Gemma 4 26B A4B vs Ling 3.1 Flash

Modeli zilizolinganishwa

Nafasi: #275
Jumla ya tokeni za matokeo: 17,306
Muda wa majibu (wastani): 10.55s
Jumla ya gharama: $0.023

Nafasi: #272
Jumla ya tokeni za matokeo: 85,777
Muda wa majibu (wastani): 15.75s
Jumla ya gharama: $0.000

Muundo unaopendekezwa Gemma 4 26B A4B

It has the strongest score in this comparison (5.5) and the best overall balance of cost and response time across all 2 models.

Ulinganisho wa kina

Kipimo	Gemma 4 26B A4B Gemma 4 26B A4B none Toleo: 2026-04-03 Inapatikana bure	Ling 3.1 Flash Ling 3.1 Flash none Toleo: 2026-10-03

Kipimo	Gemma 4 26B A4B Gemma 4 26B A4B none Toleo: 2026-04-03 Inapatikana bure	Ling 3.1 Flash Ling 3.1 Flash none Toleo: 2026-10-03
Alama	5.5	5.5
Nafasi	#275	#272
Uaminifu	10.0	9.8
Uthabiti	9.6	8.4
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	42.0%	33.3%
Majaribio yasiyo thabiti	1	5
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.339	0.000
Jumla ya gharama	$0.023	$0.000
Bei ya ingizo	$0.068 / 1M	$0.000 / 1M
Bei ya toleo	$0.225 / 1M	$0.000 / 1M
Bei ya kusoma akiba	$0.038 / 1M	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	280,126	286,758
Tokeni za matokeo	17,306	85,777
Tokeni za hoja	0	0
Muda wa majibu (wastani)	10.55s	15.75s
Muda wa majibu (upeo)	75.76s	90.95s
Muda wa majibu (jumla)	242.57s	362.23s
Vigezo	25.2B jumla (3.8B vinavyotumika)	560B jumla (25B vinavyotumika)
Upatikanaji	Chanzo huria	Imefungwa

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.

#275 Gemma 4 26B A4B

none

Gharama: $0.001
Muda: 39.5s
Tokeni: 790 tok

#272 Ling 3.1 Flash

none

Gharama: $0.000
Muda: 171.4s
Tokeni: 20,178 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
Gemma 4 26B A4B	5.0	10.0	0.0%	0		75.76s	148,869	1,525	0
Ling 3.1 Flash	6.1	3.1	66.7%	1		68.68s	163,444	9,213	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
Gemma 4 26B A4B	8.3	10.0	75.0%	0		1.28s	852	230	0
Ling 3.1 Flash	3.6	10.0	0.0%	0		2.02s	762	1,298	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
Gemma 4 26B A4B	3.7	7.2	22.2%	1		4.16s	7,736	476	0
Ling 3.1 Flash	4.5	7.5	22.2%	1		31.85s	8,307	27,810	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
Gemma 4 26B A4B	3.0	10.0	0.0%	0		37.23s	104,894	14,266	0
Ling 3.1 Flash	2.9	5.8	16.7%	1		25.41s	92,441	8,416	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
Gemma 4 26B A4B	10.0	10.0	100.0%	0		1.70s	8,352	285	0
Ling 3.1 Flash	10.0	10.0	100.0%	0		12.27s	8,022	249	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
Gemma 4 26B A4B	5.3	10.0	33.3%	0		2.10s	878	27	0
Ling 3.1 Flash	3.0	10.0	0.0%	0		1.72s	846	331	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
Gemma 4 26B A4B	4.0	10.0	0.0%	0		3.54s	576	85	0
Ling 3.1 Flash	5.0	10.0	0.0%	0		1.41s	549	131	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
Gemma 4 26B A4B	6.3	10.0	50.0%	0		690ms	795	75	0
Ling 3.1 Flash	8.0	6.8	66.7%	1		1.22s	750	78	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
Gemma 4 26B A4B	6.2	10.0	33.3%	0		744ms	828	114	0
Ling 3.1 Flash	7.7	10.0	66.7%	0		3.31s	756	2,073	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
Gemma 4 26B A4B	10.0	10.0	100.0%	0		57.10s	6,123	210	0
Ling 3.1 Flash	4.7	1.6	66.7%	1		4.66s	10,650	303	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
Gemma 4 26B A4B	3.0	10.0	0.0%	0		778ms	223	13	0
Ling 3.1 Flash	3.0	10.0	0.0%	0		90.95s	231	35,875	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ling 3.1 FlashnonevsNemotron 3 SupermediumInapatikana bure Gemma 4 26B A4BnoneInapatikana burevsNemotron 3 SupermediumInapatikana bure North Mini CodemediumInapatikana burevsGemma 4 26B A4BnoneInapatikana bure Gemma 4 26B A4BnoneInapatikana burevsHy4 previewlow North Mini CodemediumInapatikana burevsLing 3.1 Flashnone Ling 3.1 FlashnonevsHy4 previewlow Gemma 4 26B A4BnoneInapatikana burevsStep 3.5 Flashmedium Ling 3.1 FlashnonevsStep 3.5 Flashmedium Gemma 4 26B A4BnoneInapatikana burevsGranite 4.2 8Blow Granite 4.2 8BlowvsLing 3.1 Flashnone Ling 3.1 FlashnonevsSpace Bunny Alphalow Gemma 4 26B A4BnoneInapatikana burevsSpace Bunny Alphalow