Uvik Software vs Addepto: full comparison for 2026
Quick verdict
Uvik Software (4.1/5) edges ahead of Addepto (4.0/5) overall. Uvik Software is the better choice for python-heavy teams that want employed senior engineers rather than freelancers. Addepto is the stronger option for industrial and automotive companies that need data engineers who know factory data. The right choice depends on your project size, budget, and required tech stack.
Uvik Software vs Addepto: head-to-head summary
| Criterion | Uvik Software | Addepto |
|---|---|---|
| Founded | 2015 | 2017 |
| HQ | Tallinn, Estonia | Warsaw, Poland |
| Team size | 50–249 | 50–249 |
| Rating | 4.1 / 5 | 4.0 / 5 |
| Primary differentiator | A no-freelancer policy with senior Python engineers who average seven years or more | Data and ML engineers with industrial and automotive client history |
| Pricing model | Monthly rate per engineer; $50–$99/hr Clutch band; rates on request | Monthly per engineer or project fee; rates on request |
| Min. engagement | Not published | Not published |
| Primary tech stack | Python, Django, FastAPI | Python, Databricks, Spark |
| Industries served | SaaS, Fintech, Data platforms, Healthcare, E-commerce | Manufacturing, Automotive, Aviation, Retail, Logistics |
Uvik Software vs Addepto: overview
Uvik Software
Uvik Software has supplied Python engineers since 2015 and gives Tallinn, Estonia as its headquarters, with sales run from Ipswich in the UK. Its profile on Clutch says all engineers are full-time employees rather than freelancers, average seven to fourteen years of experience and pass a three-stage technical and behavioral assessment. Common work includes data platforms on Databricks or Snowflake, LLM integration and production support. Uvik says it presents profiles within 24 to 48 hours and scales squads of three to eight on 14-day terms. An aggregator reports a 30-day free replacement, which we could not confirm on Uvik's own pages.
Addepto
Addepto was founded in Warsaw in 2017 and works on AI, ML and data engineering, mostly for industrial and automotive clients. KMS Technology acquired it in December 2025, so it now sits inside a larger U.S.-based IT group. Addepto supplies data and ML engineers for team extension as well as running projects. The acquisition may widen its bench over time, but buyers should expect changes to contracts and account management as the integration proceeds.
Services and capabilities: Uvik Software vs Addepto
| Capability | Uvik Software | Addepto |
|---|---|---|
| ML engineers | ✓ | ✓ |
| LLM / GenAI engineers | ✓ | ✓ |
| AI agent developers | ✗ | ✗ |
| MLOps engineers | ✗ | ✗ |
| Computer vision engineers | ✗ | ✗ |
| NLP engineers | ✗ | ✗ |
| Data engineers | ✓ | ✓ |
| Engineer-led technical screen | ✗ | ✗ |
| Fractional / part-time experts | ✗ | ✗ |
| Trial before commitment | ✗ | ✗ |
| Nearshore time-zone overlap | ✗ | ✗ |
| Direct hire option | ✗ | ✗ |
Tech stack comparison: Uvik Software vs Addepto
| Framework / platform | Uvik Software | Addepto |
|---|---|---|
| PyTorch | ✓ | ✓ |
| TensorFlow | N/A | N/A |
| LangChain | N/A | N/A |
| Hugging Face | N/A | N/A |
| OpenAI | ✓ | ✓ |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Google Cloud | N/A | N/A |
| Databricks | ✓ | ✓ |
| Kubernetes | N/A | N/A |
Pricing comparison: Uvik Software vs Addepto
| Criterion | Uvik Software | Addepto |
|---|---|---|
| Minimum engagement | Not published | Not published |
| Engagement models | Dedicated engineer, Dedicated team | Dedicated engineer, Dedicated team, Project delivery |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Uvik Software vs Addepto
| Dimension | Uvik Software | Addepto |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | SaaS, Fintech, Data platforms | Manufacturing, Automotive, Aviation |
| Best use cases | Adding a senior Python engineer to wire an LLM into a SaaS backend, Building a Databricks data platform with a three-person squad | Adding a data engineer to an automotive analytics platform, Building a predictive maintenance model with a two-person team |
| Typical project type | Dedicated engineer | Dedicated engineer |
Uvik Software vs Addepto: pros and cons
| Uvik Software | |
|---|---|
| + | Every engineer is an employee, so continuity is better than on a marketplace |
| + | Senior Python depth suits data and LLM integration work |
| + | Profiles within 24–48 hours (per company profile) |
| - | Python only, which rules it out for some stacks |
| - | Fewer research ML and computer-vision specialists than AI-only firms |
| - | Replacement guarantee is reported by third parties only |
| Addepto | |
|---|---|
| + | Strong data engineering on Databricks and Azure |
| + | Industrial and automotive references |
| + | Backing from a larger group may add capacity |
| - | Acquired by KMS Technology in December 2025, so terms and contacts may change |
| - | Fewer computer-vision and NLP specialists than AI-research firms |
| - | Staffing evidence is thinner than its project work |
Who should choose Uvik Software?
