InData Labs vs LeewayHertz: full comparison for 2026
Quick verdict
InData Labs (4.1/5) edges ahead of LeewayHertz (4.1/5) overall. InData Labs is the better choice for teams needing data science depth before an AI build. LeewayHertz is the stronger option for buyers wanting broad AI service coverage in one agency. The right choice depends on your project size, budget, and required tech stack.
InData Labs vs LeewayHertz: head-to-head summary
| Criterion | InData Labs | LeewayHertz |
|---|---|---|
| Founded | 2014 | 2007 |
| HQ | Limassol, Cyprus | San Francisco, United States |
| Team size | 51-200 | 150-300 |
| Rating | 4.1 / 5 | 4.1 / 5 |
| Primary differentiator | Data-science-first heritage predating the generative AI branding wave | 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, scikit-learn, TensorFlow | Python, PyTorch, OpenAI API |
| Industries served | Retail & e-commerce, Gaming, Fintech, Healthcare | Financial services, Healthcare, Retail & e-commerce, Manufacturing |
InData Labs vs LeewayHertz: overview
InData Labs
InData Labs was founded in 2014 by gaming-industry veteran Marat Karpeko and is headquartered in Cyprus, with additional offices reported in Lithuania and the US. Staff estimates swing between roughly 65 and 200 across sources, common for agencies blending core employees with project contractors. Its practice centers on data science, predictive analytics, natural language processing, computer vision, and large-scale data analytics, positioning it closer to a data-first consultancy than a generative-AI-branded agency.
LeewayHertz
LeewayHertz has operated from San Francisco since 2007, though its ownership changed in September 2024 when The Hackett Group acquired the company. That's relevant to anyone evaluating long-term strategic direction, since the agency now answers to a larger consulting parent. Public employee counts have also shifted, from roughly 300 in earlier reporting to about 182 by mid-2026, worth confirming directly given the volume of content marketing the agency publishes relative to its actual team size.
Services and capabilities: InData Labs vs LeewayHertz
| Capability | InData Labs | LeewayHertz |
|---|---|---|
| Generative AI | ✗ | ✓ |
| Machine learning | ✓ | ✓ |
| AI agents | ✗ | ✓ |
| MLOps | ✗ | ✗ |
| AI consulting | ✗ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: InData Labs vs LeewayHertz
| Framework / platform | InData Labs | LeewayHertz |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | N/A | ✓ |
| TensorFlow | ✓ | N/A |
| LangChain | N/A | ✓ |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Kubernetes | N/A | N/A |
Pricing comparison: InData Labs vs LeewayHertz
| Criterion | InData Labs | 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: InData Labs vs LeewayHertz
| Dimension | InData Labs | LeewayHertz |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Retail & e-commerce, Gaming, Fintech | Financial services, Healthcare, Retail & e-commerce |
| Best use cases | Building predictive models from an existing data warehouse or event stream., Adding computer vision to a product that already produces image or video data. | Consolidating several 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 |
InData Labs vs LeewayHertz: pros and cons
| InData Labs | |
|---|---|
| + | Founder's gaming background brings real-time data processing experience to computer vision work. |
| + | Cyprus headquarters (EU-based) can simplify GDPR-aligned handling for European clients. |
| + | Predictive analytics and NLP expertise predates the current generative AI wave. |
| + | More than a decade of track record in a narrower, more defensible specialty. |
| - | Reported team size varies close to 3x across public sources |
| - | Less generative AI and LLM-specific public case work than agencies built specifically around that |
| 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 InData Labs?
A typical fit: building predictive models from an existing data warehouse or event stream.
Data-science-first heritage predating the generative AI branding wave. Minimum engagement is not publicly disclosed. Works best with clients in Retail & e-commerce, Gaming, Fintech, Healthcare.
Who should choose LeewayHertz?
A typical fit: consolidating several 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: InData Labs vs LeewayHertz
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | InData Labs |
| You need a large dedicated team for an ongoing programme | InData Labs |
| Your budget is at the lower end | Compare: InData Labs (Not disclosed) vs LeewayHertz (Not disclosed) |
| You need specialist depth in a specific vertical | InData Labs |
| 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: InData Labs vs LeewayHertz
| Use case | InData Labs fit | LeewayHertz fit | Winner |
|---|---|---|---|
| Building predictive models from an existing data warehouse or event stream. | Strong | Limited | InData Labs |
| Adding computer vision to a product that already produces image or video data. | Strong | Limited | InData Labs |
| Consolidating several 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: InData Labs vs LeewayHertz
InData Labs (4.1/5) is the stronger overall choice for most AI Development projects. Data-science-first heritage predating the generative AI branding wave.
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.
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InData Labs vs LeewayHertz FAQ
Is InData Labs better than LeewayHertz?
InData Labs (4.1/5) scores higher overall, but "better" depends on your use case. InData Labs's strongest advantage: Founder's gaming background brings real-time data processing experience to computer vision work. LeewayHertz's strongest advantage: broad coverage across generative AI, machine learning, and AI agents under one agency.
How do InData Labs and LeewayHertz differ in pricing?
InData Labs 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: InData Labs 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 agency before shortlisting.
What are the main differences between InData Labs and LeewayHertz?
InData Labs's primary differentiator is: data-science-first heritage predating the generative AI branding wave. 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 (Retail & e-commerce, Gaming vs Financial services, Healthcare).
Verify all details directly with each agency before making a decision.