LeewayHertz vs Oxagile: full comparison for 2026
Last updated: July 2026
Quick verdict
LeewayHertz (4.6/5) edges ahead of Oxagile (3.8/5) overall. LeewayHertz is the better choice for enterprises seeking end-to-end AI/ML product delivery with a proven Fortune 500 client base and strong US presence. Oxagile is the stronger option for media, AdTech, and sports companies needing ML with deep video processing and computer vision integration backed by 20+ years of video technology expertise. The right choice depends on your project size, budget, and required tech stack.
LeewayHertz vs Oxagile: head-to-head summary
| Criterion | LeewayHertz | Oxagile |
|---|---|---|
| Founded | 2007 | 2005 |
| HQ | San Francisco, CA, USA | New York, NY, USA |
| Team size | 182–300 | 250–500 |
| Rating | 4.6 / 5 | 3.8 / 5 |
| Best for | Enterprises seeking end-to-end AI/ML product delivery with a proven Fortune 500 client base and strong US presence | Media, AdTech, and sports companies needing ML with deep video processing and computer vision integration backed by 20+ years of video technology expertise |
| Pricing model | Fixed project, T&M, Dedicated team | Fixed project, T&M, Dedicated team |
| Min. engagement | $30K | $25K |
| Primary tech stack | TensorFlow, PyTorch, OpenAI GPT | TensorFlow, PyTorch, OpenCV |
| Industries served | fintech, healthcare, retail, logistics, media | media, advertising, retail, sports, healthcare |
LeewayHertz vs Oxagile: overview
LeewayHertz
LeewayHertz is an AI and machine learning development company founded in 2007 and headquartered in San Francisco, California. The company employs approximately 182–300 professionals and has built a strong delivery track record with enterprise clients including ESPN, Siemens, and 3M. In September 2024, LeewayHertz was acquired by The Hackett Group, a business and technology management consulting firm. The acquisition may affect the company's autonomy and ML-specialist focus over time (per company website; independently unverifiable).
Oxagile
Oxagile is a custom software development vendor founded in 2005 and headquartered in New York, with delivery centers in Eastern Europe. The company has 20+ years of video domain expertise and has applied machine learning to video understanding, visual search, and real-time video analytics for clients in media, advertising, sports, and retail. Oxagile's ML practice is particularly strong in use cases where video processing is the core data source.
Services and capabilities: LeewayHertz vs Oxagile
| Capability | LeewayHertz | Oxagile |
|---|---|---|
| Custom ML development | ✓ | ✓ |
| ML consulting | ✓ | ✓ |
| Deep learning | ✗ | ✓ |
| NLP | ✓ | ✗ |
| Computer vision | ✗ | ✓ |
| MLOps | ✗ | ✗ |
| Predictive analytics | ✓ | ✗ |
| Generative AI | ✓ | ✗ |
| Data engineering | ✓ | ✓ |
| Staff augmentation | ✗ | ✗ |
Tech stack comparison: LeewayHertz vs Oxagile
| Framework / platform | LeewayHertz | Oxagile |
|---|---|---|
| TensorFlow | ✓ | ✓ |
| PyTorch | ✓ | ✓ |
| Scikit-Learn | N/A | N/A |
| LangChain | ✓ | N/A |
| AWS SageMaker | ✓ | N/A |
| Azure ML | ✓ | N/A |
| GCP Vertex AI | ✓ | N/A |
| Kubernetes | ✓ | ✓ |
| Apache Spark | N/A | N/A |
| MLflow | N/A | N/A |
Pricing comparison: LeewayHertz vs Oxagile
| Criterion | LeewayHertz | Oxagile |
|---|---|---|
| Minimum engagement | $30K | $25K |
| Engagement models | Fixed project, T&M, Dedicated team | Fixed project, T&M, Dedicated team |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: LeewayHertz vs Oxagile
| Dimension | LeewayHertz | Oxagile |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | fintech, healthcare, retail | media, advertising, retail |
| Best use cases | Enterprise AI product development from strategy through production deployment, Custom LLM integration and AI agent development for Fortune 500 workflows | Video content analysis ML for content moderation, tagging, or recommendation, Computer vision model development for sports performance analysis |
| Typical project type | Fixed project | Fixed project |
LeewayHertz vs Oxagile: pros and cons
| LeewayHertz | |
|---|---|
| + | Confirmed enterprise client references including ESPN, Siemens, and 3M validate production ML delivery |
| + | Strong generative AI and LLM capability alongside classical ML engineering |
| + | US-based client-facing team with technical delivery across time zones |
| + | Product-centric engineering approach — ships complete systems, not just models |
| + | Broad ML coverage from predictive analytics to NLP and AI agent frameworks |
| - | Acquired by The Hackett Group in September 2024 — future strategic direction and ML focus may change |
| - | Mid-size team limits parallel capacity for very large enterprise programmes |
| - | Minimum engagement higher than boutique-tier alternatives |
| Oxagile | |
|---|---|
| + | 20+ years of video technology expertise is a genuinely rare differentiator in the ML market |
| + | NVIDIA CUDA expertise for GPU-accelerated video ML inference at production scale |
| + | AdTech ML specialization for audience targeting and real-time bidding optimization models |
| + | WebRTC and live video stream processing capability alongside batch video analysis |
| + | Eastern European delivery with New York client-facing presence |
| - | Video-first specialization means less breadth for non-video ML use cases |
| - | Less generative AI LLM tooling depth compared to AI-first firms |
| - | Limited public case studies outside media, AdTech, and sports verticals |
Who should choose LeewayHertz?