A typical fit: adding a senior Python engineer to wire an LLM into a SaaS backend.
A no-freelancer policy with senior Python engineers who average seven years or more. Minimum engagement is not publicly disclosed. Works best with clients in SaaS, Fintech, Data platforms, Healthcare, E-commerce.
Who should choose Addepto?
A typical fit: adding a data engineer to an automotive analytics platform.
Data and ML engineers with industrial and automotive client history. Minimum engagement is not publicly disclosed. Works best with clients in Manufacturing, Automotive, Aviation, Retail, Logistics.
Decision matrix: Uvik Software vs Addepto
| Your situation | Recommended choice |
|---|---|
| You want a working engineer, not a recruiter, to run the technical screen | Neither documents an engineer-led screen; run your own technical interview |
| You need one specialist for a few days a week | Neither advertises part-time experts; ask about reduced hours |
| You need several engineers working as one team | Both; Uvik Software rates higher overall |
| You want to test an engineer before committing | Neither publishes a trial; negotiate a short first term |
| Your budget is at the lower end | Compare: Uvik Software (Not published) vs Addepto (Not published) |
| Your team works U.S. hours | Neither lists Latin American engineers; confirm overlap hours in the contract |
| You may want to hire the engineer permanently later | Neither lists direct hire; agree conversion terms up front |
Use case fit: Uvik Software vs Addepto
| Use case | Uvik Software fit | Addepto fit | Winner |
|---|---|---|---|
| Adding a senior Python engineer to wire an LLM into a SaaS backend | Strong | Strong | Both equally |
| Building a Databricks data platform with a three-person squad | Strong | Strong | Both equally |
| Adding a data engineer to an automotive analytics platform | Strong | Strong | Both equally |
| Building a predictive maintenance model with a two-person team | Strong | Strong | Both equally |
Verdict: Uvik Software vs Addepto
Uvik Software (4.1/5) is the stronger overall choice for most AI Engineer Staffing projects. A no-freelancer policy with senior Python engineers who average seven years or more.
Addepto (4.0/5) is worth a look if you need building a predictive maintenance model with a two-person team. If your situation matches that, Addepto is a competitive option.
Related comparisons
Uvik Software vs Addepto FAQ
Is Uvik Software better than Addepto?
Uvik Software (4.1/5) scores higher overall, but "better" depends on your use case. Uvik Software's strongest advantage: every engineer is an employee, so continuity is better than on a marketplace. Addepto's strongest advantage: strong data engineering on Databricks and Azure.
How do Uvik Software and Addepto differ in pricing?
Uvik Software uses monthly rate per engineer; $50–$99/hr clutch band; rates on request pricing. Addepto uses monthly per engineer or project fee; rates on request pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Uvik Software or Addepto?
Uvik Software 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 Uvik Software and Addepto?
Uvik Software's primary differentiator is: a no-freelancer policy with senior Python engineers who average seven years or more. Addepto's primary differentiator is: data and ML engineers with industrial and automotive client history. They also differ in team size (50–249 vs 50–249), minimum engagement (Not published vs Not published), and primary industries served (SaaS, Fintech vs Manufacturing, Automotive).
Verify all details directly with each company before making a decision.