.0%	0		15.35s	7,123	269	937

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
Ling 3.1 Flash	3.0	10.0	0.0%	0		32.55s	228	1,390	10,026
MiniMax M2.5	3.0	10.0	0.0%	0		80.79s	213	1,280	18,535

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling 3.1 FlashmediumvsGrok 4.5high Ling 3.1 FlashmediumvsKimi K3max Gemini 3.5 FlashhighvsLing 3.1 Flashmedium Ling 3.1 FlashmediumvsGPT-5.6 Terrahigh Mercury 2nonevsMiniMax M2.5medium Ling 3.1 FlashmediumvsGLM 5.2high DeepSeek V4 Flash 0731highvsLing 3.1 Flashmedium MiniMax M2.5mediumvsgpt-oss-120bnone Seed-2.0-CodelowvsLing 3.1 Flashmedium Granite 4.2 8BnonevsMiniMax M2.5medium Ling 3.1 FlashmediumvsMuse Spark 1.1high Ling 3.1 FlashmediumvsInklinghighInapatikana bure