Google: Gemma 4 31B vs inclusionAI: Ring-2.6-1T

Gemma 4 31B (medium) inaongoza kwa average score: 6.3 vs 4.8. Ring-2.6-1T ina gharama ya chini ya benchmark: $0.026 vs $0.116. Ring-2.6-1T ni ya haraka zaidi: 55.10s vs 75.38s, na pass rates 68.2% vs 45.5%.

Muundo unaopendekezwaGemma 4 31B (medium)It has the strongest score in this comparison (6.3) 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	Gemma 4 31B Gemma 4 31B medium Toleo: 2026-04-02 Inapatikana bure	Ring-2.6-1T Ring-2.6-1T none Toleo: 2026-05-10

Kipimo	Gemma 4 31B Gemma 4 31B medium Toleo: 2026-04-02 Inapatikana bure	Ring-2.6-1T Ring-2.6-1T none Toleo: 2026-05-10
Alama	6.3	4.8
Nafasi	#121	#194
Uaminifu	10.0	10.0
Uthabiti	9.0	9.3
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	68.2%	45.5%
Majaribio yasiyo thabiti	2	2
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	1.044	0.000
Jumla ya gharama	$0.116	$0.026
Bei ya ingizo	$0.140 / 1M	$0.075 / 1M
Bei ya toleo	$0.400 / 1M	$0.625 / 1M
Jumla ya tokeni za ingizo	94,992	7,599
Tokeni za matokeo	34,468	39,954
Tokeni za hoja	223,278	0
Muda wa majibu (wastani)	75.38s	55.10s
Muda wa majibu (upeo)	437.40s	143.82s
Muda wa majibu (jumla)	1507.52s	881.55s

Hamster playing table tennis

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

#121 Gemma 4 31B

medium

Gharama: $0.002
Muda: 45.7s
Tokeni: 2,696 tok

#194 Ring-2.6-1T

none

Ring-2.6-1T is no longer available as a free model. It has transitioned to a paid model. Continue using it here: https://openrouter.ai/inclusionai/ring-2.6-1t

Gharama: $0.000
Muda: 0.0s
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:

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 31B	10.0	10.0	100.0%	0		12.89s	816	962	2,046
Ring-2.6-1T	9.2	8.4	91.7%	1		43.33s	810	5,575	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 31B	4.3	5.8	22.2%	1		219.76s	5,568	11,098	33,212
Ring-2.6-1T	5.3	10.0	33.3%	0		143.82s	834	5,036	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 31B	2.9	5.8	16.7%	1		433.11s	77,035	12,112	157,552
Ring-2.6-1T	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
Gemma 4 31B	10.0	10.0	100.0%	0		21.11s	8,334	1,822	2,951
Ring-2.6-1T	3.0	10.0	0.0%	0		45.87s	2,712	1,529	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 31B	7.7	10.0	66.7%	0		38.48s	876	4,349	8,985
Ring-2.6-1T	5.3	7.2	44.4%	1		73.40s	873	17,728	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 31B	10.0	10.0	100.0%	0		9.57s	567	105	888
Ring-2.6-1T	4.3	10.0	0.0%	0		15.63s	561	846	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 31B	10.0	10.0	100.0%	0		12.76s	777	533	2,035
Ring-2.6-1T	9.8	10.0	100.0%	0		27.36s	774	2,004	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 31B	9.9	10.0	100.0%	0		26.91s	801	1,795	5,595
Ring-2.6-1T	7.7	10.0	66.7%	0		31.47s	792	3,469	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 31B	3.0	10.0	0.0%	0		0ms	0	0	0
Ring-2.6-1T	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
Gemma 4 31B	3.0	10.0	0.0%	0		90.14s	218	1,692	10,014
Ring-2.6-1T	3.0	10.0	0.0%	0		133.60s	243	3,767	0

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