Selected research
Market Analysis & Forecast
Global Asymmetrical RGB Mouse Market Analysis and Forecast 2026-2032
Market perspective
The global Asymmetrical RGB Mouse market is projected to grow from US$ million in 2026 to US$ million by 2032, at a Compound Annual Growth Rate (CAGR) of % during the forecast period.
The US & Canada market for Asymmetrical RGB Mouse is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.
Europe market for Asymmetrical RGB Mouse is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.
Read the full market overview
Asia-Pacific market for Asymmetrical RGB Mouse is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.
The China market for Asymmetrical RGB Mouse is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.
The major global manufacturers of Asymmetrical RGB Mouse include DAREU, Logitech, ALUA, ThundeRobot, AJAZZ, VGN, Razer, MI and Darmoshark, etc. In 2025, the world's top three vendors accounted for approximately % of the revenue.
This report presents an overview of global market for Asymmetrical RGB Mouse, sales, revenue and price. Analyses of the global market trends, with historic market revenue or sales data for 2021 - 2025, estimates for 2026, and projections of CAGR through 2032.
This report researches the key producers of Asymmetrical RGB Mouse, also provides the sales of main regions and countries. Of the upcoming market potential for Asymmetrical RGB Mouse, and key regions or countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.
This report focuses on the Asymmetrical RGB Mouse sales, revenue, market share and industry ranking of main manufacturers, data from 2021 to 2026. Identification of the major stakeholders in the global Asymmetrical RGB Mouse market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.
This report analyzes the segments data by Type and by Application, sales, revenue, and price, from 2021 to 2032. Evaluation and forecast the market size for Asymmetrical RGB Mouse sales, projected growth trends, production technology, application and end-user industry.
Asymmetrical RGB Mouse Segment by Company
DAREU
Logitech
ALUA
ThundeRobot
AJAZZ
VGN
Razer
MI
Darmoshark
ATTACK SHARK
INPHIC
ROG
Asymmetrical RGB Mouse Segment by Type
Wired
Wireless
Asymmetrical RGB Mouse Segment by Application
Online Sales
Offline Sales
Asymmetrical RGB Mouse Segment by Region
North America
United States
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Spain
Netherlands
Switzerland
Sweden
Poland
Asia-Pacific
China
Japan
South Korea
India
Australia
Taiwan
Southeast Asia
South America
Brazil
Argentina
Chile
Colombia
Middle East & Africa
Egypt
South Africa
Israel
Türkiye
GCC Countries
Study Objectives
1. To analyze and research the global status and future forecast, involving growth rate (CAGR), market share, historical and forecast.
2. To present the key manufacturers, sales, revenue, market share, and Recent Developments.
3. To split the breakdown data by regions, type, manufacturers, and Application.
4. To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints, and risks.
5. To identify significant trends, drivers, influence factors in global and regions.
6. To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.
Reasons to Buy This Report
1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global Asymmetrical RGB Mouse market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.
2. This report will help stakeholders to understand the global industry status and trends of Asymmetrical RGB Mouse and provides them with information on key market drivers, restraints, challenges, and opportunities.
3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in sales and value), competitor ecosystem, new product development, expansion, and acquisition.
4. This report stays updated with novel technology integration, features, and the latest developments in the market.
5. This report helps stakeholders to gain insights into which regions to target globally.
6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of Asymmetrical RGB Mouse.
7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by type and by application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Sales (consumption), revenue of Asymmetrical RGB Mouse in global, regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 4: Detailed analysis of Asymmetrical RGB Mouse manufacturers competitive landscape, price, sales, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
Chapter 5: Provides the analysis of various market segments by type, covering the sales, revenue, average price, and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 6: Provides the analysis of various market segments by application, covering the sales, revenue, average price, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 7: Provides profiles of key manufacturers, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Asymmetrical RGB Mouse sales, revenue, price, gross margin, and recent development, etc.
Chapter 8: North America by type, by application and by country, sales, and revenue for each segment.
Chapter 9: Europe by type, by application and by country, sales, and revenue for each segment.
Chapter 10: China type, by application, sales, and revenue for each segment.
Chapter 11: Asia (excluding China) type, by application and by region, sales, and revenue for each segment.
Chapter 12: South America, Middle East and Africa by type, by application and by country, sales, and revenue for each segment.
Chapter 13: Analysis of industrial chain, sales channel, key raw materials, distributors and customers.
