Seed-2.0-Code (medium) vs GLM 5.3 FlashX (high)

Modeli zilizolinganishwa

Nafasi: #163
Jumla ya tokeni za matokeo: 384,093
Muda wa majibu (wastani): 100.65s
Jumla ya gharama: $1.275

Nafasi: #164
Jumla ya tokeni za matokeo: 97,728
Muda wa majibu (wastani): 14.94s
Jumla ya gharama: $0.210

Muundo unaopendekezwa GLM 5.3 FlashX (high)

It has the best score here (7.4), while costing about 6.1x 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 FlashX GLM 5.3 FlashX high Toleo: 2026-09-21

Kipimo	Seed-2.0-Code Seed-2.0-Code medium Toleo: 2026-08-12	GLM 5.3 FlashX GLM 5.3 FlashX high Toleo: 2026-09-21
Alama	7.4	7.4
Nafasi	#163	#164
Uaminifu	8.0	10.0
Uthabiti	7.4	8.2
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	65.2%	69.6%
Majaribio yasiyo thabiti	7	5
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	11.587	1.612
Jumla ya gharama	$1.275	$0.210
Bei ya ingizo	$0.500 / 1M	$0.370 / 1M
Bei ya toleo	$3.000 / 1M	$1.250 / 1M
Bei ya kusoma akiba	Haipo	$0.090 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	244,499	235,914
Tokeni za matokeo	8,744	8,147
Tokeni za hoja	375,349	89,581
Muda wa majibu (wastani)	100.65s	14.94s
Muda wa majibu (upeo)	626.58s	91.16s
Muda wa majibu (jumla)	2314.88s	343.65s
Vigezo	~200B jumla (~20B vinavyotumika)	320B jumla (18B vinavyotumika)
Upatikanaji	Imefungwa	Imefungwa

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.

#163 Seed-2.0-Code

medium

Gharama: $0.026
Muda: 122.8s
Tokeni: 8,630 tok

#164 GLM 5.3 FlashX

high

Gharama: $0.030
Muda: 169.4s
Tokeni: 23,950 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
Seed-2.0-Code	10.0	10.0	100.0%	0		91.69s	168,463	1,477	11,173
GLM 5.3 FlashX	10.0	10.0	100.0%	0		78.03s	154,549	1,326	12,503

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 FlashX	8.2	7.9	83.3%	1		1.98s	639	425	606

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 FlashX	8.2	7.2	88.9%	1		8.06s	7,317	374	9,267

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 FlashX	3.0	10.0	0.0%	0		27.73s	56,585	4,123	15,563

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 FlashX	7.3	5.8	83.3%	1		1.82s	7,149	298	285

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 FlashX	3.6	7.2	22.2%	1		50.04s	759	506	48,992

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 FlashX	6.1	3.1	66.7%	1		2.28s	498	169	229

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 FlashX	10.0	10.0	100.0%	0		1.72s	678	72	177

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 FlashX	10.0	10.0	100.0%	0		2.06s	672	462	434

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 FlashX	10.0	10.0	100.0%	0		7.09s	6,861	231	84

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 FlashX	3.0	10.0	0.0%	0		5.34s	207	161	1,441

Badilisha jozi ya ulinganisho

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