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

average score iko karibu sawa: 6.3 vs 6.3. Ring-2.6-1T (medium) ina gharama ya chini ya benchmark: $0.103 vs $0.116. Ring-2.6-1T (medium) ni ya haraka zaidi: 68.74s vs 75.38s, na pass rates 68.2% vs 60.6%.

Muundo unaopendekezwaRing-2.6-1T (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 medium 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 medium Toleo: 2026-05-10
Alama	6.3	6.3
Nafasi	#121	#119
Uaminifu	10.0	10.0
Uthabiti	9.0	8.5
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	68.2%	60.6%
Majaribio yasiyo thabiti	2	4
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	1.044	0.629
Jumla ya gharama	$0.116	$0.103
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	113,604
Tokeni za matokeo	34,468	123,079
Tokeni za hoja	223,278	42,754
Muda wa majibu (wastani)	75.38s	68.74s
Muda wa majibu (upeo)	437.40s	304.19s
Muda wa majibu (jumla)	1507.52s	1374.86s

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

#119 Ring-2.6-1T

medium

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: 0.1s
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	10.0	10.0	100.0%	0		42.21s	810	3,833	4,891

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		59.65s	834	1,369	3,985

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	7.3	5.8	83.3%	1		257.28s	92,535	101,651	6,088

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	6.5	10.0	50.0%	0		37.36s	8,046	840	1,937

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	3.5	4.4	33.3%	2		64.92s	873	9,744	15,013

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	4.1	10.0	0.0%	0		58.26s	561	150	583

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		11.78s	774	266	1,831

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	5.9	7.2	55.6%	1		20.73s	792	697	2,479

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	10.0	10.0	100.0%	0		104.44s	8,136	234	1,531

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		113.91s	243	4,295	4,416

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Gemma 4 31BmediumInapatikana burevsLongCat 2.0none Claude Sonnet 5nonevsGemma 4 31BmediumInapatikana bure Ring-2.6-1TmediumvsLongCat 2.0none Claude Sonnet 5nonevsRing-2.6-1Tmedium Ring-2.6-1TmediumvsQwen3.5 Plus 2026-02-15none Gemma 4 31BmediumInapatikana burevsLing 3.0 FlashhighInapatikana bure Seed-2.0-LitenonevsGemma 4 31BmediumInapatikana bure Gemini 3.1 Flash Lite PreviewnonevsRing-2.6-1Tmedium Gemma 4 31BmediumInapatikana burevsGPT-5.6 Lunalow Gemini 3.1 Flash LitelowvsRing-2.6-1Tmedium Gemma 4 31BnoneInapatikana burevsRing-2.6-1Tmedium Gemma 4 31BmediumInapatikana burevsQwen3.5 Plus 2026-02-15none