Chapter 14: The main concluding insights of the report.
More report detail
Tables and figures
Scope & coverage.
Types
- Wired
- Wireless
Applications
- Online Sales
- Offline Sales
Companies covered
- DAREU
- Logitech
- ALUA
- ThundeRobot
- AJAZZ
- VGN
- Razer
- MI
- Darmoshark
- ATTACK SHARK
- INPHIC
- ROG
Inside the report.
1 Market Overview
- 1.1 Product Definition
- 1.2 Asymmetrical RGB Mouse Market by Type
- 1.2.1 Global Asymmetrical RGB Mouse Market Size by Type, 2021 VS 2025 VS 2032
- 1.2.2 Wired
- 1.2.3 Wireless
- 1.3 Asymmetrical RGB Mouse Market by Application
- 1.3.1 Global Asymmetrical RGB Mouse Market Size by Application, 2021 VS 2025 VS 2032
- 1.3.2 Online Sales
- 1.3.3 Offline Sales
- 1.4 Assumptions and Limitations
- 1.5 Study Goals and Objectives
2 Asymmetrical RGB Mouse Market Dynamics
- 2.1 Asymmetrical RGB Mouse Industry Trends
- 2.2 Asymmetrical RGB Mouse Industry Drivers
- 2.3 Asymmetrical RGB Mouse Industry Opportunities and Challenges
- 2.4 Asymmetrical RGB Mouse Industry Restraints
3 Global Market Growth Prospects
- 3.1 Global Asymmetrical RGB Mouse Revenue Estimates and Forecasts (2021-2032)
- 3.2 Global Asymmetrical RGB Mouse Revenue by Region
- 3.2.1 Global Asymmetrical RGB Mouse Revenue by Region: 2021 VS 2025 VS 2032
- 3.2.2 Global Asymmetrical RGB Mouse Revenue by Region (2021-2026)
- 3.2.3 Global Asymmetrical RGB Mouse Revenue by Region (2027-2032)
- 3.2.4 Global Asymmetrical RGB Mouse Revenue Market Share by Region (2021-2032)
- 3.3 Global Asymmetrical RGB Mouse Sales Estimates and Forecasts 2021-2032
- 3.4 Global Asymmetrical RGB Mouse Sales by Region
- 3.4.1 Global Asymmetrical RGB Mouse Sales by Region: 2021 VS 2025 VS 2032
- 3.4.2 Global Asymmetrical RGB Mouse Sales by Region (2021-2026)
- 3.4.3 Global Asymmetrical RGB Mouse Sales by Region (2027-2032)
- 3.4.4 Global Asymmetrical RGB Mouse Sales Market Share by Region (2021-2032)
- 3.5 US & Canada & Mexico
- 3.6 Europe
- 3.7 China
- 3.8 Asia (Excluding China)
- 3.9 South America, Middle East and Africa
4 Market Competitive Landscape by Manufacturers
- 4.1 Global Asymmetrical RGB Mouse Revenue by Manufacturers
- 4.1.1 Global Asymmetrical RGB Mouse Revenue by Manufacturers (2021-2026)
- 4.1.2 Global Asymmetrical RGB Mouse Revenue Market Share by Manufacturers (2021-2026)
- 4.1.3 Global Asymmetrical RGB Mouse Manufacturers Revenue Share Top 10 and Top 5 in 2025
- 4.2 Global Asymmetrical RGB Mouse Sales by Manufacturers
- 4.2.1 Global Asymmetrical RGB Mouse Sales by Manufacturers (2021-2026)
- 4.2.2 Global Asymmetrical RGB Mouse Sales Market Share by Manufacturers (2021-2026)
- 4.2.3 Global Asymmetrical RGB Mouse Manufacturers Sales Share Top 10 and Top 5 in 2025
- 4.3 Global Asymmetrical RGB Mouse Sales Price by Manufacturers (2021-2026)
- 4.4 Global Asymmetrical RGB Mouse Key Manufacturers Ranking, 2024 VS 2025 VS 2026
- 4.5 Global Asymmetrical RGB Mouse Key Manufacturers Manufacturing Sites & Headquarters
- 4.6 Global Asymmetrical RGB Mouse Manufacturers, Product Type & Application
- 4.7 Global Asymmetrical RGB Mouse Manufacturers' Establishment Date
- 4.8 Market Competitive Analysis
