Industry Leaders
Top-right · Both axes ≥ 50
0FIRMS
Strong on both Core Competencies and 360-Performance. These firms have proven track records, deep specialisation, and solid client outcomes. Default recommendation for most buyers.
Top Pune Software Companies
Goodfirms has reviewed 440 Pune Software Companies as of September 2026. The top-ranked firm is Symphony Solution (5.0 stars, 1 verified reviews, $25 - $49/hr, founded 2011, Pune). Across the category, the median hourly rate is $25, median client rating is 4.8, and 28% of firms employ 50+ members. Explore the vetted Pune Software Companies below, compare their strengths, and connect with the provider best suited to your requirements.
Are they looking for top software companies in Pune? In this highly competitive market, choosing software developers in Pune becomes a challenging task, but with Goodfirms, this lengthy process becomes easy. Not all software development companies are renowned and knowledgeable enough to offer the best solution. The companies mentioned in the list below are gauged on different parameters to help our clients choose the best option for their business. The listed software developer in Pune can assist their clients in the best possible way because of acquired knowledge to compete in the global market. Find the list below of software development companies in Pune and hire one who can offer you the best services.
Goodfirms has verified 440 Pune Software Companies - part of 24,110+ Software Development Companies, each passing Goodfirms' 4-step verification process (background check, client interviews, portfolio audit, ongoing quality review). Listings marked "Sponsored" are agencies that pay for premium placement - sponsorship does not affect star ratings or review content.
Top 10 at Glance
Compare the highest-ranked firms first side by side.
Rank
Company
Rating
Reviews
Hourly Rate
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Founded
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List of Pune's Top Software Development Companies | Best Pune Software Developers
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Claude
ChatGPT
Kumarsoft is a results-driven web development and digital solutions company focused on building scalable, high-performance, and user-friendly platforms. We specialize in custom website development, eCommerce solutions, UI/UX design, and business automation tools tailored to meet real-world needs. Our approach combines technical expertise with practical business ... read Kumarsoft reviews & insights
NA2 - 92017Pune, IndiaWorking with Kumarsoft was a great experience
- CEOWhy Kumarsoft?
- Proven Expertise & Reliable Delivery
- Business-Oriented Solutions
- Transparent Communication & Support
Smoking Chimney Studios weaves storytelling with the power of AI and advertising to build meaningful connections for people; headquartered in Pune, India, and with a global presence from Berlin, Germany, we are much more than a creative agency, tech consultancy, or ad firm—being a partner ... read Smoking Chimney Studios reviews & insights
$25 - $49/hr50 - 2492023Pune, IndiaGreat service deliver by Smoking Chimney
- Co-Founder at Saponyx Technologies Pvt. Ltd.| Helping SMEs & Startups with SAP Business One ERP | Growth Partner | SUSE Linux SLES Certified| BPA | Cloud Consultant
SoftLink International is a technologically acclaimed company based in India and USA with global presence. Founded in 1997, Softlink enjoys technology partnerships with leading companies in healthcare and IT. In more than a decade of Product innovation and R&D, it has garnered a customer base of over 200 healthcare institutions in 15 countries! SoftLink focuses ... read SoftLink International Pvt. Ltd. reviews & insights
NA50 - 2491997Pune, India
Contract Labour management software simplifies the procurement contract process, Allows for compliance with internal and external regulations, identifies and manages risk and enhances the standardization of the contract process Identify and manage risk.
< $25/hr10 - 492006Pune, India
Newton Software Pvt Ltd. is a reputed name in providing innovative software solutions for the Civil & Corporate Industry. We have earned for ourselves a rich domain experience primarily in Civil engineering & realty and the Corporate world for the Contract Labour & Visitor Management with an integration of face /biometrics & allied products.
