Best Machine Learning Agencies

LeewayHertz vs Oxagile: full comparison for 2026

Last updated: July 2026

Quick verdict

LeewayHertz (4.1/5) edges ahead of Oxagile (4.0/5) overall. LeewayHertz is the better choice for e-commerce, logistics, and financial services teams needing AI development with access to The Hackett Group's strategic advisory network. Oxagile is the stronger option for media, healthcare, and manufacturing enterprises needing production computer vision or video AI systems. 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 Minsk, Belarus / Warsaw, Poland
Team size 200–400 400+
Rating 4.1 / 5 4.0 / 5
Best for E-commerce, logistics, and financial services teams needing AI development with access to The Hackett Group's strategic advisory network Media, healthcare, and manufacturing enterprises needing production computer vision or video AI systems
Pricing model Fixed project, Dedicated team, T&M Fixed project, T&M, Dedicated team
Min. engagement $25K $25K
Primary tech stack Python, TensorFlow, PyTorch Python, TensorFlow, PyTorch
Industries served Retail / E-commerce, Logistics, Financial Services / Fintech, Healthcare, Technology / SaaS Media / Entertainment, Healthcare, Manufacturing, Technology / SaaS, Logistics

LeewayHertz vs Oxagile: overview

LeewayHertz

LeewayHertz is an AI development company founded in 2007 and headquartered in San Francisco, California, with a team of 200–400 engineers. It was ranked among the top 10 AI consulting firms by Forbes and was subsequently acquired by The Hackett Group (NASDAQ: HCKT), a leading Gen AI strategic consultancy and executive advisory firm, which broadened its AI consulting reach and enterprise client access. LeewayHertz covers machine learning, generative AI, NLP, and computer vision with particular portfolio depth in e-commerce, logistics, and finance. Its acquisition by The Hackett Group provides clients with a combined engineering-plus-advisory capability uncommon at this team size.

Oxagile

Oxagile was founded in 2005 and operates with primary delivery centres in Minsk, Belarus, and Warsaw, Poland, employing 400+ professionals. The company's AI practice centres on computer vision, LLM integration, ML-supported content analysis, and video processing — capabilities that stem from its long heritage in media technology and video infrastructure for broadcasters and OTT platforms. Oxagile's computer vision work spans automated content moderation for media companies, visual quality inspection for manufacturing, and AI-assisted diagnostics for healthcare, making it one of the more vertically diverse computer vision specialists in this review.

Services and capabilities: LeewayHertz vs Oxagile

Capability LeewayHertz Oxagile
Custom ML development
Deep learning
NLP / Text analytics
Computer vision
MLOps & deployment
Generative AI
AI strategy
Staff augmentation
Fixed-price projects
Dedicated team model

Tech stack comparison: LeewayHertz vs Oxagile

Framework / platform LeewayHertz Oxagile
Python
TensorFlow
PyTorch
AWS
Kubernetes
Databricks N/A N/A
MLflow N/A N/A

Pricing comparison: LeewayHertz vs Oxagile

Criterion LeewayHertz Oxagile
Minimum engagement $25K $25K
Engagement models Fixed project, Dedicated team, Time & materials Fixed project, Time & materials, 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 Retail / E-commerce, Logistics, Financial Services / Fintech Media / Entertainment, Healthcare, Manufacturing
Best use cases Generative AI product development for SaaS companies embedding LLM features into their core product, Custom recommendation and pricing ML for e-commerce platforms Automated video content moderation and compliance tagging for OTT and broadcast platforms, Computer vision quality inspection systems for manufacturing production lines
Typical project type Fixed project Fixed project