- 4.8.1 Global Asymmetrical RGB Mouse Market CR5 and HHI
- 4.8.2 2025 Asymmetrical RGB Mouse Tier 1, Tier 2, and Tier 3
5 Asymmetrical RGB Mouse Market by Type
- 5.1 Global Asymmetrical RGB Mouse Revenue by Type
- 5.1.1 Global Asymmetrical RGB Mouse Revenue by Type (2021 VS 2025 VS 2032)
- 5.1.2 Global Asymmetrical RGB Mouse Revenue by Type (2021-2032) & (US$ Million)
- 5.1.3 Global Asymmetrical RGB Mouse Revenue Market Share by Type (2021-2032)
- 5.2 Global Asymmetrical RGB Mouse Sales by Type
- 5.2.1 Global Asymmetrical RGB Mouse Sales by Type (2021 VS 2025 VS 2032)
- 5.2.2 Global Asymmetrical RGB Mouse Sales by Type (2021-2032) & (k units)
- 5.2.3 Global Asymmetrical RGB Mouse Sales Market Share by Type (2021-2032)
- 5.3 Global Asymmetrical RGB Mouse Price by Type
6 Asymmetrical RGB Mouse Market by Application
- 6.1 Global Asymmetrical RGB Mouse Revenue by Application
- 6.1.1 Global Asymmetrical RGB Mouse Revenue by Application (2021 VS 2025 VS 2032)
- 6.1.2 Global Asymmetrical RGB Mouse Revenue by Application (2021-2032) & (US$ Million)
- 6.1.3 Global Asymmetrical RGB Mouse Revenue Market Share by Application (2021-2032)
- 6.2 Global Asymmetrical RGB Mouse Sales by Application
- 6.2.1 Global Asymmetrical RGB Mouse Sales by Application (2021 VS 2025 VS 2032)
- 6.2.2 Global Asymmetrical RGB Mouse Sales by Application (2021-2032) & (k units)
- 6.2.3 Global Asymmetrical RGB Mouse Sales Market Share by Application (2021-2032)
- 6.3 Global Asymmetrical RGB Mouse Price by Application
7 Company Profiles
- 7.1 DAREU
- 7.1.1 DAREU Company Information
- 7.1.2 DAREU Business Overview
- 7.1.3 DAREU Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.1.4 DAREU Asymmetrical RGB Mouse Product Portfolio
- 7.1.5 DAREU Recent Developments
- 7.2 Logitech
- 7.2.1 Logitech Company Information
- 7.2.2 Logitech Business Overview
- 7.2.3 Logitech Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.2.4 Logitech Asymmetrical RGB Mouse Product Portfolio
- 7.2.5 Logitech Recent Developments
- 7.3 ALUA
- 7.3.1 ALUA Company Information
- 7.3.2 ALUA Business Overview
- 7.3.3 ALUA Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.3.4 ALUA Asymmetrical RGB Mouse Product Portfolio
- 7.3.5 ALUA Recent Developments
- 7.4 ThundeRobot
- 7.4.1 ThundeRobot Company Information
- 7.4.2 ThundeRobot Business Overview
- 7.4.3 ThundeRobot Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.4.4 ThundeRobot Asymmetrical RGB Mouse Product Portfolio
- 7.4.5 ThundeRobot Recent Developments
- 7.5 AJAZZ
- 7.5.1 AJAZZ Company Information
- 7.5.2 AJAZZ Business Overview
- 7.5.3 AJAZZ Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.5.4 AJAZZ Asymmetrical RGB Mouse Product Portfolio
- 7.5.5 AJAZZ Recent Developments
- 7.6 VGN
- 7.6.1 VGN Company Information
- 7.6.2 VGN Business Overview
- 7.6.3 VGN Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.6.4 VGN Asymmetrical RGB Mouse Product Portfolio
- 7.6.5 VGN Recent Developments
- 7.7 Razer
- 7.7.1 Razer Company Information
- 7.7.2 Razer Business Overview
- 7.7.3 Razer Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.7.4 Razer Asymmetrical RGB Mouse Product Portfolio