$25 - $49/hr50 - 249Pune, India
Avercast is a supply chain management software as a service company that helps companies get the right product to the right place at the right time. We offer a comprehensive supply chain management software suite that includes several modules for proper demand planning software, including business forecasting software and sales forecasting software, supply planning software, ... read Avercast Infotech reviews & insights
NA10 - 492020Pune, India
Upside Learning is a leading provider of custom learning solutions to organizations worldwide. They help their customers deliver real outcomes by helping them achieve performance improvements that are aligned with their business objectives. By making the effort to Go Beyond at each step of the designing process, Upside Learning aims to make a real and ... read Upside Learning Solutions reviews & insights
NA50 - 2492004Pune, India
Harbinger Interactive Learning is a global design and development company specializing in eLearning modernization and custom eLearning solution development. We have over 25 years of experience in delivering innovative learning solutions for various verticals like publishing, life sciences, BFSI, retail, and high-tech. We are a fast growing company with corporate headquarters and three development centers ... read Harbinger interactive learning reviews & insights
NA50 - 2492001Pune, India
Since 1992, DataVision has been crafting IT solutions for the Banking and Financial services industry. Over the years it has produced best-in-class solutions that cover Core Banking and surround applications in areas such as Channels, Compliance, Microfinance, Transaction Banking and Payments. Datavision’s mission critical applications streamline business operations, connect banks to their customers seamlessly in ... read DataVision reviews & insights
NA250 - 9991992Pune, India
Cerillion is a leading provider of billing, charging and customer management systems with more than 20 years' experience delivering its solutions across a broad range of industries including the telecommunications, finance, utilities and transportation sectors. These are used to price and bill subscriptions and variable usage for wholesale, retail and white label services; B2B and ... read Cerillion Technologies reviews & insights
NA50 - 2491999Pune, India
PCSOFT indigenously started developing IEV in1988. We currently have a dynamic team of 100 highly qualified executives, possesing unmatched proficiency in all facets of ERP Software, including technology procreation, development, implementation, and support. Our exposure to real life implementation spans over a Million Man-Days and includes in excess of 1000 site deployments. PCSOFT has an ... read Pcsoft ERP Solutions reviews & insights
NA50 - 2491988Pune, India
Company Bench prevents you from spending a fortune on hiring the resource. As we cut down the resource obtaining cost and rather provides a solution to Hire Remote Developers within 24 hours. Save The Overhead Costs Waiting time for a resource for hire is passed, Company Bench nick of time resource management product Availability of ... read Company Bench reviews & insights
NA250 - 9992020Pune, India
We at Abhinav DigiCompSoft Services Pvt. Ltd. specialize in delivering intelligent, scalable, and customized IT solutions designed to accelerate business growth. Established in 2012 and headquartered in Pune, Maharashtra, we have earned a reputation for our innovative approach, unwavering reliability, and extensive technical expertise. Our name, “Abhinav,” meaning “Consistently Innovative,” embodies our dedication to combining ... read AbhinavDCS reviews & insights
< $25/hr10 - 492012Pune, India
Using AI Tools
Inferwise- Inferwise IA Platform
Fragmented data and disjointed workflows are the primary barriers to scaling today’s operations. Inferwise solves this with its Inferwise - Intelligent Automation Platform, an engine designed to unify your digital infrastructure. By integrating human expertise with Augmented Intelligence, Inferwise provides a seamless automation experience that drives efficiency and excellence in every industry. Deploy anywhere—cloud or ... read Inferwise LLP reviews & insights
$100 - $149/hr10 - 492023Pune, IndiaWhy Inferwise LLP?
- Intelligent Automation
- Data, Workflow, and Process Automation
- Augmented Intelligence & Decision Intelligence
Using AI Tools
- ChatGPT
Hi & Thanks for your time, Quantum Automation would like to introduce our “Q-Elite Platform” which has extreme Automation capabilities of Data Center, Enterprise Network, ISP, Telecom, Cloud, Application repetitive task as well in-build key features –🚀 Infrastructure Auto Discovery🚀 API base Automation🚀 Incident Auto Heal & task scheduling🚀 9 types of Automation Script execution ... read Quantum Automation reviews & insights
$25 - $49/hr2 - 92024Pune, IndiaWhy Quantum Automation?
- Multiple script extensions compile capabilities
- Monitoring, Observability, Vulnerability, topology
- Job Scheduling
Using AI Tools
- ChatGPT
Aeveno is a globally recognized AI and software development company headquartered in India, empowering businesses worldwide with intelligent and scalable technology solutions.We specialize in Artificial Intelligence, Generative AI, Machine Learning, Data Science, Data Analytics, Business Intelligence, Web Development, Mobile App Development, Cloud-Native Infrastructure, Cybersecurity, SaaS Platform Engineering, and DevOps Automation.With a proven track record of ... read Aeveno reviews & insights
< $25/hr2 - 92025Pune, IndiaWhy Aeveno?
