Top App Developers in Boston
Boston’s innovation corridor—stretching from the Seaport District to Kendall Square—hosts world-class universities, biotech giants, and a thriving startup scene. That energy fuels a deep talent pool of mobile app developers skilled in iOS, Android, and cross-platform solutions.
On Clutch, every Boston agency is vetted through client interviews and transparent performance metrics, so you can hire with confidence. Use filters for hourly rate, team size, and industry specialization to narrow results in seconds.
Ready to start? Explore the full global list of Top App Developers, or compare nearby talent in Cambridge and niche experts in Boston Healthcare App Development.
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Featured
What are Featured Providers?
$75,000+$50 - $99 / hr10 - 49Serves Boston, MAServices provided
See all 16 projectsImaginovation is a mobile app development company specializing in comprehensive application solutions, including iOS and Android development. The company is praised for its project management, communication, and dedication to client needs, with 85% of reviewers highlighting their effective communication. While some delays were noted, 90% of feedback is positive, emphasizing their cultural fit and technical expertise.
$10,000+$50 - $99 / hr250 - 999Serves Boston, MAServices provided
See all 77 projectsDesignli is a distinguished Mobile App Development company specializing in creating interactive prototypes and MVPs for both iOS and Android platforms. Their reviews reflect a 100% positive feedback rate, highlighting their organizational execution, expertise in UX/UI design, and effective project management. Approximately 80% of reviewers commend their communication skills and responsiveness, making Designli a trusted partner for innovative app solutions.
$50,000+$50 - $99 / hr1,000 - 9,999Serves Boston, MAServices provided
See all 100 projectsVention is a distinguished company specializing in Mobile App Development, with a strong emphasis on iOS and Android platforms. The reviews reveal a consistent pattern of high-quality work, timely delivery, and exceptional project management. Approximately 100% of reviewers praised their technical expertise and seamless communication, highlighting the company's ability to integrate closely with their clients’ teams and adapt to evolving project needs effectively.
$25,000+$100 - $149 / hr50 - 249Serves Boston, MAServices provided
See all 84 projectsGoji Labs is a proficient Mobile App Development company that specializes in creating custom mobile applications for diverse sectors, including education, finance, and non-profit organizations. The company boasts an impressive 100% positive feedback rate, with clients consistently praising their project management excellence, collaborative approach, and technical acumen. Notably, 90% of reviewers emphasize Goji Labs' ability to understand and align with client goals, ensuring tailored solutions that exceed expectations.
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$25,000+$200 - $300 / hr50 - 249Westford, MA
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CIMCON Digital is a midsize Westford, Massachusetts-based AI firm. Their services include Artificial Intelligence and Mobile App Development.
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$1,000+$100 - $149 / hr10 - 49Seabrook, NH
Services provided
See all 7 projectsSnappii is a Mobile Application Development company specializing in tailored solutions for various industries, including inventory management, procurement, and club member services. The company has received overwhelmingly positive feedback, with clients praising their ability to deliver feature-rich applications for both iOS and Android platforms. Approximately 95% of reviews highlight Snappii's responsiveness and commitment to client satisfaction in Mobile App Development projects.
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Featured
What are Featured Providers?
$25,000+$50 - $99 / hr50 - 249Serves Boston, MAServices provided
See all 33 projectsMercury Development is a distinguished mobile app development company renowned for its proficiency in both iOS and Android development. The firm consistently receives accolades for its structured approach, technical expertise, and professionalism, resulting in high customer satisfaction rates and successful project outcomes. Approximately 95% of reviews highlight their attention to detail and effective communication, while a similar percentage commend their ability to deliver projects on time and within budget.
$50,000+$150 - $199 / hr50 - 249Serves Boston, MAServices provided
See all 19 projectsFive Pack is a mobile app development company renowned for its expertise in iOS and Android app development, providing full-service solutions from design to deployment. Across multiple reviews, Five Pack is consistently praised for its excellent project management, responsiveness, and partnership approach, with 100% of reviewers noting their ability to meet timelines and adapt to project needs. Clients highlight their proactive communication and ability to deliver high-quality mobile solutions, leading to successful outcomes and ongoing collaborations.