- 7.7.5 Razer Recent Developments
- 7.8 MI
- 7.8.1 MI Company Information
- 7.8.2 MI Business Overview
- 7.8.3 MI Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.8.4 MI Asymmetrical RGB Mouse Product Portfolio
- 7.8.5 MI Recent Developments
- 7.9 Darmoshark
- 7.9.1 Darmoshark Company Information
- 7.9.2 Darmoshark Business Overview
- 7.9.3 Darmoshark Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.9.4 Darmoshark Asymmetrical RGB Mouse Product Portfolio
- 7.9.5 Darmoshark Recent Developments
- 7.10 ATTACK SHARK
- 7.10.1 ATTACK SHARK Company Information
- 7.10.2 ATTACK SHARK Business Overview
- 7.10.3 ATTACK SHARK Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.10.4 ATTACK SHARK Asymmetrical RGB Mouse Product Portfolio
- 7.10.5 ATTACK SHARK Recent Developments
- 7.11 INPHIC
- 7.11.1 INPHIC Company Information
- 7.11.2 INPHIC Business Overview
- 7.11.3 INPHIC Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.11.4 INPHIC Asymmetrical RGB Mouse Product Portfolio
- 7.11.5 INPHIC Recent Developments
- 7.12 ROG
- 7.12.1 ROG Company Information
- 7.12.2 ROG Business Overview
- 7.12.3 ROG Asymmetrical RGB Mouse Sales, Revenue, Price and Gross Margin (2021-2026)
- 7.12.4 ROG Asymmetrical RGB Mouse Product Portfolio
- 7.12.5 ROG Recent Developments
8 North America
- 8.1 North America Asymmetrical RGB Mouse Market Size by Type
- 8.1.1 North America Asymmetrical RGB Mouse Revenue by Type (2021-2032)
- 8.1.2 North America Asymmetrical RGB Mouse Sales by Type (2021-2032)
- 8.1.3 North America Asymmetrical RGB Mouse Price by Type (2021-2032)
- 8.2 North America Asymmetrical RGB Mouse Market Size by Application
- 8.2.1 North America Asymmetrical RGB Mouse Revenue by Application (2021-2032)
- 8.2.2 North America Asymmetrical RGB Mouse Sales by Application (2021-2032)
- 8.2.3 North America Asymmetrical RGB Mouse Price by Application (2021-2032)
- 8.3 North America Asymmetrical RGB Mouse Market Size by Country
- 8.3.1 North America Asymmetrical RGB Mouse Revenue Grow Rate by Country (2021 VS 2025 VS 2032)
- 8.3.2 North America Asymmetrical RGB Mouse Sales by Country (2021 VS 2025 VS 2032)
- 8.3.3 North America Asymmetrical RGB Mouse Price by Country (2021-2032)
- 8.3.4 United States
- 8.3.5 Canada
- 8.3.6 Mexico
9 Europe
- 9.1 Europe Asymmetrical RGB Mouse Market Size by Type
- 9.1.1 Europe Asymmetrical RGB Mouse Revenue by Type (2021-2032)
- 9.1.2 Europe Asymmetrical RGB Mouse Sales by Type (2021-2032)
- 9.1.3 Europe Asymmetrical RGB Mouse Price by Type (2021-2032)
- 9.2 Europe Asymmetrical RGB Mouse Market Size by Application
- 9.2.1 Europe Asymmetrical RGB Mouse Revenue by Application (2021-2032)
- 9.2.2 Europe Asymmetrical RGB Mouse Sales by Application (2021-2032)
- 9.2.3 Europe Asymmetrical RGB Mouse Price by Application (2021-2032)
- 9.3 Europe Asymmetrical RGB Mouse Market Size by Country
- 9.3.1 Europe Asymmetrical RGB Mouse Revenue Grow Rate by Country (2021 VS 2025 VS 2032)
- 9.3.2 Europe Asymmetrical RGB Mouse Sales by Country (2021 VS 2025 VS 2032)
- 9.3.3 Europe Asymmetrical RGB Mouse Price by Country (2021-2032)
- 9.3.4 Germany
- 9.3.5 France
- 9.3.6 U.K.
