DeepSeek: DeepSeek V3.2 vs Qwen: Qwen3.5-122B-A10B

Qwen3.5-122B-A10B (medium) inaongoza kwa average score: 7.1 vs 7.0. DeepSeek V3.2 (medium) ina gharama ya chini ya benchmark: $0.078 vs $1.046. Qwen3.5-122B-A10B (medium) ni ya haraka zaidi: 64.16s vs 68.62s, na pass rates 65.2% vs 71.2%.

Muundo unaopendekezwaDeepSeek V3.2 (medium)Its score stays close to the best score here (7.0 vs 7.1), while costing about 13.6x less than Qwen3.5-122B-A10B (medium).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-17

Kipimo	DeepSeek V3.2 DeepSeek V3.2 medium Toleo: 2025-12-01	Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Toleo: 2026-02-24

Kipimo	DeepSeek V3.2 DeepSeek V3.2 medium Toleo: 2025-12-01	Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Toleo: 2026-02-24
Alama	7.0	7.1
Nafasi	#73	#69
Uaminifu	10.0	10.0
Uthabiti	7.4	8.5
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	65.2%	71.2%
Majaribio yasiyo thabiti	7	4
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.671	8.509
Jumla ya gharama	$0.078	$1.046
Bei ya ingizo	$0.269 / 1M	$0.260 / 1M
Bei ya toleo	$0.400 / 1M	$2.080 / 1M
Jumla ya tokeni za ingizo	101,047	124,771
Tokeni za matokeo	11,834	44,077
Tokeni za hoja	117,014	443,141
Muda wa majibu (wastani)	68.62s	64.16s
Muda wa majibu (upeo)	376.10s	519.30s
Muda wa majibu (jumla)	1509.53s	1411.60s

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#73 DeepSeek V3.2

medium

Gharama: $0.001
Muda: 53.6s
Tokeni: 1,932 tok

#69 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:

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
DeepSeek V3.2	8.2	7.9	83.3%	1		24.23s	448	3,247	6,953
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
DeepSeek V3.2	6.0	7.2	55.6%	1		248.68s	5,717	649	52,014
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
DeepSeek V3.2	7.3	5.8	83.3%	1		79.92s	76,997	5,219	24,229
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
DeepSeek V3.2	10.0	10.0	100.0%	0		36.09s	7,388	207	7,693
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
DeepSeek V3.2	2.9	4.4	22.2%	2		24.27s	472	21	6,838
Qwen3.5-122B-A10B	2.9	7.2	11.1%	1		63.40s	771	15,537	64,889

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
DeepSeek V3.2	3.4	2.5	33.3%	1		58.29s	314	49	2,189
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
DeepSeek V3.2	10.0	10.0	100.0%	0		35.78s	627	1,397	2,845
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
DeepSeek V3.2	7.0	7.2	55.6%	1		37.69s	594	518	6,375
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
DeepSeek V3.2	10.0	10.0	100.0%	0		34.81s	8,307	507	859
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
DeepSeek V3.2	3.0	10.0	0.0%	0		83.99s	183	20	7,019
Qwen3.5-122B-A10B	3.0	10.0	0.0%	0		52.87s	204	822	15,066

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

DeepSeek V3.2mediumvsGemini 3.5 Flashnone KAT-Coder-Pro V2.5highvsQwen3.5-122B-A10Bmedium Qwen3.5-122B-A10BmediumvsStep 3.7 Flashlow DeepSeek V3.2mediumvsGPT-5.6 Solnone Claude Opus 4.8nonevsQwen3.5-122B-A10Bmedium DeepSeek V3.2mediumvsQwen3.7 Plusnone DeepSeek V3.2mediumvsStep 3.7 Flashhigh DeepSeek V3.2mediumvsGPT-5.5none Gemini 3.5 FlashnonevsQwen3.5-122B-A10Bmedium DeepSeek V3.2mediumvsGemini 3.5 Flashminimal Claude Sonnet 4.6nonevsQwen3.5-122B-A10Bmedium DeepSeek V3.2mediumvsKAT-Coder-Pro V2.5high