Claude Sonnet 5.5 (low) vs Gemma 4 31B (medium)

Modeli zilizolinganishwa

Nafasi: #238
Jumla ya tokeni za matokeo: 32,443
Muda wa majibu (wastani): 7.46s
Jumla ya gharama: $0.909

Nafasi: #236
Jumla ya tokeni za matokeo: 277,315
Muda wa majibu (wastani): 78.76s
Jumla ya gharama: $0.144

Muundo unaopendekezwa Gemma 4 31B (medium)

It has the best score here (6.9), while costing about 6.3x less than Claude Sonnet 5.5 (low).

Ulinganisho wa kina

Kipimo	Claude Sonnet 5.5 Claude Sonnet 5.5 low Toleo: 2026-09-29	Gemma 4 31B Gemma 4 31B medium Toleo: 2026-04-02 Inapatikana bure

Kipimo	Claude Sonnet 5.5 Claude Sonnet 5.5 low Toleo: 2026-09-29	Gemma 4 31B Gemma 4 31B medium Toleo: 2026-04-02 Inapatikana bure
Alama	6.9	6.9
Nafasi	#238	#236
Uaminifu	10.0	10.0
Uthabiti	9.4	8.7
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	46.4%	66.7%
Majaribio yasiyo thabiti	2	3
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	9.082	1.195
Jumla ya gharama	$0.909	$0.144
Bei ya ingizo	$2.000 / 1M	$0.090 / 1M
Bei ya toleo	$10.000 / 1M	$0.340 / 1M
Bei ya kusoma akiba	$0.200 / 1M	$0.050 / 1M
Bei ya kuandika akiba	$2.500 / 1M	Haipo
Jumla ya tokeni za ingizo	291,853	251,164
Tokeni za matokeo	24,116	36,112
Tokeni za hoja	8,327	241,203
Muda wa majibu (wastani)	7.46s	78.76s
Muda wa majibu (upeo)	46.61s	437.40s
Muda wa majibu (jumla)	171.47s	1653.96s
Vigezo	~1T jumla (~100B vinavyotumika)	30.7B
Upatikanaji	Imefungwa	Chanzo huria

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.

#238 Claude Sonnet 5.5

low

Gharama: $0.020
Muda: 15.3s
Tokeni: 2,077 tok

#236 Gemma 4 31B

medium

Gharama: $0.002
Muda: 45.7s
Tokeni: 2,696 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
Claude Sonnet 5.5	10.0	10.0	100.0%	0		46.61s	125,435	2,660	1,153
Gemma 4 31B	10.0	10.0	100.0%	0		82.13s	156,195	1,713	8,181

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
Claude Sonnet 5.5	6.5	10.0	50.0%	0		2.55s	858	1,736	0
Gemma 4 31B	10.0	10.0	100.0%	0		12.89s	816	962	2,046

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
Claude Sonnet 5.5	3.2	9.7	0.0%	0		5.81s	10,608	5,903	0
Gemma 4 31B	4.3	5.8	22.2%	1		219.76s	5,568	11,098	33,212

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
Claude Sonnet 5.5	7.9	6.9	66.7%	1		22.50s	128,879	7,220	4,027
Gemma 4 31B	2.9	5.8	16.7%	1		433.11s	77,035	12,112	157,552

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
Claude Sonnet 5.5	10.0	10.0	100.0%	0		2.31s	10,515	312	0
Gemma 4 31B	10.0	10.0	100.0%	0		21.11s	8,334	1,822	2,951

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
Claude Sonnet 5.5	3.0	10.0	0.0%	0		8.09s	990	3,974	2,570
Gemma 4 31B	5.3	7.2	44.4%	1		59.92s	853	4,280	18,729

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
Claude Sonnet 5.5	4.8	3.2	33.3%	1		2.33s	714	374	0
Gemma 4 31B	10.0	10.0	100.0%	0		9.57s	567	105	888

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
Claude Sonnet 5.5	6.3	10.0	50.0%	0		1.91s	921	357	0
Gemma 4 31B	10.0	10.0	100.0%	0		12.76s	777	533	2,035

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
Claude Sonnet 5.5	7.7	10.0	66.7%	0		2.50s	912	892	0
Gemma 4 31B	9.9	10.0	100.0%	0		26.91s	801	1,795	5,595

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
Claude Sonnet 5.5	10.0	10.0	100.0%	0		4.67s	11,757	354	0
Gemma 4 31B	3.0	10.0	0.0%	0		0ms	0	0	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
Claude Sonnet 5.5	3.0	10.0	0.0%	0		4.97s	264	334	577
Gemma 4 31B	3.0	10.0	0.0%	0		90.14s	218	1,692	10,014

Badilisha jozi ya ulinganisho

Gemma 4 31BmediumInapatikana burevsGPT-5.6 Lunalow Claude Opus 4.8nonevsGemma 4 31BmediumInapatikana bure Ember-1highvsGemma 4 31BmediumInapatikana bure Claude Sonnet 5.5lowvsEmber-1high Claude Sonnet 5.5lowvsKimi K2.6medium Claude Sonnet 5.5lowvsGemini 3.1 Flash Litemedium Claude Sonnet 5.5lowvsQwen3.5-Flashmedium Claude Sonnet 5.5lowvsMercury 2.5 Previewmedium Gemma 4 31BmediumInapatikana burevsInklinglowInapatikana bure Claude Sonnet 5.5lowvsGPT-6 Solnone Gemma 4 31BmediumInapatikana burevsGPT-6 Solnone Gemma 4 31BmediumInapatikana burevsMinimax M3.1 FlashmaxInapatikana bure