- AI powered solutions at competitive rates
- 300 plus projects delivered globally
- End to end development with round the clock suppor
Using AI Tools
- Claude
Cloudazia Systems Pvt. Ltd. is a leading software development company specializing in custom software solutions, jewellery management software, website development, and mobile app development. Since 2016, we’ve been empowering businesses with innovative, scalable, and reliable technology solutions that drive digital growth.
NA2 - 92016Pune, IndiaWhy Cloudazia Systems Pvt. Ltd.?
- Industry-Focused Expertise
- Quality Solutions, Delivered On Time
- Client-Centric & Cost-Effective Approach
Using AI Tools
Canva
We help businesses build, automate & grow with smart technology. From custom software and web/mobile apps to CRM, cloud, cybersecurity & digital marketing—we turn business challenges into digital solutions.Automate. Optimize. Grow.
NA2 - 92023Pune, IndiaWhy Welcome to Adiasquare Software Solutions OPC Pvt.L?
- Senior developers, not a call center
- Full-stack dev, CRM & marketing, one team
- CRM systems built around your workflow
Using AI Tools
- ChatGPT
Dreamz is a global IT consulting & software solutions provider with 40+ software consultants working full time across 2 delivery centres. Dreamz is headquartered in Pune, India with offices in USA. Our commitment to quality and 15+ years of experience has made us serve over 1050+ clients across 10+ countries with 85% client retention. Our ... read Dreamz Software Solutions Private Limited reviews & insights
NA50 - 2492010Pune, IndiaWhy Dreamz Software Solutions Private Limited?
- Expert Mobile App & Software Development
- Experienced Team with Proven Technical Expertise
- Reliable Support and Scalable Digital Solutions
Using AI Tools
- ChatGPT
Raveblue is a technology and digital solutions company providing custom software development, UI/UX design, digital marketing, AI automation and business management solutions. Our services include CRM, HRMS, WMS, HMS and TMS solutions, WhatsApp Business API automation, SEO, performance marketing and analytics. We help businesses streamline operations, improve customer engagement and build scalable digital solutions tailored ... read Raveblue Pvt. Ltd. reviews & insights
NA10 - 492020Pune, IndiaWhy Raveblue Pvt. Ltd.?
- Custom solutions tailored to your business.
- All-in-one technology and digital solutions.
- Scalable solutions built for business growth.
Probytes is a web development company with nearly a decade long experience in the industry. We have created websites on many domains such as • E-commerce • Education • Retail • Gaming • Travel and tourism • MNCs • Insurance • Health • Government • ... read Probytes reviews & insights
< $25/hr10 - 492011Pune, IndiaWebsite Development With Ease
- Priority Relationship Manager
Using AI Tools
- ChatGPT
- Claude
- Canva
Replit
Established in 2009, we are a digital product engineering company helping enterprises and startups design, build, and scale AI-powered and cloud-native applications.Our core focus is on delivering secure, scalable, and high-performance systems across AI, custom software development, mobile applications, and cloud platforms. We bring strong ... read LogiQuad Solutions Private Limited reviews & insights
< $25/hr10 - 492009Pune, IndiaWorking with LogiQuad Solutions Private Limited was a positive experience, as they combined professi
- CEOWhy LogiQuad Solutions Private Limited?
- 16 Years of Proven Engineering Expertise
- AI, Cloud & Product Engineering Under One Roof
- Dedicated Teams. Scalable, Long-Term Partnership
Hexanovate is a Digital marketing and software development company founded by IITians in 2018. We are a team of 30 members led by the students from IIT Indore. Hexanovate is a one-stop solution for all your marketing needs of businesses. We are expert in SEO, ... read Hexanovate reviews & insights
< $25/hr10 - 492019Pune, IndiaAmazing SEO Services
- SEO EXECUTIVE AT HEXANOVATE
Using AI Tools
Cursor
Dogra Technologies Pvt. Ltd. (DograTech) is a Pune-based product engineering company that takes ideas from concept to production-ready software. Since 2014, our engineers have designed, built, and shipped 105+ custom software, mobile, cloud, and AI products for startups and enterprises across India, the UK, the ... read Dogra Technologies Pvt. Ltd. reviews & insights
$50 - $99/hr10 - 492014Pune, IndiaHonesty, integrity and ingenuity are the key components to Dogra Tech
- Managing PartnerWhy Dogra Technologies Pvt. Ltd.?