LeewayHertz vs Oxagile: pros and cons

LeewayHertz
+ Forbes top-10 AI consulting ranking provides independently verified brand credibility
+ Acquisition by The Hackett Group adds executive-level AI strategy capability alongside engineering delivery
+ Strong generative AI portfolio with LLM integration and multi-agent system case studies
+ US headquarters with San Francisco tech ecosystem connections — useful for venture-backed startups
+ Multiple engagement models from fixed project through dedicated team increase accessibility for different buyer types
- Post-acquisition integration with The Hackett Group may affect delivery team focus and internal processes
- Engineering depth may not match pure-play ML boutiques for advanced model research or complex MLOps infrastructure
- Portfolio is broad; specialist depth in any single vertical is harder to verify than with niche-focused competitors
Oxagile
+ 20-year computer vision heritage provides production-grade depth in a capability most generalists offer only superficially
+ Video AI and content analysis capability is particularly strong — directly transferable to media and broadcast clients
+ Dual delivery centre model (Minsk + Warsaw) provides redundancy and EU data processing alignment via Warsaw
+ Full project lifecycle from CV prototype through production deployment and monitoring
+ Competitive rates relative to Western European firms of equivalent computer vision depth
- Minsk-based delivery introduces political and banking risk for some Western European and North American clients
- Core strength is computer vision and media AI; pure NLP or tabular ML projects may receive less specialised teams
- Less established for cloud-native MLOps and generative AI relative to newer AI-native firms

Who should choose LeewayHertz?

LeewayHertz is the right choice for e-commerce, logistics, and financial services teams needing AI development with access to The Hackett Group's strategic advisory network.

Forbes top-10 AI firm acquired by The Hackett Group — combining engineering delivery with enterprise AI strategic advisory capability. Minimum engagement starts at $25K. Works best with clients in Retail / E-commerce, Logistics, Financial Services / Fintech, Healthcare, Technology / SaaS.

Who should choose Oxagile?

Oxagile is the right choice for media, healthcare, and manufacturing enterprises needing production computer vision or video AI systems.

20-year heritage in video technology and media AI translates directly into best-in-class computer vision delivery for media, broadcast, and content platforms. Minimum engagement starts at $25K. Works best with clients in Media / Entertainment, Healthcare, Manufacturing, Technology / SaaS, Logistics.

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 LeewayHertz
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 Both may offer discovery engagements

Use case fit: LeewayHertz vs Oxagile

Use case LeewayHertz fit Oxagile fit Winner
Generative AI product development for SaaS companies embedding LLM features into their core product Strong Limited LeewayHertz
Custom recommendation and pricing ML for e-commerce platforms Strong Limited LeewayHertz
Automated video content moderation and compliance tagging for OTT and broadcast platforms Limited Strong Oxagile
Computer vision quality inspection systems for manufacturing production lines Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: LeewayHertz vs Oxagile

LeewayHertz (4.1/5) is the stronger overall choice for most Machine Learning projects. Forbes top-10 AI firm acquired by The Hackett Group — combining engineering delivery with enterprise AI strategic advisory capability. It is best for e-commerce, logistics, and financial services teams needing AI development with access to The Hackett Group's strategic advisory network.

Oxagile (4.0/5) is the better choice when media, healthcare, and manufacturing enterprises needing production computer vision or video AI systems. If your situation matches those criteria, Oxagile is a competitive option.

Related comparisons

LeewayHertz vs Oxagile FAQ

Is LeewayHertz better than Oxagile?

LeewayHertz (4.1/5) scores higher overall, but "better" depends on your use case. LeewayHertz is better for e-commerce, logistics, and financial services teams needing AI development with access to The Hackett Group's strategic advisory network. Oxagile is better for media, healthcare, and manufacturing enterprises needing production computer vision or video AI systems.

How do LeewayHertz and Oxagile differ in pricing?

LeewayHertz uses fixed project, dedicated team, t&m pricing with a minimum engagement of $25K. 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?

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 LeewayHertz and Oxagile?

LeewayHertz's primary differentiator is: forbes top-10 ai firm acquired by the hackett group — combining engineering delivery with enterprise ai strategic advisory capability. Oxagile's primary differentiator is: 20-year heritage in video technology and media ai translates directly into best-in-class computer vision delivery for media, broadcast, and content platforms. They also differ in team size (200–400 vs 400+), minimum engagement ($25K vs $25K), and primary industries served (Retail / E-commerce, Logistics vs Media / Entertainment, Healthcare).

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