$25,000+$50 - $99 / hr50 - 249Serves Boston, MAServices provided
See all 20 projects10Pines is a versatile software development company known for its expertise in mobile app development, infrastructure optimization, and agile software engineering. Reviews highlight their strong cultural fit, commitment to quality, and effective project management, with over 80% of clients praising their responsiveness and adaptability. Their high-quality work in Android and iOS development consistently meets client expectations and timelines, making them a reliable partner for complex development projects.
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$5,000+$100 - $149 / hr2 - 9Weymouth, MA
Services provided
Metro Annex Interactive is a small social media marketing company established in 2013. Their services include Social Media Marketing and Search Engine Optimization.
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UndisclosedUndisclosed2 - 9Boston, MA
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Uprise Partners is a branding company founded in 2017. Their team offers Branding and Business Consulting.
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$5,000+$25 - $49 / hr50 - 249Nashua, NH
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See all 2 projectsAlphas Technology is a software development company known for its expertise in managing and developing complex web applications, particularly for the hospitality and logistics industries. They have received 100% positive feedback, with clients praising their project management skills, industry knowledge, and responsiveness. Reviewers appreciate their structured approach and timely delivery of projects, highlighting their ability to integrate and optimize systems effectively.
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$50,000+Undisclosed10 - 49Marlborough, MA
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Headquartered in Marlborough, Massachusetts, Techrupt Innovations is a small mobile application development company. Their services include Mobile App Development and Custom Software Development.
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UndisclosedUndisclosed50 - 249Salem, NH
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AgaMatrix, a mobile app development company, was established in 2001. The team focuses on Mobile App Development and is in Salem, New Hampshire.
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Featured
What are Featured Providers?
$75,000+$150 - $199 / hr250 - 999Serves Boston, MAServices provided
See all 37 projectsFueled is a prominent mobile app development company known for delivering iOS and Android applications with an emphasis on design strategy, execution, and maintenance. Across numerous reviews, Fueled is praised for their exceptional expertise, communication, and project management capabilities, leading to impressive client satisfaction and high app ratings, with multiple clients reporting 5-star feedback. Their ability to integrate seamlessly with client teams and exceed expectations is frequently highlighted, making Fueled a preferred partner in mobile software development.
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$10,000+$100 - $149 / hr2 - 9Boston, MA
Services provided
GFTB Digital, an Advertising company, specialize in Advertising and Branding. They were established in 2016.
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$5,000+$50 - $99 / hr2 - 9North Reading, MA
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Based in North Reading, Massachusetts, Arch Creative Group is a branding company. They focus on Branding and Market Research and were launched in 2008.
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UndisclosedUndisclosed2 - 9Quincy, MA
Services provided
VedantaTek is an IT strategy consulting company. Their small team is located in Quincy, Massachusetts. Their services include IT strategy consulting and Custom Software Development.
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$25,000+$50 - $99 / hr50 - 249Marlborough, MA
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Launched in 2019, Cloud Bridge Solutions Inc is an IT strategy consulting company. Their services include IT strategy consulting and cloud consulting & SI.
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UndisclosedUndisclosed250 - 999Westborough, MA
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Quality Matrix is a big data analytics company. In Westborough, Massachusetts and Hyderabad, India, the team focuses on BI & big data consulting & SI and cloud consulting & SI.
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$50,000+$150 - $199 / hr2 - 9Gloucester, MA
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Ambrao, a small application development company and web development company, is based in Gloucester, Massachusetts. Their services include Mobile App Development and Web Development.
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$1,000+$25 - $49 / hr10 - 49Lowell, MA
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GreenAppleX is a web development company established in 2021. Their team focuses on Web Development and Blockchain.
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UndisclosedUndisclosed2 - 9Maynard, MA
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40ParkLane,llc, an user experience design agency, was founded in 1998. The agency focuses on UX/UI Design and Email Marketing.
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$5,000+$50 - $99 / hr10 - 49North Providence, RI
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See all 10 projectsFounders Approach is a mobile app development company renowned for its exceptional project management and communication skills. With a stellar 100% positive feedback rate, clients consistently praise their dedication to delivering high-quality, user-friendly mobile applications. They excel in adapting to client needs, offering a seamless development experience, and maintaining transparency throughout the project lifecycle, making them a favored choice for complex app projects.
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$10,000+$100 - $149 / hr50 - 249Dracut, MA
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Medical Systems Consult is a midsize software development firm based in Dracut, Massachusetts. The team specializes in Custom Software Development and Mobile App Development.
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Undisclosed< $25 / hr2 - 9Hopedale, MA
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Future Matrix Technologies is a SEO company. Founded in 2025, the firm is in Hopedale, Massachusetts. Their team focuses on Search Engine Optimization and Pay Per Click.
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$1,000+$50 - $99 / hr2 - 9Dracut, MA
Services provided
Branding company Solutioncrafts LLC is based in Dracut, Massachusetts. The team offers Branding and Digital Strategy.
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$5,000+$25 - $49 / hr250 - 999Derry, NH
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See all 14 projectsPaklogics is a mobile app development company praised for its dedication, effective project management, and successful outcomes in iOS and Android app projects. With 100% positive feedback, clients commend their methodical approach and open communication, though some suggest alternative tools for communication.
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$1,000+< $25 / hr10 - 49Marlborough, MA
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See all 4 projectsHbox is a full-service software and mobile app development company headquartered in Massachusetts. From humble beginnings to working with some of the most ambitious, groundbreaking startups
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UndisclosedUndisclosed2 - 9Burlington, MA
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Founded in 2008, Phoenix Afterglow is a small Irvine, California-based social media marketing firm. Their services include Social Media Marketing and Search Engine Optimization.
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$25,000+$100 - $149 / hr10 - 49Chelmsford, MA
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Small software development firm SVH Software , is based in Chelmsford, Massachusetts. Their services include Custom Software Development and Mobile App Development.
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UndisclosedUndisclosed10 - 49Mansfield, MA
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RCP Learning is a video production company. The team provides Video Production and Translation and is headquartered in Mansfield, Massachusetts and Apollo Beach, Florida.
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$10,000+$100 - $149 / hr10 - 49Northborough, MA
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Bluefish technologies is a website development firm. They offer Web Development and Mobile App Development and were established in 2023.
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UndisclosedUndisclosed10 - 49Westborough, MA
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Based in Westborough, Massachusetts, Aorton Inc is a small user experience agency. Their services include UX/UI Design and Mobile App Development.
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$1,000+$50 - $99 / hr50 - 249Providence, RI
Services provided
See all 12 projectsKinetic Web Builders is a web development and digital marketing company known for crafting feature-rich websites and strategic social media campaigns. They receive consistently positive feedback, with 100% of reviewers praising their innovative solutions and adaptability. Their project management is commended for being communicative and timely, though there is a suggestion for deeper analytics reporting.
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$1,000+< $25 / hr10 - 49Hudson, NH
Services provided
Xsquare Technology specializes in building APIs, with a focus on projects such as Twilio API integration. However, reviews indicate significant issues with project delivery, including failure to meet deadlines, poor communication, and unfulfilled project commitments. Overall, feedback suggests a lack of reliability and professionalism in their project management.
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UndisclosedUndisclosed10 - 49Southborough, MA
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GTxcel is a software development firm. Launched in 2004, the team provides Custom Software Development and Broadcast Video. The company is based in Southborough, Massachusetts.
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$250,000+$150 - $199 / hr50 - 249North Hampton, NH
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See all 6 projectsAscendle is a software development company specializing in transforming legacy systems into web-based and cloud solutions, with expertise in Agile processes. The company is highly praised for its attention to detail and project management, reflected in positive reviews that highlight their quality of work and client attentiveness. Approximately 80% of reviewers appreciated their structured approach and consistent communication, while some noted room for improvement in explaining the Agile process to less tech-savvy clients.
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UndisclosedUndisclosedFreelancerLynn, MA
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Digital Strategy company Orientier was founded in 2017. The team specializes in Digital Strategy and Content Marketing.
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UndisclosedUndisclosed50 - 249Providence, RI
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See all 10 projectsSky High Designs Inc is a Wyoming-based digital agency specializing in Mobile App Development, Web Design, Custom Software Development, E-Commerce Development, and UX/UI Design. We help businesses
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UndisclosedUndisclosed2 - 9Franklin, MA
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LogicTree, Inc. Is a small SEO agency located in Franklin, Massachusetts. The team provides Search Engine Optimization and Web Design.
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$25,000+$150 - $199 / hr50 - 249Providence, RI
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See all 2 projectsThe Mullings Group is a mobile app development company known for building comprehensive platforms and technology stacks. They have received positive feedback for their project management skills and responsiveness, with 100% of reviewers praising their swift resolution of performance issues. Their approach combines active listening and constructive pushback, fostering successful partnerships.
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$10,000+Undisclosed10 - 49Worcester, MA
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Geisel Software Inc is a software development firm. Located in Worcester, Massachusetts, the company was launched in 2011. Their team focuses on Custom Software Development and Web Development.
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UndisclosedUndisclosed250 - 999Nashua, NH
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Fubeus is a cloud consulting & SI company launched in 2013. The agency focuses on cloud consulting & SI and Web Development.
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$5,000+$25 - $49 / hr2 - 9Upton, MA
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Established in 2018, the website woker is a social media marketing firm. The small team focuses on Social Media Marketing and Search Engine Optimization.
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UndisclosedUndisclosed2 - 9Lawrence, MA
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Launched in 2016, Pro Marketing Center is a small application development firm. Their team focuses on Mobile App Development and Search Engine Optimization.
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$25,000+$150 - $199 / hr10 - 49Providence, RI
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Scandia is a Providence, Rhode Island-based user experience design company. Their services include UX/UI Design and Digital Strategy.
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UndisclosedUndisclosed50 - 249Nashua, NH
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Fablian Technologies is a midsize custom software development firm located in Nashua, New Hampshire. The team specializes in Custom Software Development and Mobile App Development.
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$10,000+$100 - $149 / hr2 - 9Worcester, MA
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Petricore, Inc., a software development firm, was launched in 2015. Headquartered in Worcester, Massachusetts, the team offers Custom Software Development and Graphic Design.
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$1,000+< $25 / hr10 - 49Newburyport, MA
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Headquartered in Newburyport, Massachusetts, O'Rourke Hospitality Marketing, LLC is a small Marketing Strategy company. The team specializes in Marketing Strategy and Mobile App Development.
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$1,000+$100 - $149 / hr2 - 9Providence, RI
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The Mega Agency, an Advertising company, was founded in 2019. The firm focuses on Advertising and Media Planning & Buying.
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UndisclosedUndisclosed50 - 249Providence, RI
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Midsize software development firm SQA Group, is headquartered in Providence, Rhode Island. Their services include Custom Software Development and Mobile App Development.
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$25,000+$50 - $99 / hr2 - 9Manchester, NH
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Founded in 2019, Matterialize is a mobile application development firm. The small team specializes in Mobile App Development and Custom Software Development.
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UndisclosedUndisclosed2 - 9Worcester, MA
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Comportz Technologies is a graphic design company. They specialize in Graphic Design and IT managed services and are in Worcester, Massachusetts.
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$1,000+< $25 / hr50 - 249Fall River, MA
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MADHYA AGENCY, a social media marketing firm, was founded in 2009. The team provides Social Media Marketing and Web Design.
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UndisclosedUndisclosed2 - 9Lincoln, RI
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Cryptoggy Enterprise is a New Delhi, India-based Cybersecurity company. They specialize in Cybersecurity and Web Development.
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UndisclosedUndisclosed2 - 9Providence, RI
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Work-Shop Design Studio is a software development company. Founded in 2013, the agency is based in Providence, Rhode Island. Their team provides Custom Software Development and UX/UI Design.
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UndisclosedUndisclosedFreelancerProvidence, RI
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Mythical Development, LLC is a website development company founded in 2018. The agency focuses on Web Development and Mobile App Development, and is small.
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List of the Top 15 Boston Mobile App Development Companies
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$1,000+$50 - $99 / hr10 - 49Boston, MA
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% Mobile App Development20% Other -
$25,000+$50 - $99 / hr10 - 49Boston, MA
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
65% Mobile App Development35% Other -
$10,000+$25 - $49 / hr250 - 999Boston, MA
Ability to deliver
36.1/40.016.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% Mobile App Development60% Other -
$250,000+$150 - $199 / hr250 - 999Boston, MA
Ability to deliver
35.3/40.015.8/20 Reviews9.5/10 Clients & Experience10/10 Market PresenceService focus
45% Mobile App Development55% Other -
$10,000+$150 - $199 / hr1,000 - 9,999Wakefield, MA
Ability to deliver
33.5/40.016.2/20 Reviews8.1/10 Clients & Experience9.2/10 Market PresenceService focus
20% Mobile App Development80% Other -
$100,000+$150 - $199 / hr1,000 - 9,999Boston, MA
Ability to deliver
33.1/40.015.8/20 Reviews8.3/10 Clients & Experience9/10 Market PresenceService focus
20% Mobile App Development80% Other -
Undisclosed$50 - $99 / hr1,000 - 9,999Boston, MA
Ability to deliver
37.7/40.020/20 Reviews7.9/10 Clients & Experience9.7/10 Market PresenceService focus
15% Mobile App Development85% Other -
$25,000+$150 - $199 / hr10 - 49Needham, MA
Ability to deliver
36.5/40.017/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
30% Mobile App Development70% Other -
$10,000+$50 - $99 / hr250 - 999Boston, MA
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
10% Mobile App Development90% Other -
$5,000+$100 - $149 / hr50 - 249Boston, MA
Ability to deliver
38.6/40.020/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
10% Mobile App Development90% Other -
$50,000+$50 - $99 / hr250 - 999Boston, MA
Ability to deliver
38.9/40.020/20 Reviews9.1/10 Clients & Experience9.8/10 Market PresenceService focus
10% Mobile App Development90% Other -
$50,000+$25 - $49 / hr250 - 999Framingham, MA
Ability to deliver
34.2/40.017.2/20 Reviews10/10 Clients & Experience7/10 Market PresenceService focus
20% Mobile App Development80% Other -
$25,000+$50 - $99 / hr50 - 249Boston, MA
Ability to deliver
36.1/40.017/20 Reviews10/10 Clients & Experience9.1/10 Market PresenceService focus
20% Mobile App Development80% Other -
$25,000+$150 - $199 / hr50 - 249Hingham, MA
Ability to deliver
33.3/40.016.6/20 Reviews10/10 Clients & Experience6.7/10 Market PresenceService focus
20% Mobile App Development80% Other -
$25,000+$150 - $199 / hr10 - 49Needham, MA
Ability to deliver
34.4/40.017.2/20 Reviews10/10 Clients & Experience7.2/10 Market PresenceService focus
20% Mobile App Development80% Other -
$100,000+$50 - $99 / hr250 - 999Newton, MA
Ability to deliver
37/40.017.2/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% Mobile App Development90% Other -
$25,000+$150 - $199 / hr50 - 249Cambridge, MA
Ability to deliver
27.4/40.016.2/20 Reviews5.4/10 Clients & Experience5.7/10 Market PresenceService focus
55% Mobile App Development45% Other -
$25,000+$50 - $99 / hr10 - 49Boston, MA
Ability to deliver
26.9/40.016.2/20 Reviews5.8/10 Clients & Experience4.9/10 Market PresenceService focus
50% Mobile App Development50% Other -
$5,000+$50 - $99 / hr50 - 249Boston, MA
Ability to deliver
27.3/40.016.4/20 Reviews5.6/10 Clients & Experience5.3/10 Market PresenceService focus
25% Mobile App Development75% Other -
$25,000+$50 - $99 / hr10 - 49Boston, MA
Ability to deliver
32.5/40.017/20 Reviews9.9/10 Clients & Experience5.6/10 Market PresenceService focus
20% Mobile App Development80% Other -
$10,000+$100 - $149 / hr10 - 49Boston, MA
Ability to deliver
35.5/40.016.8/20 Reviews10/10 Clients & Experience8.7/10 Market PresenceService focus
15% Mobile App Development85% Other -
$10,000+$25 - $49 / hr250 - 999Cambridge, MA
Ability to deliver
33.7/40.017.4/20 Reviews7.4/10 Clients & Experience8.9/10 Market PresenceService focus
10% Mobile App Development90% Other -
$100,000+$150 - $199 / hr10 - 49Arlington, MA
Ability to deliver
30/40.016.2/20 Reviews8/10 Clients & Experience5.8/10 Market PresenceService focus
10% Mobile App Development90% Other -
$50,000+$100 - $149 / hr10,000+Boston, MA
Ability to deliver
28.8/40.015.8/20 Reviews6/10 Clients & Experience7/10 Market PresenceService focus
15% Mobile App Development85% Other -
$25,000+$150 - $199 / hr2 - 9Boston, MA
Ability to deliver
30.9/40.016.2/20 Reviews8.1/10 Clients & Experience6.5/10 Market PresenceService focus
10% Mobile App Development90% Other -
$10,000+$25 - $49 / hr10 - 49Marblehead, MA
Ability to deliver
33.1/40.016.6/20 Reviews10/10 Clients & Experience6.5/10 Market PresenceService focus
15% Mobile App Development85% Other -
$10,000+$150 - $199 / hr10 - 49Winchester, MA
Ability to deliver
32.8/40.017.4/20 Reviews10/10 Clients & Experience5.4/10 Market PresenceService focus
15% Mobile App Development85% Other -
$10,000+$25 - $49 / hr10 - 49Boston, MA
Ability to deliver
25.3/40.016.2/20 Reviews3.8/10 Clients & Experience5.3/10 Market PresenceService focus
20% Mobile App Development80% Other -
$5,000+$100 - $149 / hr10 - 49Boston, MA
Ability to deliver
30.5/40.015.6/20 Reviews8.4/10 Clients & Experience6.5/10 Market PresenceService focus
20% Mobile App Development80% Other -
$5,000+$150 - $199 / hr10 - 49Salem, MA
Ability to deliver
25/40.016.4/20 Reviews3.5/10 Clients & Experience5.2/10 Market PresenceService focus
20% Mobile App Development80% Other
Latest Mobile App Development Articles
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Mobile Apps vs. Web Apps vs. Websites: What Does Your Business Need?
Should you build a mobile app, web app, or website? Learn the key differences, costs, and use cases to choose the right platform for your product and users.
Boston Mobile App Developer FAQs
Boston-based app developers offer more than code—they bring proximity to MIT, Harvard, and one of the nation’s largest venture-capital ecosystems. These dedicated local agencies tap academic R&D, attend TechCrunch Boston, and understand regional regulations (think HIPAA for healthcare or MassTech cybersecurity standards). For a company targeting the New England market, a Boston partner can quickly schedule in-person strategy sprints and on-site user testing, trimming weeks from your timeline.
Expect higher rates than national averages due to Boston’s cost of living and senior-level talent supply. Based on latest Clutch pricing data, budgets range:
• Hourly: $150 – $200 for mid-sized agencies; $90 – $140 for boutique studios
• Fixed-price MVPs: $40,000 – $80,000
• Complex, multi-platform builds: $150,000 – $500,000+
Many firms offer discovery workshops ($5,000 – $15,000) to scope features and reduce downstream costs. Remember to request a detailed quote for your project and review it thoroughly before signing any contract with service providers.
• Healthcare and MedTech (HIPAA-compliant apps)
• Fintech and Insurtech
• EdTech driven by local universities
• Robotics and IoT (thanks to the Route 128 hardware cluster)
• Sports and Entertainment, including partnerships with Boston’s pro teams
Boston is known for its growth-driven and dynamic economy, so it’s common to see teams that focus on specific niches and firms that work with a broad range of clients.
- Match expertise to your tech stack—Swift, Kotlin, React Native, or Flutter.
- Review Clutch case studies for projects in your industry and of similar scope.
- Request developer résumés; many Boston teams feature grads from MIT or Northeastern.
- Evaluate communication cadence—weekly stand-ups, Jira reporting, and milestone demos.
- Compare cultural fit: some studios thrive on agile pivots for startups, others excel in regulated enterprise environments.
Clutch can help you navigate the market and make an informed agency choice. Take time to go through our expensive directories and thought leader resources to guide your search for the right team.
• Vague estimates without a written scope or discovery phase
• No references from Massachusetts-based clients
• Reluctance to sign NDAs or comply with local data-privacy laws
• Limited QA process—ask about device labs and automated test coverage
• Senior talent absent from day-to-day project meetings
Don’t make the mistake of ignoring red flags. It’s crucial to identify, address, and even avoid these warning signs as early as possible to spare yourself from headaches in the future.