Vstorm vs Qubika: full comparison for 2026
Last updated: August 2026
Quick verdict
Vstorm (4.6/5) edges ahead of Qubika (4.1/5) overall. Vstorm is the better choice for mid-market buyers wanting a consultancy whose entire practice is agentic AI, not a generalist shop with an AI page.. Qubika is the stronger option for uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity.. The right choice depends on your project size, budget, and required tech stack.
Vstorm vs Qubika: head-to-head summary
| Criterion | Vstorm | Qubika |
|---|---|---|
| Founded | 2017 | 2006 |
| HQ | Wrocław, Poland | Austin, TX, USA |
| Team size | 11–50 | 501–1,000 |
| Rating | 4.6 / 5 | 4.1 / 5 |
| Best for | Mid-market buyers wanting a consultancy whose entire practice is agentic AI, not a generalist shop with an AI page. | US buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity. |
| Pricing model | Fixed project, dedicated team | Fixed project, dedicated team |
| Min. engagement | Not published | Not published |
| Primary tech stack | Python, LangChain, LangGraph | Python, LangChain, AWS |
| Industries served | Technology & SaaS, Financial Services, Retail & E-commerce | Technology & SaaS, Retail & E-commerce, Financial Services |
Vstorm vs Qubika: overview
Vstorm
Vstorm is a Wrocław, Poland-based boutique founded in October 2017 by CEO Antoni Kozelski and VP Bartosz Gonczarek, with a compact team of 11–50 people, and it markets itself explicitly and exclusively as an agentic AI engineering consultancy. It was the first AI consultancy accepted into the Agentic AI Foundation (AAIF) and has published its own delivery approach — the TriStorm framework — along with a public commitment to shipping AGENTS.md documentation on every project it delivers. Its narrow, agentic-only focus is unusually concentrated for its size, though that same size caps capacity for very large concurrent programs.
Qubika
Qubika was formed from the merger of Moove It and December Labs, tracing its roots to 2006, and is headquartered in Austin, Texas with delivery centers throughout Latin America and roughly 879 employees. Its digital product and AI/cloud services practice has extended into agentic AI, giving clients access to a large Latin American engineering bench alongside a US legal and account-management entity. Its broader digital-product origins mean agentic-specific depth should be confirmed against more concentrated specialists if that is the top priority.
Services and capabilities: Vstorm vs Qubika
| Capability | Vstorm | Qubika |
|---|---|---|
| Multi-agent orchestration | ✓ | ✗ |
| RAG / knowledge integration | ✓ | ✗ |
| Workflow & systems integration | ✗ | ✓ |
| Coding agents | ✗ | ✓ |
| Monitoring & anomaly detection | ✗ | ✗ |
| Customer-facing agents | ✗ | ✗ |
Tech stack comparison: Vstorm vs Qubika
| Framework / platform | Vstorm | Qubika |
|---|---|---|
| LangChain | ✓ | ✓ |
| LangGraph | ✓ | N/A |
| AutoGen | N/A | N/A |
| LlamaIndex | N/A | N/A |
| OpenAI | ✓ | N/A |
| Anthropic Claude | ✓ | N/A |
| Pinecone | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | N/A |
| Kubernetes | N/A | N/A |
Pricing comparison: Vstorm vs Qubika
| Criterion | Vstorm | Qubika |
|---|---|---|
| Minimum engagement | Not published | Not published |
| Engagement models | Fixed project, Dedicated team | Fixed project, Dedicated team |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Vstorm vs Qubika
| Dimension | Vstorm | Qubika |
|---|---|---|
| Best company size | Startup to mid-market | Mid-market to enterprise |
| Best industries | Technology & SaaS, Financial Services, Retail & E-commerce | Technology & SaaS, Retail & E-commerce, Financial Services |
| Best use cases | Buyers who specifically want a vendor whose entire business is agentic AI, no other service lines, Teams wanting standardized AGENTS.md documentation baked into delivery for future maintainability | US companies wanting a large nearshore Latin American team for agentic AI development, Bundling agentic AI into a broader digital product engineering engagement |
| Typical project type | Fixed project | Fixed project |
Vstorm vs Qubika: pros and cons
| Vstorm | |
|---|---|
| + | First AI consultancy formally accepted into the Agentic AI Foundation, an independently verifiable credential |
| + | Exclusively agentic AI as its practice, not a generalist shop with an AI service line added on |
| + | Named proprietary delivery framework (TriStorm) gives buyers a concrete methodology to evaluate |
| + | Standardizes AGENTS.md documentation across every delivered project, easing long-term maintainability |
| - | 11–50 person team caps capacity for large or highly parallel programs |
| - | Founded relatively recently (October 2017) relative to some longer-tenured competitors on this list |
| - | Minimum engagement figures are not published, requiring direct sales contact for early budgeting |
| Qubika | |
|---|---|
| + | US headquarters (Austin, TX) with a large, multi-country Latin American delivery bench |
| + | Nearly two decades of combined operating history (via Moove It and December Labs) since 2006 |
| + | ~879 employees gives meaningful capacity for larger agentic programs |
| + | Broader digital product engineering background helps agentic features ship inside real products |
| - | Agentic AI is one offering within a broad digital product and cloud portfolio, not a standalone specialty |
| - | Merger history (Moove It + December Labs) means account continuity is worth confirming directly |
| - | Minimum engagement figures are not published, requiring direct sales contact for early budgeting |
Who should choose Vstorm?
