Qwen: Qwen3.5-Flash vs Thinking Machines: Inkling

average score iko karibu sawa: 6.1 vs 6.1. Qwen3.5-Flash ina gharama ya chini ya benchmark: $0.073 vs $0.187. Inkling (low) ni ya haraka zaidi: 5.15s vs 25.28s, na pass rates 39.4% vs 54.6%.

Muundo unaopendekezwaInkling (low)It has the best score here (6.1), while responding about 4.9x faster than Qwen3.5-Flash.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-18

Kipimo	Qwen3.5-Flash Qwen3.5-Flash none Toleo: 2026-02-24	Inkling Inkling low Toleo: 2026-07-18

Kipimo	Qwen3.5-Flash Qwen3.5-Flash none Toleo: 2026-02-24	Inkling Inkling low Toleo: 2026-07-18
Alama	6.1	6.1
Nafasi	#121	#119
Uaminifu	10.0	9.9
Uthabiti	9.3	8.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	39.4%	54.6%
Majaribio yasiyo thabiti	2	4
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.933	1.866
Jumla ya gharama	$0.073	$0.187
Bei ya ingizo	$0.065 / 1M	$1.000 / 1M
Bei ya toleo	$0.260 / 1M	$4.050 / 1M
Jumla ya tokeni za ingizo	282,347	109,884
Tokeni za matokeo	209,201	8,579
Tokeni za hoja	0	10,343
Muda wa majibu (wastani)	25.28s	5.15s
Muda wa majibu (upeo)	480.96s	41.58s
Muda wa majibu (jumla)	556.24s	113.39s

Hamster playing table tennis

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

#121 Qwen3.5-Flash

none

Gharama: $0.003
Muda: 47.4s
Tokeni: 7,799 tok

#119 Thinking Machines: Inkling

low

Gharama: $0.002
Muda: 6.1s
Tokeni: 502 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
Qwen3.5-Flash	3.5	8.3	8.3%	1		1.32s	696	690	0
Inkling	8.3	10.0	75.0%	0		2.51s	702	172	1,024

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
Qwen3.5-Flash	5.5	10.0	33.3%	0		850ms	7,913	519	0
Inkling	5.1	7.2	22.2%	1		8.71s	7,374	355	4,961

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
Qwen3.5-Flash	2.9	5.8	16.7%	1		243.59s	254,787	206,719	0
Inkling	2.9	5.8	16.7%	1		22.73s	85,854	6,920	1,367

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
Qwen3.5-Flash	10.0	10.0	100.0%	0		1.57s	7,794	243	0
Inkling	10.0	10.0	100.0%	0		2.07s	7,068	216	344

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
Qwen3.5-Flash	7.7	10.0	66.7%	0		905ms	789	15	0
Inkling	5.3	10.0	33.3%	0		1.99s	795	66	504

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
Qwen3.5-Flash	10.0	10.0	100.0%	0		803ms	522	100	0
Inkling	10.0	10.0	100.0%	0		3.44s	501	160	213

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
Qwen3.5-Flash	6.3	10.0	50.0%	0		8.81s	711	63	0
Inkling	9.8	10.0	100.0%	0		1.81s	708	93	379

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
Qwen3.5-Flash	3.1	10.0	0.0%	0		10.89s	714	579	0
Inkling	6.4	5.0	66.7%	2		2.97s	714	347	908

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
Qwen3.5-Flash	10.0	10.0	100.0%	0		3.67s	8,211	264	0
Inkling	3.0	10.0	0.0%	0		2.57s	5,949	219	0

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
Qwen3.5-Flash	3.0	10.0	0.0%	0		588ms	210	9	0
Inkling	3.0	10.0	0.0%	0		3.12s	219	31	643

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Gemini 3.1 Flash LitenonevsInklinglow gpt-oss-120bmediumvsInklinglow Qwen3.6 FlashnonevsInklinglow GPT-5 NanomediumvsQwen3.5-Flashnone Qwen3.5 Plus 2026-04-20nonevsInklinglow gpt-oss-120bmediumvsQwen3.5-Flashnone Gemini 3.1 Flash LiteminimalvsInklinglow Qwen3.5-35B-A3BnonevsInklinglow GPT-5 NanomediumvsInklinglow Nemotron 3 UltranoneInapatikana burevsInklinglow Gemini 3.1 Flash LiteminimalvsQwen3.5-Flashnone Qwen3.5-35B-A3BmediumvsInklinglow