Seed-2.0-Code (medium) vs GLM 5.3 (low)

Muundo unaopendekezwa GLM 5.3 (low)

Its score stays close to the best score here (6.8 vs 6.8), while costing about 4.5x less than Seed-2.0-Code (medium).

Ulinganisho wa kina

Kipimo	Seed-2.0-Code Seed-2.0-Code medium Toleo: 2026-08-12	GLM 5.3 GLM 5.3 low Toleo: 2026-08-20

Kipimo	Seed-2.0-Code Seed-2.0-Code medium Toleo: 2026-08-12	GLM 5.3 GLM 5.3 low Toleo: 2026-08-20
Alama	6.8	6.8
Nafasi	#130	#134
Uaminifu	7.3	10.0
Uthabiti	7.3	8.5
Majaribio	66/66	66/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	63.6%	65.2%
Majaribio yasiyo thabiti	7	4
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	11.524	2.135
Jumla ya gharama	$1.153	$0.257
Bei ya ingizo	$0.500 / 1M	$1.400 / 1M
Bei ya toleo	$3.000 / 1M	$4.400 / 1M
Jumla ya tokeni za ingizo	76,036	104,989
Tokeni za matokeo	7,267	8,532
Tokeni za hoja	364,176	16,276
Muda wa majibu (wastani)	101.05s	13.65s
Muda wa majibu (upeo)	626.58s	83.60s
Muda wa majibu (jumla)	2223.19s	300.22s
Vigezo	~200B jumla (~20B vinavyotumika)	744B jumla (40B vinavyotumika)
Upatikanaji	Imefungwa	Imefungwa

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

medium

low

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
Seed-2.0-Code	6.9	9.5	50.0%	0		45.98s	866	1,510	25,661
GLM 5.3	6.9	7.9	66.7%	1		4.16s	639	266	249

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
Seed-2.0-Code	8.9	7.8	88.9%	1		89.94s	8,247	496	44,062
GLM 5.3	6.2	6.9	55.6%	1		21.02s	7,317	368	6,764

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
Seed-2.0-Code	4.7	1.6	66.7%	2		102.33s	51,040	3,883	19,423
GLM 5.3	3.8	5.8	33.3%	1		53.02s	80,209	6,729	5,209

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
Seed-2.0-Code	7.3	8.9	50.0%	0		18.78s	6,281	215	2,479
GLM 5.3	10.0	10.0	100.0%	0		3.42s	7,149	210	56

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
Seed-2.0-Code	5.3	7.2	44.4%	1		429.77s	984	13	255,148
GLM 5.3	5.3	10.0	33.3%	0		19.23s	759	35	3,384

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
Seed-2.0-Code	4.8	3.2	33.3%	1		11.41s	582	210	1,477
GLM 5.3	4.1	2.7	33.3%	1		4.70s	498	163	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
Seed-2.0-Code	9.8	10.0	100.0%	0		10.34s	834	72	1,214
GLM 5.3	10.0	10.0	100.0%	0		3.40s	678	72	81

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
Seed-2.0-Code	8.2	7.2	88.9%	1		34.30s	894	689	11,526
GLM 5.3	10.0	10.0	100.0%	0		4.20s	672	389	225

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
Seed-2.0-Code	4.7	1.6	66.7%	1		36.36s	6,216	173	972
GLM 5.3	10.0	10.0	100.0%	0		18.45s	6,861	231	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
Seed-2.0-Code	3.0	10.0	0.0%	0		66.56s	92	6	2,214
GLM 5.3	3.0	10.0	0.0%	0		7.42s	207	69	308

Badilisha jozi ya ulinganisho