RTS Labs vs EPAM Systems: full comparison for 2026
Quick verdict
RTS Labs (4.1/5) edges ahead of EPAM Systems (4.1/5) overall. RTS Labs is the better choice for US mid-market firms on a small budget. EPAM Systems is the stronger option for enterprises adding AI across many products. The right choice depends on how far your pilot has got, your budget, and who will run the system after launch.
RTS Labs vs EPAM Systems: head-to-head summary
| Criterion | RTS Labs | EPAM Systems |
|---|---|---|
| Founded | 2010 | 1993 |
| HQ | Glen Allen, USA | Newtown, USA |
| Team size | 100+ | 61,000+ |
| Rating | 4.1 / 5 | 4.1 / 5 |
| Primary differentiator | The lowest entry point on this page, with a committed ship date for production code | Engineering capacity to put AI into dozens of products under one program |
| Pricing model | Fixed-scope projects; $25–$49/hr (Clutch band) | Time & materials and dedicated teams; rates not published |
| Min. engagement | $5,000+ (Clutch) | Not disclosed |
| Primary tech stack | AWS, Azure, Python | AWS, Azure, Google Cloud |
| Industries served | Logistics, Financial services, Healthcare, Manufacturing, Retail | Financial services, Healthcare, Retail, Media, Manufacturing |
RTS Labs vs EPAM Systems: overview
RTS Labs
RTS Labs is based in the Richmond, Virginia area and says it has 100+ US-based staff (per company website; independently unverifiable). It gives 2010 as its founding year, though Clutch lists 2012. The firm promises production-grade code with a defined ship date and quotes eight to twelve weeks from brief to production for its main implementations (per company website). Clutch lists $25–$49 an hour and a $5,000+ minimum, the lowest entry point on this page.
EPAM Systems
EPAM Systems was founded in 1993, is headquartered in Newtown, Pennsylvania, and employs more than 61,000 people. It bought NEORIS and First Derivative in recent years to expand in Latin America and financial services. Its AI work sits inside a large software engineering business, so production AI usually arrives as part of a broader platform or product program. That suits enterprises with many products more than a company with one stalled pilot.
Services and capabilities: RTS Labs vs EPAM Systems
| Capability | RTS Labs | EPAM Systems |
|---|---|---|
| LLM gateway & model routing | ✗ | ✗ |
| Regression tests on prompt and model changes | ✗ | ✗ |
| Canary or staged rollout | ✗ | ✗ |
| Hallucination and drift monitoring | ✗ | ✗ |
| MLOps & model serving | ✗ | ✓ |
| Fixed-scope pilot | ✓ | ✗ |
| Managed run after launch | ✗ | ✓ |
Tech stack comparison: RTS Labs vs EPAM Systems
| Framework / platform | RTS Labs | EPAM Systems |
|---|---|---|
| AWS | ✓ | ✓ |
| Azure | ✓ | ✓ |
| Google Cloud | N/A | ✓ |
| Kubernetes | N/A | ✓ |
| MLflow | N/A | N/A |
| Databricks | N/A | ✓ |
| Amazon Bedrock | N/A | N/A |
| Vertex AI | N/A | N/A |
| LangChain | N/A | N/A |
| Snowflake | ✓ | ✓ |
Pricing comparison: RTS Labs vs EPAM Systems
| Criterion | RTS Labs | EPAM Systems |
|---|---|---|
| Minimum engagement | $5,000+ (Clutch) | Not disclosed |
| Engagement models | Fixed-scope pilot, Fixed-scope project, Dedicated team | Time & materials, Dedicated team, Managed services |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Accessible | Mid-market |
Target audience comparison: RTS Labs vs EPAM Systems
| Dimension | RTS Labs | EPAM Systems |
|---|---|---|
| Best company size | Startup to mid-market | Enterprise |
| Best industries | Logistics, Financial services, Healthcare | Financial services, Healthcare, Retail |
| Best use cases | Shipping one AI workflow to production in a few months., Logistics and operations agents for mid-size US firms. | AI across a portfolio of enterprise products., Production AI in banking platforms. |
| Typical project type | Fixed-scope pilot | Time & materials |
RTS Labs vs EPAM Systems: pros and cons
| RTS Labs | |
|---|---|
| + | A $5,000+ Clutch minimum is the lowest on this page |
| + | Commits to a ship date, which keeps pilots from drifting |
| + | All-US team for clients that need domestic staff |
| + | Connects AI to logistics and operational systems |
| - | Less visible LLMOps tooling than the specialists |
| - | Founding year and headcount differ between its site and Clutch |
| - | US-only team |
| EPAM Systems | |
|---|---|
| + | Very large engineering bench |
| + | Strong software delivery practice to build on |
| + | Financial-services depth added through First Derivative |
| + | Can run systems after launch |
| - | Recent acquisitions (NEORIS, First Derivative) are still being absorbed |
| - | Too large and slow for one small pilot |
| - | Rates not published |
Who should choose RTS Labs?
