Markovate vs LeewayHertz: full comparison for 2026
Quick verdict
Markovate (4.5/5) edges ahead of LeewayHertz (4.1/5) overall. Markovate is the better choice for founders wanting a generative AI-only product partner. LeewayHertz is the stronger option for buyers wanting broad generative AI service coverage in one agency. 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 | 4.5 / 5 | 4.1 / 5 |
| Primary differentiator | AI-exclusive focus dating to 2015, ahead of the current generative AI cycle | 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, OpenAI API, PyTorch |
| Industries served | Fintech, Healthcare, Retail & e-commerce, Logistics | Financial services, Healthcare, Retail & e-commerce, Manufacturing |
Markovate vs LeewayHertz: overview
Markovate
Markovate has run as an AI-only agency out of San Francisco since 2015, with a team in the 51-200 range under co-founder Rajeev Sharma. Its decade of case studies has stayed centered on generative AI and machine learning product work specifically, predating the current wave of firms rebranding around large language models. That narrow focus trades breadth for depth: clients get a generative AI specialist, not a full-service development partner handling every kind of project.
LeewayHertz
LeewayHertz has operated from San Francisco since 2007, though ownership changed in September 2024 when The Hackett Group acquired the company. That's relevant to anyone evaluating long-term direction, since the agency now answers to a larger consulting parent. Employee counts have also shifted, from roughly 300 in earlier reporting to about 182 by mid-2026, worth confirming directly given the volume of generative AI content marketing the agency 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 | ✓ | ✓ |
| OpenAI API | ✓ | ✓ |
| PyTorch | ✓ | ✓ |
| 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 concept into a shipped product with a small, senior team., Getting a fast generative AI prototype built before deciding on an in-house hire. | Consolidating several generative AI workstreams under one vendor relationship., Working with an agency 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 predates most competitors' generative AI pivot. |
| + | Based in San Francisco, close to the model providers it integrates most often. |
| + | Willing to take direct founder calls rather than routing through account management layers. |
| + | Case studies describe shipped generative AI products rather than proof-of-concept demos. |
| - | Team size limits how many large concurrent engagements the agency can realistically run |
| - | No published minimum engagement figure to budget against upfront |
| LeewayHertz | |
|---|---|
| + | Broad coverage across generative AI, machine learning, and AI agents under one agency. |
| + | 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 content makes its approach easy to evaluate before hiring. |
| - | Now owned by The Hackett Group as of 2024, which may shift long-term positioning |
| - | Reported headcount has roughly halved across recent public data, worth confirming directly |
Who should choose Markovate?
A typical fit: turning a generative AI concept into a shipped product with a small, senior team.
AI-exclusive focus dating to 2015, ahead of the current generative AI cycle. 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 generative AI workstreams under one 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 concept into a shipped product with a small, senior team. | Strong | Limited | Markovate |
| Getting a fast generative AI prototype built before deciding on an in-house hire. | Strong | Strong | Both equally |
| Consolidating several generative AI workstreams under one vendor relationship. | Limited | Strong | LeewayHertz |
| Working with an agency backed by a larger consulting parent for enterprise credibility. | Limited | Strong | LeewayHertz |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Markovate vs LeewayHertz
Markovate (4.5/5) is the stronger overall choice for most Generative AI Development projects. AI-exclusive focus dating to 2015, ahead of the current generative AI cycle.
LeewayHertz (4.1/5) is worth a look if you need working with an agency 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 (4.5/5) scores higher overall, but "better" depends on your use case. Markovate's strongest advantage: ten years of AI-only positioning predates most competitors' generative AI pivot. LeewayHertz's strongest advantage: broad coverage across generative AI, machine learning, and AI agents under one agency.
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 company before shortlisting.
What are the main differences between Markovate and LeewayHertz?
Markovate's primary differentiator is: AI-exclusive focus dating to 2015, ahead of the current generative AI cycle. 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 company before making a decision.