Kimi K2.7 Code (medium) vs Qwen3.5-122B-A10B (medium)

Modeli zilizolinganishwa

Nafasi: #167
Jumla ya tokeni za matokeo: 207,661
Muda wa majibu (wastani): 81.18s
Jumla ya gharama: $1.136

Nafasi: #170
Jumla ya tokeni za matokeo: 522,190
Muda wa majibu (wastani): 66.96s
Jumla ya gharama: $1.152

Muundo unaopendekezwa Qwen3.5-122B-A10B (medium)

Ina alama ya juu zaidi katika ulinganisho huu (7.0) na uwiano bora zaidi wa gharama na muda wa kujibu kati ya modeli 2.

Ulinganisho wa kina

Kipimo	Kimi K2.7 Code Kimi K2.7 Code medium Toleo: 2026-06-12	Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Toleo: 2026-02-24

Kipimo	Kimi K2.7 Code Kimi K2.7 Code medium Toleo: 2026-06-12	Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Toleo: 2026-02-24
Alama	7.0	7.0
Nafasi	#167	#170
Uaminifu	10.0	10.0
Uthabiti	8.1	8.3
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	60.9%	71.0%
Majaribio yasiyo thabiti	5	5
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	8.755	9.196
Jumla ya gharama	$1.136	$1.152
Bei ya ingizo	$0.672 / 1M	$0.260 / 1M
Bei ya toleo	$3.350 / 1M	$2.080 / 1M
Bei ya kusoma akiba	$0.180 / 1M	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	245,179	251,695
Tokeni za matokeo	62,697	49,415
Tokeni za hoja	196,621	472,775
Muda wa majibu (wastani)	81.18s	66.96s
Muda wa majibu (upeo)	365.80s	519.30s
Muda wa majibu (jumla)	1785.87s	1539.99s
Vigezo	1T jumla (32B vinavyotumika)	122B jumla (10B vinavyotumika)
Upatikanaji	Uzani unapatikana	Chanzo huria

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.

#167 MoonshotAI: Kimi K2.7 Code

medium

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

#170 Qwen3.5-122B-A10B

medium

Gharama: $0.019
Muda: 48.7s
Tokeni: 6,034 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
Qwen3.5-122B-A10B	6.1	3.1	66.7%	1		95.31s	126,915	1,721	32,950

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
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0		9.75s	672	269	16,835

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
Qwen3.5-122B-A10B	6.0	7.2	55.6%	1		114.48s	7,630	8,057	82,578

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
Qwen3.5-122B-A10B	6.4	5.8	66.7%	1		313.55s	97,886	18,373	203,450

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
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0		23.41s	7,782	270	16,558

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
Qwen3.5-122B-A10B	2.9	7.2	11.1%	1		74.43s	780	19,154	61,573

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
Qwen3.5-122B-A10B	3.4	2.2	33.3%	1		34.11s	344	66	7,592

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
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0		9.88s	593	77	7,372

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
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0		17.89s	696	284	27,575

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
Qwen3.5-122B-A10B	10.0	10.0	100.0%	0		4.60s	8,193	322	1,226

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
Qwen3.5-122B-A10B	3.0	10.0	0.0%	0		52.87s	204	822	15,066

Badilisha jozi ya ulinganisho

Qwen3.5-122B-A10BmediumvsGrok 4.6low Gemini 3 Flash PreviewlowvsQwen3.5-122B-A10Bmedium Qwen3.5-122B-A10BmediumvsStep 5 Previewhigh Muse Glimmer 30BlowvsQwen3.5-122B-A10Bmedium Ember-1lowvsKimi K2.7 Codemedium Kimi K2.7 CodemediumvsGPT-5.2 Chatdefault Ember-1lowvsQwen3.5-122B-A10Bmedium Kimi K2.7 CodemediumvsStep 5 Previewhigh Kimi K2.7 CodemediumvsGrok 4.6low Gemini 3 Flash PreviewlowvsKimi K2.7 Codemedium Muse Glimmer 30BlowvsKimi K2.7 Codemedium GPT-5.2 ChatdefaultvsQwen3.5-122B-A10Bmedium