- Full-stack, cloud and AI product engineering
- 105 products shipped for venture-backed startups
- Speed with security, compliance and reliability
Using AI Tools
- ChatGPT
Gemini- Claude
Perplexity
Futurism Technologies is a global digital transformation company helping startups, scale-ups, and Fortune 500 enterprises modernize, secure, and scale their technology operations. Founded in 2003 with 22+ years of expertise, we deliver end-to-end IT solutions across six continents, combining strategic consulting, engineering excellence, and enterprise-grade ... read Futurism Technologies reviews & insights
$25 - $49/hr250 - 9992003Pune, IndiaI received excellent services
- ManagerWhy Futurism Technologies?
- Proven Experience & Global Delivery
- Flexible & Scalable Engagement Models
- Certified, Secure & Results-Driven Approach
We work with ideas of all technologies and languages to bring your ideas across all of the platforms in our lives.AT is what you get when you combine the speed and agility of the latest technology with the experience and pedigree of a team. AT ... read Acquiscent Technologies Pvt Ltd reviews & insights
< $25/hr10 - 492014Pune, Indiagood and professional approach
- CMO
Vibeosys Software is a software development company specialised in mobile app development and website development. Founded in 2015, it has tremendous potential of developing innovative products for its clients. Vibeosys software is a technology company delivering quality services to its clients. Vibeosys is a leading ... read Vibeosys Software Pvt Ltd reviews & insights
$25 - $49/hr10 - 492015Pune, IndiaProfessional, thorough and cooperative!
- Employee
Previously Synchash, now Blackspace we strive hard to achieve customer satisfaction in the most budget friendly way, which is our main motto. Our in house team of developers, SMO and SEO experts and graphic designer we provide you the best insight to grow your business.
< $25/hr2 - 92016Pune, IndiaThe team is very talented and we will seek their services in future as well.
- Co-founder
We serve organizations in a variety of verticals and of different sizes, from small businesses to global corporations. Our agile approach and methodology helps us meet the specific requirements of our customers. The Inichepro’s team makes implementing a cutting-edge software solution simple. Customer Focused: We ... read Inichepro IT Solutions Private Limited reviews & insights
$50 - $99/hr10 - 492021Pune, IndiaWe are delighted to work with them as colleagues and know them as friends.
- Ashish Singh
Using AI Tools
- Local / Open-source model
- ChatGPT
- Vector databases (Qdrant)
- Embedding models
- Custom Agent Engine
- + 10 More
We build and scale production-grade AI platforms, not just prototypes. To carry on the business of designing, building, and scaling advanced Artificial Intelligence (AI) platforms and solutions, including but not limited to autonomous AI agents, generative AI applications, retrieval-augmented generation (RAG) systems, AI-driven analytics, and ... read MapCore Softech LLP reviews & insights
< $25/hr10 - 492025Pune, IndiaExcellent collaboration and team work with expertise
- DirectorWhy MapCore Softech LLP?
- AI-first platform, not just services
- Production-ready AI, not prototypes
- Build -- Deploy -- Scale in one ecosystem
I Knowledge Factory Pvt Ltd. is a firm specializing in 360 degree Digital Marketing and Brandvertising (Brand Lifter + Advertising). Our Mission is to get Businesses BIG. We serve with digital ideas and solutions. IKF bestows rangers who are tech geeks, designers, smarketers (Smart Marketers), ... read I Knowledge Factory Pvt. Ltd. reviews & insights
< $25/hr50 - 2492000Pune, IndiaGreat service providers especially their web development team is best
- Cosmetic Surgeon & Hair Transplant Specialist
Austere Systems Private Limited (ASPL) is a service provider delivering technology-driven business solutions that meet the strategic objectives of our various clients. ASPL has an excellent team of professionals that create solutions around specific needs of industries and delivers unmatched business value to customers through ... read Austere Systems Pvt Ltd reviews & insights
$25 - $49/hr50 - 2492015Pune, IndiaWe provide a one-stop solution for all the business needs.