A typical fit: shipping one AI workflow to production in a few months.
The lowest entry point on this page, with a committed ship date for production code. Minimum engagement starts at $5,000+ (Clutch). Works best with clients in Logistics, Financial services, Healthcare, Manufacturing, Retail.
Who should choose EPAM Systems?
A typical fit: AI across a portfolio of enterprise products.
Engineering capacity to put AI into dozens of products under one program. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Healthcare, Retail, Media, Manufacturing.
Decision matrix: RTS Labs vs EPAM Systems
| Your situation | Recommended choice |
|---|---|
| Your pilot works but nobody trusts it in production yet | Ask each for its release and rollback process |
| Model API spend is growing faster than usage | Neither lists a gateway; ask how cost per feature is tracked |
| You need someone to watch quality after launch | EPAM Systems |
| You run classic ML models that need serving and retraining | EPAM Systems |
| You want a priced pilot before a full rollout | RTS Labs |
| Your budget is at the lower end | Compare: RTS Labs ($5,000+ (Clutch)) vs EPAM Systems (Not disclosed) |
| You need a large team for many products at once | EPAM Systems |
Use case fit: RTS Labs vs EPAM Systems
| Use case | RTS Labs fit | EPAM Systems fit | Winner |
|---|---|---|---|
| Shipping one AI workflow to production in a few months. | Strong | Limited | RTS Labs |
| Logistics and operations agents for mid-size US firms. | Strong | Limited | RTS Labs |
| AI across a portfolio of enterprise products. | Limited | Strong | EPAM Systems |
| Production AI in banking platforms. | Limited | Strong | EPAM Systems |
Verdict: RTS Labs vs EPAM Systems
RTS Labs (4.1/5) is the stronger overall choice for most AI Implementation projects. The lowest entry point on this page, with a committed ship date for production code.
EPAM Systems (4.1/5) is worth a look if you need production AI in banking platforms. If your situation matches that, EPAM Systems is a competitive option.
Related comparisons
RTS Labs vs EPAM Systems FAQ
Is RTS Labs better than EPAM Systems?
RTS Labs (4.1/5) scores higher overall, but "better" depends on your use case. RTS Labs's strongest advantage: a $5,000+ Clutch minimum is the lowest on this page. EPAM Systems's strongest advantage: very large engineering bench.
How do RTS Labs and EPAM Systems differ in pricing?
RTS Labs's pricing: fixed-scope projects; $25–$49/hr (Clutch band) with a minimum engagement of $5,000+ (Clutch). EPAM Systems's pricing: time & materials and dedicated teams; rates not published. Any hourly bands shown come from Clutch, not a published rate card, so a scoping call is still needed for a project quote.
Which is better for enterprise: RTS Labs or EPAM Systems?
EPAM Systems is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each provider before shortlisting.
What are the main differences between RTS Labs and EPAM Systems?
RTS Labs's primary differentiator is: the lowest entry point on this page, with a committed ship date for production code. EPAM Systems's primary differentiator is: engineering capacity to put AI into dozens of products under one program. They also differ in team size (100+ vs 61,000+), minimum engagement ($5,000+ (Clutch) vs Not disclosed), and primary industries served (Logistics, Financial services vs Financial services, Healthcare).
Verify all details directly with each provider before making a decision.