Kimi K2.7 Code (medium) vs Qwen3.8 Flash Next (xhigh)

Modeli zilizolinganishwa

Nafasi: #187
Jumla ya tokeni za matokeo: 207,661
Muda wa majibu (wastani): 81.18s
Jumla ya gharama: $1.136

Nafasi: #179
Jumla ya tokeni za matokeo: 621,056
Muda wa majibu (wastani): 102.66s
Jumla ya gharama: ~$0.195

Muundo unaopendekezwa Qwen3.8 Flash Next (xhigh)

It has the best score here (7.1), while costing about 5.8x less than Kimi K2.7 Code (medium).

Ulinganisho wa kina

Kipimo	Kimi K2.7 Code Kimi K2.7 Code medium Toleo: 2026-06-12	Qwen3.8 Flash Next Qwen3.8 Flash Next xhigh Toleo: 2026-10-04

Kipimo	Kimi K2.7 Code Kimi K2.7 Code medium Toleo: 2026-06-12	Qwen3.8 Flash Next Qwen3.8 Flash Next xhigh Toleo: 2026-10-04
Alama	7.0	7.1
Nafasi	#187	#179
Uaminifu	10.0	9.9
Uthabiti	8.1	7.9
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	60.9%	72.5%
Majaribio yasiyo thabiti	5	6
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	8.755	~1.390
Jumla ya gharama	$1.136	~$0.195
Bei ya ingizo	$0.672 / 1M	Haipo
Bei ya toleo	$3.350 / 1M	Haipo
Bei ya kusoma akiba	$0.180 / 1M	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	245,179	301,749
Tokeni za matokeo	62,697	1,033
Tokeni za hoja	196,621	620,023
Muda wa majibu (wastani)	81.18s	102.66s
Muda wa majibu (upeo)	365.80s	674.08s
Muda wa majibu (jumla)	1785.87s	2361.10s
Vigezo	1T jumla (32B vinavyotumika)	180B jumla (6B vinavyotumika)
Upatikanaji	Uzani unapatikana	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.

#187 MoonshotAI: Kimi K2.7 Code

medium

Gharama: $0.025
Muda: 138.0s
Tokeni: 6,093 tok

#179 Qwen3.8 Flash Next

xhigh

Gharama: ~$0.010
Muda: 333.1s
Tokeni: 30,654 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
Kimi K2.7 Code	5.0	10.0	0.0%	0		104.02s	173,094	5,244	14,528
Qwen3.8 Flash Next	4.7	3.1	33.3%	1		173.66s	148,808	26	38,616

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
Kimi K2.7 Code	7.3	5.8	83.3%	2		11.56s	618	3,048	5,041
Qwen3.8 Flash Next	10.0	10.0	100.0%	0		6.73s	1,128	184	7,283

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
Kimi K2.7 Code	7.8	9.3	66.7%	0		146.73s	4,650	1,864	25,635
Qwen3.8 Flash Next	7.4	7.0	77.8%	1		192.20s	8,235	122	186,070

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
Kimi K2.7 Code	7.3	5.8	83.3%	1		66.03s	57,353	3,642	21,308
Qwen3.8 Flash Next	7.3	5.8	83.3%	1		92.24s	122,809	52	43,355

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
Kimi K2.7 Code	10.0	10.0	100.0%	0		12.27s	7,014	248	2,569
Qwen3.8 Flash Next	10.0	10.0	100.0%	0		9.24s	8,325	212	3,925

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
Kimi K2.7 Code	3.7	6.5	22.2%	1		184.17s	443	29,311	66,939
Qwen3.8 Flash Next	3.5	4.4	33.3%	2		326.96s	1,122	11	239,950

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
Kimi K2.7 Code	10.0	10.0	100.0%	0		10.78s	477	1,024	1,071
Qwen3.8 Flash Next	4.7	3.1	33.3%	1		3.95s	630	82	864

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
Kimi K2.7 Code	9.9	10.0	100.0%	0		5.39s	669	725	1,232
Qwen3.8 Flash Next	9.8	10.0	100.0%	0		3.72s	927	42	1,939

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
Kimi K2.7 Code	5.9	7.7	44.4%	1		41.00s	651	15,438	17,368
Qwen3.8 Flash Next	7.7	10.0	66.7%	0		19.51s	1,038	275	15,050

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
Kimi K2.7 Code	3.0	10.0	0.0%	0		0ms	0	0	0
Qwen3.8 Flash Next	10.0	10.0	100.0%	0		5.11s	8,409	21	650

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
Kimi K2.7 Code	3.0	10.0	0.0%	0		341.76s	210	2,153	40,930
Qwen3.8 Flash Next	3.0	10.0	0.0%	0		325.04s	318	6	82,321

Badilisha jozi ya ulinganisho

Ember-1lowvsKimi K2.7 Codemedium Kimi K2.7 CodemediumvsGPT-5.2 Chatdefault Kimi K2.7 CodemediumvsStep 5 Previewhigh Qwen3.8 Flash NextxhighvsGLM 5.3 FlashXmedium Minimax M3.1 FlashlowInapatikana burevsQwen3.8 Flash Nextxhigh Qwen3.8 Flash NextxhighvsMiMo-V2.6-Flashlow Claude Opus 5nonevsQwen3.8 Flash Nextxhigh Qwen3.8 Flash NextxhighvsMiMo-V2.5medium Kimi K2.7 CodemediumvsGrok 4.6low Gemini 3 Flash PreviewlowvsKimi K2.7 Codemedium Muse Glimmer 30BlowvsKimi K2.7 Codemedium Minimax M3.1 FlashmaxInapatikana burevsKimi K2.7 Codemedium