Seed-2.0-Code (high) vs Qwen3.8 Flash Next (medium)

Modeli zilizolinganishwa

Nafasi: #125
Jumla ya tokeni za matokeo: 432,850
Muda wa majibu (wastani): 124.87s
Jumla ya gharama: $1.448

Nafasi: #119
Jumla ya tokeni za matokeo: 143,965
Muda wa majibu (wastani): 24.79s
Jumla ya gharama: ~$0.047

Muundo unaopendekezwa Qwen3.8 Flash Next (medium)

It has the best score here (7.6), while costing about 30.8x less than Seed-2.0-Code (high).

Ulinganisho wa kina

Kipimo	Seed-2.0-Code Seed-2.0-Code high Toleo: 2026-08-12	Qwen3.8 Flash Next Qwen3.8 Flash Next medium Toleo: 2026-10-04

Kipimo	Seed-2.0-Code Seed-2.0-Code high Toleo: 2026-08-12	Qwen3.8 Flash Next Qwen3.8 Flash Next medium Toleo: 2026-10-04
Alama	7.5	7.6
Nafasi	#125	#119
Uaminifu	9.0	10.0
Uthabiti	7.9	7.9
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	65.2%	75.4%
Majaribio yasiyo thabiti	5	6
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	12.061	~0.314
Jumla ya gharama	$1.448	~$0.047
Bei ya ingizo	$0.500 / 1M	Haipo
Bei ya toleo	$3.000 / 1M	Haipo
Bei ya kusoma akiba	Haipo	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	297,321	278,792
Tokeni za matokeo	8,997	1,695
Tokeni za hoja	423,853	142,270
Muda wa majibu (wastani)	124.87s	24.79s
Muda wa majibu (upeo)	675.30s	159.62s
Muda wa majibu (jumla)	2871.96s	570.26s
Vigezo	~200B jumla (~20B vinavyotumika)	180B jumla (6B vinavyotumika)
Upatikanaji	Imefungwa	Uzani unapatikana

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.

#125 Seed-2.0-Code

high

Gharama: $0.037
Muda: 183.6s
Tokeni: 12,388 tok

#119 Qwen3.8 Flash Next

medium

Gharama: ~$0.002
Muda: 40.7s
Tokeni: 4,059 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		139.94s	215,351	1,811	20,464
Qwen3.8 Flash Next	4.7	3.1	33.3%	1		159.62s	140,688	51	35,597

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	8.3	10.0	75.0%	0		35.07s	906	1,204	17,533
Qwen3.8 Flash Next	10.0	10.0	100.0%	0		1.81s	672	273	1,804

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	6.2	6.5	55.6%	1		266.74s	6,750	432	124,956
Qwen3.8 Flash Next	10.0	10.0	100.0%	0		45.53s	7,893	346	37,643

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	7.3	5.8	83.3%	1		144.87s	57,003	4,295	26,889
Qwen3.8 Flash Next	6.4	5.8	66.7%	1		76.72s	110,480	49	36,248

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	10.0	10.0	100.0%	0		24.28s	8,034	246	4,782
Qwen3.8 Flash Next	10.0	10.0	100.0%	0		6.65s	8,097	267	3,274

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	3.5	4.4	33.3%	2		419.73s	828	10	212,349
Qwen3.8 Flash Next	2.9	4.4	22.2%	2		17.29s	780	10	15,480

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	4.6	7.8	0.0%	0		36.45s	382	131	2,577
Qwen3.8 Flash Next	4.8	3.2	33.3%	1		7.29s	516	152	1,553

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		11.26s	816	72	2,661
Qwen3.8 Flash Next	9.8	10.0	100.0%	0		2.04s	699	48	1,071

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	7.8	9.3	66.7%	0		15.91s	786	585	4,473
Qwen3.8 Flash Next	8.2	7.2	88.9%	1		2.23s	696	469	1,471

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		35.09s	6,198	196	644
Qwen3.8 Flash Next	10.0	10.0	100.0%	0		5.75s	8,067	24	744

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		52.23s	267	15	6,525
Qwen3.8 Flash Next	3.0	10.0	0.0%	0		24.39s	204	6	7,385

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho