Best ML Development Services

MobiDev vs Konstant Infosolutions: full comparison for 2026

Last updated: July 2026

Quick verdict

MobiDev (4.3/5) edges ahead of Konstant Infosolutions (3.9/5) overall. MobiDev is the better choice for uS and EU companies that want an ML vendor with a dedicated 2018-founded AI practice inside a larger, established engineering firm.. Konstant Infosolutions is the stronger option for companies needing AI/ML features added to a mobile or web product from an established, high-review-volume vendor.. The right choice depends on your project size, budget, and required tech stack.

MobiDev vs Konstant Infosolutions: head-to-head summary

Criterion MobiDev Konstant Infosolutions
Founded 2009 2003
HQ Atlanta, Georgia, United States Jaipur, India
Team size 201–500 180+
Rating 4.3 / 5 3.9 / 5
Best for US and EU companies that want an ML vendor with a dedicated 2018-founded AI practice inside a larger, established engineering firm. Companies needing AI/ML features added to a mobile or web product from an established, high-review-volume vendor.
Pricing model Time & materials, dedicated team Project-based, dedicated team
Min. engagement Not published Not published
Primary tech stack TensorFlow, PyTorch, OpenCV TensorFlow, OpenCV, Python
Industries served Healthcare, Retail & E-commerce, FinTech, Manufacturing Retail & E-commerce, Healthcare, FinTech, Education

MobiDev vs Konstant Infosolutions: overview

MobiDev

MobiDev was founded in 2009 and is headquartered in Atlanta, Georgia, with R&D centers in Lodz, Poland and Chernivtsi, Ukraine staffing roughly 400 engineers. The company extended into dedicated AI consulting and engineering in 2018 and was recognized by Clutch as the #1 Machine Learning development company in 2021. Employee-count sources vary — Clutch cites around 150, while company materials cite 400+ — so prospective clients should confirm current team size for their specific engagement.

Konstant Infosolutions

Konstant Infosolutions was founded in 2003 and has grown from a two-person operation to roughly 180 tech experts, with offices in the United States and UAE serving clients across Canada, the UK, Saudi Arabia, and other regions. The firm's AI/ML offerings include product design and development, AI consultancy, integrations, and strategy planning, spanning AI/ML, generative AI, AI chatbots, computer vision, and predictive analytics, and it holds more than 175 reviews on Clutch. Its core identity as a mobile/web app development company means AI/ML is a newer, extended capability rather than a founding specialty.

Services and capabilities: MobiDev vs Konstant Infosolutions

Capability MobiDev Konstant Infosolutions
Custom ML Models
Computer Vision
NLP
MLOps
Generative AI
AI Consulting

Tech stack comparison: MobiDev vs Konstant Infosolutions

Framework / platform MobiDev Konstant Infosolutions
TensorFlow
PyTorch N/A
AWS
Azure N/A
Google Cloud N/A N/A
LangChain N/A N/A
Hugging Face N/A N/A
Kubernetes N/A N/A

Pricing comparison: MobiDev vs Konstant Infosolutions

Criterion MobiDev Konstant Infosolutions
Minimum engagement Not published Not published
Engagement models Dedicated team, Time & materials, Fixed project Project-based, Dedicated team, Fixed project
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: MobiDev vs Konstant Infosolutions

Dimension MobiDev Konstant Infosolutions
Best company size Startup to mid-market Startup to mid-market
Best industries Healthcare, Retail & E-commerce, FinTech Retail & E-commerce, Healthcare, FinTech
Best use cases Healthcare or retail company wants a Clutch-recognized top ML vendor for a computer vision or NLP project., Company needs geographic delivery redundancy across two R&D centers (Poland, Ukraine). Company wants AI/ML features (chatbot, computer vision, predictive analytics) added to an existing mobile or web product., Team wants a vendor with a very large Clutch review sample size for procurement due diligence.
Typical project type Dedicated team Project-based