- 9.3.7 Italy
- 9.3.8 Russia
- 9.3.9 Spain
- 9.3.10 Netherlands
10 China
- 10.1 China Asymmetrical RGB Mouse Market Size by Type
- 10.1.1 China Asymmetrical RGB Mouse Revenue by Type (2021-2032)
- 10.1.2 China Asymmetrical RGB Mouse Sales by Type (2021-2032)
- 10.1.3 China Asymmetrical RGB Mouse Price by Type (2021-2032)
- 10.2 China Asymmetrical RGB Mouse Market Size by Application
- 10.2.1 China Asymmetrical RGB Mouse Revenue by Application (2021-2032)
- 10.2.2 China Asymmetrical RGB Mouse Sales by Application (2021-2032)
- 10.2.3 China Asymmetrical RGB Mouse Price by Application (2021-2032)
11 Asia (Excluding China)
- 11.1 Asia Asymmetrical RGB Mouse Market Size by Type
- 11.1.1 Asia Asymmetrical RGB Mouse Revenue by Type (2021-2032)
- 11.1.2 Asia Asymmetrical RGB Mouse Sales by Type (2021-2032)
- 11.1.3 Asia Asymmetrical RGB Mouse Price by Type (2021-2032)
- 11.2 Asia Asymmetrical RGB Mouse Market Size by Application
- 11.2.1 Asia Asymmetrical RGB Mouse Revenue by Application (2021-2032)
- 11.2.2 Asia Asymmetrical RGB Mouse Sales by Application (2021-2032)
- 11.2.3 Asia Asymmetrical RGB Mouse Price by Application (2021-2032)
- 11.3 Asia Asymmetrical RGB Mouse Market Size by Country
- 11.3.1 Asia Asymmetrical RGB Mouse Revenue Grow Rate by Country (2021 VS 2025 VS 2032)
- 11.3.2 Asia Asymmetrical RGB Mouse Sales by Country (2021 VS 2025 VS 2032)
- 11.3.3 Asia Asymmetrical RGB Mouse Price by Country (2021-2032)
- 11.3.4 Japan
- 11.3.5 South Korea
- 11.3.6 India
- 11.3.7 Australia
- 11.3.8 Taiwan
- 11.3.9 Southeast Asia
12 South America, Middle East and Africa
- 12.1 SAMEA Asymmetrical RGB Mouse Market Size by Type
- 12.1.1 SAMEA Asymmetrical RGB Mouse Revenue by Type (2021-2032)
- 12.1.2 SAMEA Asymmetrical RGB Mouse Sales by Type (2021-2032)
- 12.1.3 SAMEA Asymmetrical RGB Mouse Price by Type (2021-2032)
- 12.2 SAMEA Asymmetrical RGB Mouse Market Size by Application
- 12.2.1 SAMEA Asymmetrical RGB Mouse Revenue by Application (2021-2032)
- 12.2.2 SAMEA Asymmetrical RGB Mouse Sales by Application (2021-2032)
- 12.2.3 SAMEA Asymmetrical RGB Mouse Price by Application (2021-2032)
- 12.3 SAMEA Asymmetrical RGB Mouse Market Size by Country
- 12.3.1 SAMEA Asymmetrical RGB Mouse Revenue Grow Rate by Country (2021 VS 2025 VS 2032)
- 12.3.2 SAMEA Asymmetrical RGB Mouse Sales by Country (2021 VS 2025 VS 2032)
- 12.3.3 SAMEA Asymmetrical RGB Mouse Price by Country (2021-2032)
- 12.3.4 Brazil
- 12.3.5 Argentina
- 12.3.6 Chile
- 12.3.7 Colombia
- 12.3.8 Peru
- 12.3.9 Saudi Arabia
- 12.3.10 Israel
- 12.3.11 UAE
- 12.3.12 Turkey
- 12.3.13 Iran
- 12.3.14 Egypt
13 Value Chain and Sales Channels Analysis
- 13.1 Asymmetrical RGB Mouse Value Chain Analysis
- 13.1.1 Asymmetrical RGB Mouse Key Raw Materials
- 13.1.2 Raw Materials Key Suppliers
- 13.1.3 Manufacturing Cost Structure
- 13.1.4 Asymmetrical RGB Mouse Production Mode & Process
- 13.2 Asymmetrical RGB Mouse Sales Channels Analysis
- 13.2.1 Direct Comparison with Distribution Share
- 13.2.2 Asymmetrical RGB Mouse Distributors
- 13.2.3 Asymmetrical RGB Mouse Customers
14 Concluding Insights
15 Appendix
- 15.1 Reasons for Doing This Study
- 15.2 Research Methodology
- 15.3 Research Process
- 15.4 Authors List of This Report
- 15.5 Data Source
- 15.5.1 Secondary Sources
- 15.5.2 Primary Sources
- 15.6 Disclaimer
GET THE RESEARCH
Choose your license.
Choose who needs access.
All options are for this report and research series.
PDF by email within 3–5 working days after payment confirmation.
Talk to an analyst