Seed-2.0-Code (high) vs Qwen3.6 Flash (medium)

Modeli zilizolinganishwa

Nafasi: #177
Jumla ya tokeni za matokeo: 432,850
Muda wa majibu (wastani): 124.87s
Jumla ya gharama: $1.448

Nafasi: #179
Jumla ya tokeni za matokeo: 652,280
Muda wa majibu (wastani): 45.45s
Jumla ya gharama: $0.783

Muundo unaopendekezwa Qwen3.6 Flash (medium)

Its score stays close to the best score here (7.4 vs 7.5), while costing about 1.8x less than Seed-2.0-Code (high).

Ulinganisho wa kina

Kipimo	Seed-2.0-Code Seed-2.0-Code high Toleo: 2026-08-12	Qwen3.6 Flash Qwen3.6 Flash medium Toleo: 2026-04-20

Kipimo	Seed-2.0-Code Seed-2.0-Code high Toleo: 2026-08-12	Qwen3.6 Flash Qwen3.6 Flash medium Toleo: 2026-04-20
Alama	7.5	7.4
Nafasi	#177	#179
Uaminifu	9.0	10.0
Uthabiti	7.9	8.3
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	65.2%	68.1%
Majaribio yasiyo thabiti	5	5
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	12.061	6.594
Jumla ya gharama	$1.448	$0.783
Bei ya ingizo	$0.500 / 1M	$0.188 / 1M
Bei ya toleo	$3.000 / 1M	$1.125 / 1M
Bei ya kusoma akiba	Haipo	Haipo
Bei ya kuandika akiba	Haipo	$0.235 / 1M
Jumla ya tokeni za ingizo	297,321	258,760
Tokeni za matokeo	8,997	22,221
Tokeni za hoja	423,853	630,059
Muda wa majibu (wastani)	124.87s	45.45s
Muda wa majibu (upeo)	675.30s	578.13s
Muda wa majibu (jumla)	2871.96s	1045.45s
Vigezo	~200B jumla (~20B vinavyotumika)	~35B jumla (~3B 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.

#177 Seed-2.0-Code

high

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

#179 Qwen3.6 Flash

medium

SVG batili

Gharama: $0.008
Muda: 29.9s
Tokeni: 6,784 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
Qwen3.6 Flash	10.0	10.0	100.0%	0		56.13s	129,710	2,195	13,136

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
Qwen3.6 Flash	10.0	10.0	100.0%	0		6.10s	672	624	14,024

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
Qwen3.6 Flash	5.0	5.1	44.5%	2		42.85s	7,895	495	67,967

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
Qwen3.6 Flash	6.5	10.0	50.0%	0		299.21s	101,613	17,514	382,793

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
Qwen3.6 Flash	10.0	10.0	100.0%	0		9.65s	7,782	270	13,155

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
Qwen3.6 Flash	2.9	4.4	22.2%	2		16.98s	780	60	27,020

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
Qwen3.6 Flash	4.8	9.9	0.0%	0		9.88s	516	140	5,445

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
Qwen3.6 Flash	10.0	10.0	100.0%	0		6.05s	699	102	7,423

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
Qwen3.6 Flash	8.2	7.2	88.9%	1		6.29s	696	460	10,860

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
Qwen3.6 Flash	10.0	10.0	100.0%	0		4.00s	8,193	335	1,188

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
Qwen3.6 Flash	3.0	10.0	0.0%	0		122.87s	204	26	87,048

Badilisha jozi ya ulinganisho

DeepSeek V4 Flash 0731lowvsQwen3.6 Flashmedium Qwen3.6 FlashmediumvsGLM 5.3 FlashXhigh Qwen3.6 FlashmediumvsGrok 4.7low Qwen3.6 FlashmediumvsInkling SmallhighInapatikana bure DeepSeek V4 Pro 0423nonevsQwen3.6 Flashmedium Seed-2.0-CodehighvsGPT-5.6 Lunamedium Seed-2.0-CodehighvsDeepSeek V4 Flash 0731low Seed-2.0-CodehighvsGLM 5.1medium Seed-2.0-CodehighvsGrok 4.7low Mistral Large 4highvsQwen3.6 Flashmedium Seed-2.0-CodehighvsQwen3.8 27BlowInapatikana bure Seed-2.0-CodehighvsGPT-6 Lunalow