MobiDev vs Konstant Infosolutions: pros and cons

MobiDev
+ Clutch's #1 Machine Learning development company ranking in 2021 is a third-party, verifiable recognition rather than self-reported.
+ Dedicated AI consulting/engineering practice since 2018, not a general software shop retrofitting AI onto its offering.
+ Dual R&D centers in Poland and Ukraine provide geographic delivery redundancy.
+ 15+ years of company history (since 2009) predates the current AI hiring boom, indicating organic rather than opportunistic AI growth.
- Employee-count sources conflict meaningfully (150 on Clutch vs. 400+ on company materials) — confirm current AI-team headcount directly before contracting.
- US headquarters is primarily a commercial front office; delivery is centered in Poland/Ukraine, which is standard for the model but worth knowing upfront.
Konstant Infosolutions
+ 175+ Clutch reviews is one of the highest client-review volumes in this list, offering a large sample size for due diligence.
+ 23 years of company history (since 2003) with demonstrated growth from a two-person startup to a 180+ person firm.
+ 2,500+ clients served indicates broad market traction beyond a handful of flagship case studies.
+ Covers a useful AI sub-specialty spread (chatbots, computer vision, predictive analytics) for product-embedded AI needs.
- Company's primary identity and longest track record is in mobile/web app development, with AI/ML as an extended, newer service line.
- 180-person team spans multiple service lines (mobile, web, AI), so ML-specific bench depth is smaller than total headcount implies.

Who should choose MobiDev?

MobiDev is the right choice for uS and EU companies that want an ML vendor with a dedicated 2018-founded AI practice inside a larger, established engineering firm..

Clutch's #1-ranked Machine Learning development company (2021), with a dedicated AI practice since 2018.. Minimum engagement starts at Not published. Works best with clients in Healthcare, Retail & E-commerce, FinTech, Manufacturing.

Who should choose Konstant Infosolutions?

Konstant Infosolutions is the right choice for companies needing AI/ML features added to a mobile or web product from an established, high-review-volume vendor..

175+ Clutch reviews — one of the highest review volumes in this list — from a 23-year mobile/web development track record.. Minimum engagement starts at Not published. Works best with clients in Retail & E-commerce, Healthcare, FinTech, Education.

Decision matrix: MobiDev vs Konstant Infosolutions

Your situation Recommended choice
You need full-ownership delivery on a defined project scope MobiDev
You need a large dedicated team for an ongoing programme MobiDev
Your budget is at the lower end Compare: MobiDev (Not published) vs Konstant Infosolutions (Not published)
You need specialist depth in a specific vertical MobiDev
You need production MLOps support after model launch MobiDev
You need consulting before committing to a build Both may offer discovery engagements

Use case fit: MobiDev vs Konstant Infosolutions

Use case MobiDev fit Konstant Infosolutions fit Winner
Healthcare or retail company wants a Clutch-recognized top ML vendor for a computer vision or NLP project. Strong Limited MobiDev
Company needs geographic delivery redundancy across two R&D centers (Poland, Ukraine). Strong Strong Both equally
Company wants AI/ML features (chatbot, computer vision, predictive analytics) added to an existing mobile or web product. Strong Strong Both equally
Team wants a vendor with a very large Clutch review sample size for procurement due diligence. Strong Strong Both equally
Fixed-scope ML build Limited Limited Both equally
Ongoing model retraining Limited Limited Both equally

Verdict: MobiDev vs Konstant Infosolutions

MobiDev (4.3/5) is the stronger overall choice for most Machine Learning Development projects. Clutch's #1-ranked Machine Learning development company (2021), with a dedicated AI practice since 2018.. It is best for uS and EU companies that want an ML vendor with a dedicated 2018-founded AI practice inside a larger, established engineering firm..

Konstant Infosolutions (3.9/5) is the better choice when companies needing AI/ML features added to a mobile or web product from an established, high-review-volume vendor.. If your situation matches those criteria, Konstant Infosolutions is a competitive option.

Related comparisons

MobiDev vs Konstant Infosolutions FAQ

Is MobiDev better than Konstant Infosolutions?

MobiDev (4.3/5) scores higher overall, but "better" depends on your use case. MobiDev is better for uS and EU companies that want an ML vendor with a dedicated 2018-founded AI practice inside a larger, established engineering firm.. Konstant Infosolutions is better for companies needing AI/ML features added to a mobile or web product from an established, high-review-volume vendor..

How do MobiDev and Konstant Infosolutions differ in pricing?

MobiDev uses time & materials, dedicated team pricing with a minimum engagement of Not published. Konstant Infosolutions uses project-based, dedicated team pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: MobiDev or Konstant Infosolutions?

MobiDev is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.

What are the main differences between MobiDev and Konstant Infosolutions?

MobiDev's primary differentiator is: clutch's #1-ranked machine learning development company (2021), with a dedicated ai practice since 2018.. Konstant Infosolutions's primary differentiator is: 175+ clutch reviews — one of the highest review volumes in this list — from a 23-year mobile/web development track record.. They also differ in team size (201–500 vs 180+), minimum engagement (Not published vs Not published), and primary industries served (Healthcare, Retail & E-commerce vs Retail & E-commerce, Healthcare).

Last reviewed: July 2026. Verify all details directly with each company before making a decision.