Gemma 4 26B A4B (medium) vs LongCat 2.0 (high)

Muundo unaopendekezwa Gemma 4 26B A4B (medium)

It has the best score here (6.8), while costing about 5.4x less than LongCat 2.0 (high).

Ulinganisho wa kina

Kipimo	Gemma 4 26B A4B Gemma 4 26B A4B medium Toleo: 2026-04-03 Inapatikana bure	LongCat 2.0 LongCat 2.0 high Toleo: 2026-07-20

Kipimo	Gemma 4 26B A4B Gemma 4 26B A4B medium Toleo: 2026-04-03 Inapatikana bure	LongCat 2.0 LongCat 2.0 high Toleo: 2026-07-20
Alama	6.8	6.7
Nafasi	#149	#155
Uaminifu	10.0	10.0
Uthabiti	9.6	8.4
Majaribio	66/66	66/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	69.7%	51.5%
Majaribio yasiyo thabiti	1	4
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.623	5.467
Jumla ya gharama	$0.092	$0.492
Bei ya ingizo	$0.070 / 1M	$0.300 / 1M
Bei ya toleo	$0.340 / 1M	$1.200 / 1M
Jumla ya tokeni za ingizo	77,528	93,411
Tokeni za matokeo	26,048	30,470
Tokeni za hoja	227,598	356,172
Muda wa majibu (wastani)	104.93s	153.29s
Muda wa majibu (upeo)	912.19s	941.66s
Muda wa majibu (jumla)	2203.52s	3372.36s
Vigezo	25.2B jumla (3.8B vinavyotumika)	1.6T jumla (48B vinavyotumika)
Upatikanaji	Chanzo huria	Chanzo huria

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

medium

SVG batili

high

SVG batili

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 26B A4B	10.0	10.0	100.0%	0		6.20s	816	1,142	3,045
LongCat 2.0	8.9	8.1	91.7%	1		7.76s	588	303	3,300

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	2.9	10.0	0.0%	0		272.54s	5,062	14,838	44,567
LongCat 2.0	7.8	9.3	66.7%	0		505.33s	6,913	244	192,377

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	6.3	10.0	50.0%	0		492.87s	54,390	5,451	132,113
LongCat 2.0	10.0	10.0	100.0%	0		167.13s	68,941	4,934	49,558

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		16.51s	8,334	1,567	2,827
LongCat 2.0	3.6	5.8	33.3%	1		10.98s	7,653	197	2,714

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	7.2	44.4%	1		35.14s	494	481	15,212
LongCat 2.0	3.6	7.2	22.2%	1		433.73s	505	23,928	86,947

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	10.0	10.0	100.0%	0		29.76s	567	25	5,075
LongCat 2.0	5.1	10.0	0.0%	0		17.00s	480	111	1,748

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	10.0	10.0	100.0%	0		17.54s	777	887	4,470
LongCat 2.0	6.5	10.0	50.0%	0		6.96s	657	78	1,726

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	10.0	10.0	100.0%	0		5.79s	801	410	2,128
LongCat 2.0	3.1	7.4	11.1%	1		9.18s	636	379	2,778

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		9.01s	6,096	450	1,256
LongCat 2.0	10.0	10.0	100.0%	0		10.02s	6,840	249	505

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		180.87s	191	797	16,905
LongCat 2.0	3.0	10.0	0.0%	0		99.44s	198	47	14,519

Badilisha jozi ya ulinganisho