LeewayHertz is the right choice for enterprises seeking end-to-end AI/ML product delivery with a proven Fortune 500 client base and strong US presence.
Product-centric AI delivery culture with verified Fortune 500 client references including ESPN, Siemens, and 3M — now operating within The Hackett Group. Minimum engagement starts at $30K. Works best with clients in fintech, healthcare, retail, logistics, media.
Who should choose Oxagile?
Oxagile is the right choice for media, AdTech, and sports companies needing ML with deep video processing and computer vision integration backed by 20+ years of video technology expertise.
20+ years of video domain expertise uniquely positions Oxagile for ML use cases involving video understanding, visual search, and real-time video analytics. Minimum engagement starts at $25K. Works best with clients in media, advertising, retail, sports, healthcare.
Decision matrix: LeewayHertz vs Oxagile
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | LeewayHertz |
| You need a large dedicated team for an ongoing programme | LeewayHertz |
| Your budget is at the lower end | Oxagile |
| You need specialist depth in a specific vertical | LeewayHertz |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | LeewayHertz |
Use case fit: LeewayHertz vs Oxagile
| Use case | LeewayHertz fit | Oxagile fit | Winner |
|---|---|---|---|
| Enterprise AI product development from strategy through production deployment | Strong | Limited | LeewayHertz |
| Custom LLM integration and AI agent development for Fortune 500 workflows | Strong | Limited | LeewayHertz |
| Video content analysis ML for content moderation, tagging, or recommendation | Limited | Strong | Oxagile |
| Computer vision model development for sports performance analysis | Limited | Strong | Oxagile |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: LeewayHertz vs Oxagile
LeewayHertz (4.6/5) is the stronger overall choice for most Machine Learning Development projects. Product-centric AI delivery culture with verified Fortune 500 client references including ESPN, Siemens, and 3M — now operating within The Hackett Group. It is best for enterprises seeking end-to-end AI/ML product delivery with a proven Fortune 500 client base and strong US presence.
Oxagile (3.8/5) is the better choice when media, AdTech, and sports companies needing ML with deep video processing and computer vision integration backed by 20+ years of video technology expertise. If your situation matches those criteria, Oxagile is a competitive option.
Related comparisons
LeewayHertz vs Oxagile FAQ
Is LeewayHertz better than Oxagile?
LeewayHertz (4.6/5) scores higher overall, but "better" depends on your use case. LeewayHertz is better for enterprises seeking end-to-end AI/ML product delivery with a proven Fortune 500 client base and strong US presence. Oxagile is better for media, AdTech, and sports companies needing ML with deep video processing and computer vision integration backed by 20+ years of video technology expertise.
How do LeewayHertz and Oxagile differ in pricing?
LeewayHertz uses fixed project, t&m, dedicated team pricing with a minimum engagement of $30K. Oxagile uses fixed project, t&m, dedicated team pricing with a minimum engagement of $25K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: LeewayHertz or Oxagile?
Oxagile 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 LeewayHertz and Oxagile?
LeewayHertz's primary differentiator is: product-centric ai delivery culture with verified fortune 500 client references including espn, siemens, and 3m — now operating within the hackett group. Oxagile's primary differentiator is: 20+ years of video domain expertise uniquely positions oxagile for ml use cases involving video understanding, visual search, and real-time video analytics. They also differ in team size (182–300 vs 250–500), minimum engagement ($30K vs $25K), and primary industries served (fintech, healthcare vs media, advertising).
Last reviewed: July 2026. Verify all details directly with each company before making a decision.