- Employee
Mindpool Technologies is one of the most renowned IT consulting company with a decade long experience that provides custom web & mobile app development, digital marketing, and IT staffing services. We design strategies and solutions that are tailored specifically to your business vision. What makes ... read Mindpool Technologies reviews & insights
< $25/hr50 - 2492011Pune, IndiaAmazing work
- Maria Garcia
We started our journey in 2010 competing with the demanding marketplace. Today, we’re one of the leading IT service providers; building the best software products on the global market powered by the latest technologies. Headquartered in Pune, India, we are a trusted and skilled team ... read MindWorx Software Services Pvt. Ltd. reviews & insights
< $25/hr50 - 2492010Pune, IndiaGood for IoT Applicatoiin Development
- GAURAV PATIL
Incepted in the year 2014, Divinity India Enterprises Pvt. Ltd. is dedicatedly involved in Service Providing, Trading and Supplying of superior quality range of Programming Languages Training, Live Projects Training, Web Designing Services, SEO Services, ERP Solutions, AMC Services, Software Development Services, Designing Services, Software ... read TechDivinity reviews & insights
< $25/hr2 - 92014Pune, Indiaawesome design of college website
- ram krishna more college
ALDS is a business-oriented Web and Mobile App Development Company dedicated to providing innovative, comprehensive and planned software solutions that are tailored to meet the needs of our clients. Established in the year 2016, our team has been managing end-to-end projects - from design to ... read Aladinn Digital Solutions reviews & insights
< $25/hr50 - 2492016Pune, IndiaOverall, I am extremely satisfied with the services provided by Aladinn Digital Solutions
- Owner
At Codetentacles Technologies, we have been pioneers in blockchain development since 2017, helping businesses in the Education, E-Commerce, Logistics, Online Payment, and various other sectors transform their IT landscape. With a distinctive approach to technology management and consultancy, we deliver tailored solutions that provide clients ... read Codetentacles Technologies reviews & insights
NA10 - 492017Pune, IndiaAmazing
- Recruiter at Vintage HR Consultants
We are global technology company that is committed to helping people and businesses all over the world harness the power of technology and help traverse its capabilities. With the help of rapid innovation, we mold services and solutions to your needs. We believe that everyone ... read Ubmatic reviews & insights
NA10 - 492018Pune, IndiaGood work with time
- Senior PArtner
Left Right Mind is a Software Consulting Firm focused on developing bespoke digital solutions emphasizing User Experience. Founded in 2013, we have partnered with 50+ clients in the US, UK, India & Australia spanning verticals such as semiconductors, insurance, government, healthcare, pharmaceuticals, HR-enterprise, construction, energy, ... read Left Right Mind Pvt Ltd reviews & insights
$25 - $49/hr50 - 2492013Pune, IndiaResponsive and creative.
- Anonymous
Anika Technologies is a technology and a management consulting company specializing in cutting edge services for BFSI, IT, ITES, E-Commerce, Retail, Internet, Telecom, Logistics and other industries. The first Indian company to be the knowledge partner at the World Tech Conference in Canada for Artificial ... read Anika Technologies reviews & insights
< $25/hr2 - 92016Pune, IndiaTechnology prowess with sound execution skills
- Inside Sales
DASP Digital Private Limited is a forward-thinking technology company dedicated to delivering innovative and scalable digital solutions to businesses worldwide. We specialize in transforming ideas into powerful products that drive growth, efficiency, and competitive advantage. Our core expertise includes Web Development, Mobile App Development, Data Science, DevOps, Cloud Solutions, and UI/UX Design. With a team ... read DASP Digital PVT LTD reviews & insights
$25 - $49/hr10 - 492026Pune, IndiaWhy DASP Digital PVT LTD?