Vstorm is the right choice for mid-market buyers wanting a consultancy whose entire practice is agentic AI, not a generalist shop with an AI page..
First AI consultancy accepted into the Agentic AI Foundation, with a named proprietary delivery framework (TriStorm) and standardized AGENTS.md documentation on every project.. Minimum engagement starts at Not published. Works best with clients in Technology & SaaS, Financial Services, Retail & E-commerce.
Who should choose Qubika?
Qubika is the right choice for uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity..
A US headquarters paired with a large, multi-country Latin American delivery bench (~879 people) formed from two merged digital product firms.. Minimum engagement starts at Not published. Works best with clients in Technology & SaaS, Retail & E-commerce, Financial Services.
Decision matrix: Vstorm vs Qubika
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Vstorm |
| You need a large dedicated team for an ongoing programme | Vstorm |
| Your budget is at the lower end | Compare: Vstorm (Not published) vs Qubika (Not published) |
| You need specialist depth in a specific vertical | Vstorm |
| 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: Vstorm vs Qubika
| Use case | Vstorm fit | Qubika fit | Winner |
|---|---|---|---|
| Buyers who specifically want a vendor whose entire business is agentic AI, no other service lines | Strong | Limited | Vstorm |
| Teams wanting standardized AGENTS.md documentation baked into delivery for future maintainability | Strong | Limited | Vstorm |
| US companies wanting a large nearshore Latin American team for agentic AI development | Strong | Strong | Both equally |
| Bundling agentic AI into a broader digital product engineering engagement | Limited | Strong | Qubika |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Vstorm vs Qubika
Vstorm (4.6/5) is the stronger overall choice for most Agentic AI Development projects. First AI consultancy accepted into the Agentic AI Foundation, with a named proprietary delivery framework (TriStorm) and standardized AGENTS.md documentation on every project.. It is best for mid-market buyers wanting a consultancy whose entire practice is agentic AI, not a generalist shop with an AI page..
Qubika (4.1/5) is the better choice when uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity.. If your situation matches those criteria, Qubika is a competitive option.
Related comparisons
Vstorm vs Qubika FAQ
Is Vstorm better than Qubika?
Vstorm (4.6/5) scores higher overall, but "better" depends on your use case. Vstorm is better for mid-market buyers wanting a consultancy whose entire practice is agentic AI, not a generalist shop with an AI page.. Qubika is better for uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity..
How do Vstorm and Qubika differ in pricing?
Vstorm uses fixed project, dedicated team pricing with a minimum engagement of Not published. Qubika uses fixed project, dedicated team pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Vstorm or Qubika?
Qubika 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 Vstorm and Qubika?
Vstorm's primary differentiator is: first ai consultancy accepted into the agentic ai foundation, with a named proprietary delivery framework (tristorm) and standardized agents.md documentation on every project.. Qubika's primary differentiator is: a us headquarters paired with a large, multi-country latin american delivery bench (~879 people) formed from two merged digital product firms.. They also differ in team size (11–50 vs 501–1,000), minimum engagement (Not published vs Not published), and primary industries served (Technology & SaaS, Financial Services vs Technology & SaaS, Retail & E-commerce).
Last reviewed: August 2026. Verify all details directly with each provider before making a decision.