Gemma 4 26B A4B vs Qwen3.8 27B

Modeli zilizolinganishwa

Nafasi: #366
Jumla ya tokeni za matokeo: 17,306
Muda wa majibu (wastani): 10.55s
Jumla ya gharama: $0.031

Nafasi: #370
Jumla ya tokeni za matokeo: 13,791
Muda wa majibu (wastani): 5.05s
Jumla ya gharama: ~$0.010

Muundo unaopendekezwa Qwen3.8 27B

It has the best score here (5.4), while costing about 3.2x less than Gemma 4 26B A4B.

Ulinganisho wa kina

Kipimo	Gemma 4 26B A4B Gemma 4 26B A4B none Toleo: 2026-04-03 Inapatikana bure	Qwen3.8 27B Qwen3.8 27B none Toleo: 2026-08-14 Inapatikana bure

Kipimo	Gemma 4 26B A4B Gemma 4 26B A4B none Toleo: 2026-04-03 Inapatikana bure	Qwen3.8 27B Qwen3.8 27B none Toleo: 2026-08-14 Inapatikana bure
Alama	5.5	5.4
Nafasi	#366	#370
Uaminifu	10.0	10.0
Uthabiti	9.6	10.0
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	42.0%	39.1%
Majaribio yasiyo thabiti	1	0
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	0.339	~0.107
Jumla ya gharama	$0.031	~$0.010
Bei ya ingizo	$0.090 / 1M	Haipo
Bei ya toleo	$0.300 / 1M	Haipo
Bei ya kusoma akiba	$0.050 / 1M	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	280,126	281,460
Tokeni za matokeo	17,306	13,791
Tokeni za hoja	0	0
Muda wa majibu (wastani)	10.55s	5.05s
Muda wa majibu (upeo)	75.76s	47.42s
Muda wa majibu (jumla)	242.57s	116.11s
Vigezo	25.2B jumla (3.8B vinavyotumika)	27.3B
Upatikanaji	Chanzo huria	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.

#366 Gemma 4 26B A4B

none

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

#370 Qwen3.8 27B

none

Gharama: ~$0.001
Muda: 23.9s
Tokeni: 1,922 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
Qwen3.8 27B	5.0	10.0	0.0%	0		47.42s	158,997	2,346	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
Qwen3.8 27B	6.5	10.0	50.0%	0		828ms	696	267	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
Qwen3.8 27B	5.5	10.0	33.3%	0		1.19s	7,911	408	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
Qwen3.8 27B	3.0	10.0	0.0%	0		24.10s	95,181	9,588	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
Qwen3.8 27B	6.5	10.0	50.0%	0		1.14s	7,788	246	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
Qwen3.8 27B	7.7	10.0	66.7%	0		552ms	798	27	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
Qwen3.8 27B	4.2	9.9	0.0%	0		1.31s	522	126	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
Qwen3.8 27B	6.3	10.0	50.0%	0		582ms	711	72	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
Qwen3.8 27B	6.0	10.0	33.3%	0		1.25s	714	411	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
Qwen3.8 27B	10.0	10.0	100.0%	0		2.75s	7,932	273	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
Qwen3.8 27B	3.0	10.0	0.0%	0		703ms	210	27	0

Badilisha jozi ya ulinganisho

North Mini CodemediumInapatikana burevsQwen3.8 27BnoneInapatikana bure Qwen3.8 27BnoneInapatikana burevsHy4 previewlow Gemma 4 26B A4BnoneInapatikana burevsNemotron 3 SupermediumInapatikana bure Qwen3.8 27BnoneInapatikana burevsStep 3.5 Flashmedium North Mini CodemediumInapatikana burevsGemma 4 26B A4BnoneInapatikana bure Gemma 4 26B A4BnoneInapatikana burevsHy4 previewlow Nemotron 3 SupermediumInapatikana burevsQwen3.8 27BnoneInapatikana bure Granite 4.2 8BlowvsQwen3.8 27BnoneInapatikana bure Gemma 4 26B A4BnoneInapatikana burevsStep 3.5 Flashmedium Gemma 4 26B A4BnoneInapatikana burevsStep 5 Previewlow Gemma 4 26B A4BnoneInapatikana burevsGranite 4.2 8Blow Gemma 4 26B A4BnoneInapatikana burevsSpace Bunny Alphalow