- Quality-driven development
- Transparent communication
- Skilled expert team
Mobile Application Development, iOS Application Development Android Application Development , Php, Flutter, ASP.net, Ipad, Web Design & Development, Software Development, CRM, ERP, SEO, SMO, Graphic Designing & Windows Desktop Application .ASMOBISOFT is ISO: 9001-2008 certified versatile Mobile Application Development Company that conveys an uncommon portable ... read Asmobisoft Services Pvt. Ltd. reviews & insights
$25 - $49/hr10 - 492012Pune, IndiaExcellent Work
- Managing Director
TeQstudio guarantees 100% satisfaction, banking on our esteemed team of developers and designers who have a vision for future that traverses through uncompromising quality and innovation. Our experts ensure that there isn't a banal element in our solutions and adopting them creates an enduring value ... read TeQstudio Pvt. Ltd reviews & insights
$25 - $49/hr10 - 492013Pune, IndiaA Professional and Good Company
- Business Development Director
iAssure International Technologies Pvt Ltd is an innovative IT company having a track record for developing smart Web apps, Mobile apps, eCommerce Stores & Large Scale Portals with highest security standards, great user experience and blazing performance. Innovation & creativity always remain at the heart ... read iAssure International Technologies Pvt. Ltd reviews & insights
$50 - $99/hr50 - 2492011Pune, IndiaAmazing experience..Great Staff , People and Variety of work on showcase
- Dharmesh Gajera
APPConsultion is a top rated mobile apps development and maintenance company in Pune. We have dedicated android and iOS developers in Pune works on onshore and offshore model. It is our aim to provide complete digital transformation services along with maintenance. We design and development ... read appconsultio reviews & insights
< $25/hr10 - 49Pune, IndiaTeam of best
- dayam khan
“FidoSofts” is one of the worlds best independent partners company working independently for different works. We are headquartered in Mumbai, India and help provide Quality Software Solutions & Services to Clients of all sizes around the world. Our unique and expert team platform deploys the ... read FIDOSOFTS PRIVATE LIMITED reviews & insights
< $25/hr10 - 492021Pune, IndiaExcellent supporting service with in time frame and clarity of subject for new user of online business is apprecieted
- varnahvoguish boutique
MarsDevs is an offshore product development organization that designs and develops software applications, offering services spanning the entire software development life cycle, was founded in 2019 in India with a mission to provide best product development experience and build scalable products with the clean code. ... read MarsDevs reviews & insights
$25 - $49/hr50 - 2492019Pune, Indiagreat and smooth relationship, everything is going well
- Project Manager at JustCoded - FinTech, Crowdfunding, web and mobile app development at justCoded
SM Softwares – Your Partner for Innovative IT Solutions At SM Softwares, we empower businesses worldwide with cutting-edge IT services, delivering 140+ successful projects across web development, mobile apps, SEO, CRM, AI integration, and cloud solutions. With 14+ years of experience, our team transforms ideas ... read Sm Softwares reviews & insights
$25 - $49/hr10 - 492016Pune, IndiaBrilliant achievements, very good commuinication and cooperation!
- Director
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The Magical Quadrant
Hover any bubble for the firm's exact scores. Filter the view using the controls on the right.
360-PERFORMANCE VIEW (Y) →
0255075100
Industry ContendersIndustry LeadersUpcoming AchieversMarket Influencers
0255075100
CORE COMPETENCIES (X) →
The four quadrants explained
Each card shows the count of firms in that quadrant and the top 5 by composite score.
Industry Contenders
Top-left · Y ≥ 50, X < 50
3FIRMS
Strong execution but broader service mix. High-quality generalists - good fit if your project crosses multiple disciplines in one engagement.
Market Influencers
Bottom-right · X ≥ 50, Y < 50
6FIRMS
Deeply specialised but with moderate market presence. Often the right pick when specialisation matters more than scale - boutique shops with deep technical chops.
Upcoming Achievers
Bottom-left · Both axes < 50
33FIRMS
Newer entrants and smaller boutiques. Higher risk but often the best price-performance - particularly for early-stage startups or non-mission-critical projects.
Top firms in this category
No firm has cleared the Leaders threshold (≥ 50 on both axes) in this category yet. The 8 highest-scoring firms overall are shown below.
1TOP
Core Competencies68
360-Performance38
2TOP
Core Competencies60
360-Performance35
3TOP
Core Competencies60
360-Performance32
4TOP
Core Competencies57
360-Performance34
5TOP
Core Competencies52
360-Performance37
6TOP
Core Competencies60
360-Performance28
7TOP
Core Competencies32
360-Performance56
8TOP
Core Competencies44
360-Performance44
How firms are placed on the matrix
Every position on this chart is the output of the Goodfirms ranking algorithm - a weighted composite of signals across two axes. The algorithm is recomputed regularly and is fully documented.
Sponsorship does not affect placement. PRO members receive visible badges and ad placements, but their algorithmic scores are calculated identically to free listings.
Read the full methodologyAlgorithm at a glance
1
X-axis (Core Competencies): Service Focus Ratio + Portfolio Depth + Quality + Experience
2
Y-axis (360-Performance): Client Reviews + Market Presence + Goodfirms Score
3
Missing signals are excluded from a firm's score, not substituted with defaults - weights redistribute across remaining inputs
4
Recency decay over the last 18 months keeps stale reviews from dominating
5
Eligibility floor: ≥ 1 published review in this category scope
Pune · $0-24/hr