Qubika vs Markovate: full comparison for 2026
Last updated: August 2026
Quick verdict
Qubika (4.1/5) edges ahead of Markovate (4.1/5) overall. Qubika is the better choice for uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity.. Markovate is the stronger option for product teams that already have a generative-AI roadmap and want autonomous agent capability added by the same specialist.. The right choice depends on your project size, budget, and required tech stack.
Qubika vs Markovate: head-to-head summary
| Criterion | Qubika | Markovate |
|---|---|---|
| Founded | 2006 | 2015 |
| HQ | Austin, TX, USA | San Francisco, CA, USA |
| Team size | 501–1,000 | 51–200 |
| Rating | 4.1 / 5 | 4.1 / 5 |
| Best for | US buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity. | Product teams that already have a generative-AI roadmap and want autonomous agent capability added by the same specialist. |
| Pricing model | Fixed project, dedicated team | Fixed project, dedicated team |
| Min. engagement | Not published | $25K (per company website; independently unverifiable) |
| Primary tech stack | Python, LangChain, AWS | Python, LangChain, OpenAI |
| Industries served | Technology & SaaS, Retail & E-commerce, Financial Services | Technology & SaaS, Retail & E-commerce, Healthcare, Financial Services |
Qubika vs Markovate: overview
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.
Markovate
Markovate is a generative-AI and LLM specialist founded in 2015 and headquartered in San Francisco, with additional offices in Toronto and Gurugram and a team of 51–200 people. Its services span product development, LLM development, prompt engineering, and agentic AI consulting, with autonomous agent work positioned as a direct extension of its existing generative AI practice — giving it a longer internal track record in the underlying reasoning-model work than firms that added agentic AI as an entirely new service line.
Services and capabilities: Qubika vs Markovate
| Capability | Qubika | Markovate |
|---|---|---|
| Multi-agent orchestration | ✗ | ✓ |
| RAG / knowledge integration | ✗ | ✓ |
| Workflow & systems integration | ✓ | ✗ |
| Coding agents | ✓ | ✓ |
| Monitoring & anomaly detection | ✗ | ✗ |
| Customer-facing agents | ✗ | ✗ |
Tech stack comparison: Qubika vs Markovate
| Framework / platform | Qubika | Markovate |
|---|---|---|
| LangChain | ✓ | ✓ |
| LangGraph | N/A | 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: Qubika vs Markovate
| Criterion | Qubika | Markovate |
|---|---|---|
| Minimum engagement | Not published | $25K (per company website; independently unverifiable) |
| Engagement models | Fixed project, Dedicated team | Fixed project, Dedicated team |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Mid-market | Accessible |
Target audience comparison: Qubika vs Markovate
| Dimension | Qubika | Markovate |
|---|---|---|
| Best company size | Mid-market to enterprise | Startup to mid-market |
| Best industries | Technology & SaaS, Retail & E-commerce, Financial Services | Technology & SaaS, Retail & E-commerce, Healthcare |
| Best use cases | US companies wanting a large nearshore Latin American team for agentic AI development, Bundling agentic AI into a broader digital product engineering engagement | Adding autonomous agent capability to an existing LLM-powered product, Building coding agents that plug into an existing dev pipeline |
| Typical project type | Fixed project | Fixed project |
Qubika vs Markovate: pros and cons
| 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 |
| Markovate | |
|---|---|
| + | Deep prior specialization in LLM development and prompt engineering feeds directly into agentic reasoning quality |
| + | Multi-hub delivery (San Francisco, Toronto, Gurugram) balances US client proximity with offshore cost |
| + | Product-development background means agentic work is usually shipped inside a real product, not a standalone demo |
| + | Mid-size team keeps senior engineers hands-on rather than delegated to junior staff |
| - | No large-enterprise compliance certifications comparable to some larger competitors on this list |
| - | Public case studies skew toward smaller product companies rather than regulated enterprises |
| - | 51–200 headcount caps capacity for simultaneous large multi-team engagements |
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.
Who should choose Markovate?
Markovate is the right choice for product teams that already have a generative-AI roadmap and want autonomous agent capability added by the same specialist..
Generative AI and LLM development as the core practice, with agentic work built as a direct extension rather than a bolted-on new offering.. Minimum engagement starts at $25K (per company website; independently unverifiable). Works best with clients in Technology & SaaS, Retail & E-commerce, Healthcare, Financial Services.
Decision matrix: Qubika vs Markovate
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Qubika |
| You need a large dedicated team for an ongoing programme | Qubika |
| Your budget is at the lower end | Compare: Qubika (Not published) vs Markovate ($25K (per company website; independently unverifiable)) |
| You need specialist depth in a specific vertical | Markovate |
| 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: Qubika vs Markovate
| Use case | Qubika fit | Markovate fit | Winner |
|---|---|---|---|
| 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 | Strong | Limited | Qubika |
| Adding autonomous agent capability to an existing LLM-powered product | Limited | Strong | Markovate |
| Building coding agents that plug into an existing dev pipeline | Limited | Strong | Markovate |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Qubika vs Markovate
Qubika (4.1/5) is the stronger overall choice for most Agentic AI Development projects. A US headquarters paired with a large, multi-country Latin American delivery bench (~879 people) formed from two merged digital product firms.. It is best for uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity..
Markovate (4.1/5) is the better choice when product teams that already have a generative-AI roadmap and want autonomous agent capability added by the same specialist.. If your situation matches those criteria, Markovate is a competitive option.
Related comparisons
Qubika vs Markovate FAQ
Is Qubika better than Markovate?
Qubika (4.1/5) scores higher overall, but "better" depends on your use case. Qubika is better for uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity.. Markovate is better for product teams that already have a generative-AI roadmap and want autonomous agent capability added by the same specialist..
How do Qubika and Markovate differ in pricing?
Qubika uses fixed project, dedicated team pricing with a minimum engagement of Not published. Markovate uses fixed project, dedicated team pricing with a minimum engagement of $25K (per company website; independently unverifiable). Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Qubika or Markovate?
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 Qubika and Markovate?
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.. Markovate's primary differentiator is: generative ai and llm development as the core practice, with agentic work built as a direct extension rather than a bolted-on new offering.. They also differ in team size (501–1,000 vs 51–200), minimum engagement (Not published vs $25K (per company website; independently unverifiable)), and primary industries served (Technology & SaaS, Retail & E-commerce vs Technology & SaaS, Retail & E-commerce).
Last reviewed: August 2026. Verify all details directly with each provider before making a decision.