Markovate vs LeewayHertz: full comparison for 2026
Quick verdict
Markovate (4.6/5) edges ahead of LeewayHertz (4.1/5) overall. Markovate is the better choice for founders wanting an AI-only product partner. LeewayHertz is the stronger option for buyers wanting broad AI service coverage in one vendor. The right choice depends on your project size, budget, and required tech stack.
Markovate vs LeewayHertz: head-to-head summary
| Criterion | Markovate | LeewayHertz |
|---|---|---|
| Founded | 2015 | 2007 |
| HQ | San Francisco, United States | San Francisco, United States |
| Team size | 51-200 | 150-300 |
| Rating | 4.6 / 5 | 4.1 / 5 |
| Primary differentiator | AI-exclusive focus since 2015, predating the current generative AI surge | Backed by The Hackett Group's consulting network following its 2024 acquisition |
| Pricing model | Fixed project or dedicated team | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, PyTorch, OpenAI API | Python, PyTorch, OpenAI API |
| Industries served | Fintech, Healthcare, Retail & e-commerce, Logistics | Financial services, Healthcare, Retail & e-commerce, Manufacturing |
Markovate vs LeewayHertz: overview
Markovate
Markovate has stayed narrowly focused on AI and machine learning product work since founding in 2015, running a team in the 51-200 range out of San Francisco. Co-founder Rajeev Sharma built the firm around shipping AI products end to end rather than staffing generic development teams, which shows in how consistently its case studies center on generative AI and applied ML rather than a broader software portfolio. That narrowness is a trade-off: less flexibility for non-AI work, more depth on the thing it actually does.
LeewayHertz
LeewayHertz has operated out of San Francisco since 2007, though its ownership structure changed in September 2024 when The Hackett Group acquired the company. That acquisition matters for anyone evaluating long-term strategic direction, since it now answers to a larger consulting parent rather than operating fully independently. Public employee figures have also moved in different directions across sources and time, from around 300 in earlier reporting down to roughly 182 by mid-2026, worth checking directly given how much content marketing the firm publishes relative to its actual team size.
Services and capabilities: Markovate vs LeewayHertz
| Capability | Markovate | LeewayHertz |
|---|---|---|
| Generative AI | ✓ | ✓ |
| Machine learning | ✓ | ✓ |
| AI agents | ✓ | ✓ |
| MLOps | ✗ | ✗ |
| AI consulting | ✗ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Markovate vs LeewayHertz
| Framework / platform | Markovate | LeewayHertz |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | ✓ | ✓ |
| TensorFlow | N/A | N/A |
| LangChain | ✓ | ✓ |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Kubernetes | N/A | N/A |
Pricing comparison: Markovate vs LeewayHertz
| Criterion | Markovate | LeewayHertz |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Markovate vs LeewayHertz
| Dimension | Markovate | LeewayHertz |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Fintech, Healthcare, Retail & e-commerce | Financial services, Healthcare, Retail & e-commerce |
| Best use cases | Turning a generative AI idea into a working product with a small, senior team., Getting a fast prototype built before deciding whether to hire in-house AI engineers. | Consolidating several AI workstreams under a single vendor relationship., Working with a firm now backed by a larger consulting parent for enterprise credibility. |
| Typical project type | Fixed project | Fixed project |
Markovate vs LeewayHertz: pros and cons
| Markovate | |
|---|---|
| + | Ten years of AI-only positioning, well before generative AI became the default pitch for every dev firm. |
| + | San Francisco location keeps the team close to the model providers it works with most. |
| + | Comfortable taking founder calls directly rather than routing everything through account management. |
| + | Case studies describe shipped products, not proof-of-concept demos. |
| - | Team size is small relative to the enterprise generalists on this list, which limits very large concurrent programs |
| - | No public minimum engagement figure to plan a budget against upfront |
| LeewayHertz | |
|---|---|
| + | Broad service coverage spanning generative AI, machine learning, and AI agents under one roof. |
| + | The Hackett Group acquisition adds access to a larger consulting and benchmarking network. |
| + | Close to two decades of operating history predating the current AI boom. |
| + | High volume of published technical writing makes its methodology easy to evaluate before hiring. |
| - | Now owned by The Hackett Group as of 2024, which may shift its long-term positioning |
| - | Reported headcount has fallen by roughly half across recent public data, worth confirming directly |
Who should choose Markovate?
A typical fit: turning a generative AI idea into a working product with a small, senior team.
AI-exclusive focus since 2015, predating the current generative AI surge. Minimum engagement is not publicly disclosed. Works best with clients in Fintech, Healthcare, Retail & e-commerce, Logistics.
Who should choose LeewayHertz?
A typical fit: consolidating several AI workstreams under a single vendor relationship.
Backed by The Hackett Group's consulting network following its 2024 acquisition. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Healthcare, Retail & e-commerce, Manufacturing.
Decision matrix: Markovate vs LeewayHertz
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Markovate |
| You need a large dedicated team for an ongoing programme | Markovate |
| Your budget is at the lower end | Compare: Markovate (Not disclosed) vs LeewayHertz (Not disclosed) |
| You need specialist depth in a specific vertical | Markovate |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Both may offer discovery engagements |
Use case fit: Markovate vs LeewayHertz
| Use case | Markovate fit | LeewayHertz fit | Winner |
|---|---|---|---|
| Turning a generative AI idea into a working product with a small, senior team. | Strong | Limited | Markovate |
| Getting a fast prototype built before deciding whether to hire in-house AI engineers. | Strong | Strong | Both equally |
| Consolidating several AI workstreams under a single vendor relationship. | Limited | Strong | LeewayHertz |
| Working with a firm now backed by a larger consulting parent for enterprise credibility. | Strong | Strong | Both equally |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Markovate vs LeewayHertz
Markovate (4.6/5) is the stronger overall choice for most AI Development projects. AI-exclusive focus since 2015, predating the current generative AI surge.
LeewayHertz (4.1/5) is worth a look if you need working with a firm now backed by a larger consulting parent for enterprise credibility. If your situation matches that, LeewayHertz is a competitive option.
Related comparisons
Markovate vs LeewayHertz FAQ
Is Markovate better than LeewayHertz?
Markovate (4.6/5) scores higher overall, but "better" depends on your use case. Markovate's strongest advantage: ten years of AI-only positioning, well before generative AI became the default pitch for every dev firm. LeewayHertz's strongest advantage: broad service coverage spanning generative AI, machine learning, and AI agents under one roof.
How do Markovate and LeewayHertz differ in pricing?
Markovate uses fixed project or dedicated team pricing. LeewayHertz uses fixed project or dedicated team pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Markovate or LeewayHertz?
LeewayHertz is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each firm before shortlisting.
What are the main differences between Markovate and LeewayHertz?
Markovate's primary differentiator is: AI-exclusive focus since 2015, predating the current generative AI surge. LeewayHertz's primary differentiator is: backed by The Hackett Group's consulting network following its 2024 acquisition. They also differ in team size (51-200 vs 150-300), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Fintech, Healthcare vs Financial services, Healthcare).
Verify all details directly with each firm before making a decision.