Qubika vs Spiral Scout: full comparison for 2026
Last updated: August 2026
Quick verdict
Qubika (4.1/5) edges ahead of Spiral Scout (4.0/5) 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.. Spiral Scout is the stronger option for buyers wanting agentic AI development bundled with a broader full-service custom software or e-commerce build.. The right choice depends on your project size, budget, and required tech stack.
Qubika vs Spiral Scout: head-to-head summary
| Criterion | Qubika | Spiral Scout |
|---|---|---|
| Founded | 2006 | 2010 |
| HQ | Austin, TX, USA | San Francisco, CA, USA |
| Team size | 501–1,000 | 51–200 |
| Rating | 4.1 / 5 | 4.0 / 5 |
| Best for | US buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity. | Buyers wanting agentic AI development bundled with a broader full-service custom software or e-commerce build. |
| Pricing model | Fixed project, dedicated team | Fixed project, dedicated team |
| Min. engagement | Not published | Not published |
| Primary tech stack | Python, LangChain, AWS | Python, LangChain, React |
| Industries served | Technology & SaaS, Retail & E-commerce, Financial Services | Retail & E-commerce, Technology & SaaS, Healthcare |
Qubika vs Spiral Scout: 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.
Spiral Scout
Spiral Scout is a full-service software development and AI implementation agency founded in 2010 and headquartered in San Francisco, California, growing from a 3-person founding team to over 110 employees with offices across Poland, Ukraine, and Georgia. Its agentic AI work builds on a longer-standing custom software and Shopify Plus development practice, and its multi-country European delivery footprint gives it staffing flexibility beyond its US base. As a full-service shop, its agentic depth is one part of a broader custom development portfolio.
Services and capabilities: Qubika vs Spiral Scout
| Capability | Qubika | Spiral Scout |
|---|---|---|
| Multi-agent orchestration | ✗ | ✗ |
| RAG / knowledge integration | ✗ | ✗ |
| Workflow & systems integration | ✓ | ✓ |
| Coding agents | ✓ | ✓ |
| Monitoring & anomaly detection | ✗ | ✗ |
| Customer-facing agents | ✗ | ✗ |
Tech stack comparison: Qubika vs Spiral Scout
| Framework / platform | Qubika | Spiral Scout |
|---|---|---|
| LangChain | ✓ | ✓ |
| LangGraph | N/A | N/A |
| AutoGen | N/A | N/A |
| LlamaIndex | N/A | N/A |
| OpenAI | N/A | N/A |
| Anthropic Claude | N/A | N/A |
| Pinecone | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | N/A |
| Kubernetes | N/A | N/A |
Pricing comparison: Qubika vs Spiral Scout
| Criterion | Qubika | Spiral Scout |
|---|---|---|
| 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: Qubika vs Spiral Scout
| Dimension | Qubika | Spiral Scout |
|---|---|---|
| Best company size | Mid-market to enterprise | Startup to mid-market |
| Best industries | Technology & SaaS, Retail & E-commerce, Financial Services | Retail & E-commerce, Technology & SaaS, 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 | E-commerce and Shopify Plus clients adding autonomous agentic features to an existing storefront, Buyers wanting agentic AI bundled with a broader custom software build |
| Typical project type | Fixed project | Fixed project |
Qubika vs Spiral Scout: 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 |
| Spiral Scout | |
|---|---|
| + | Fifteen years of full-service software delivery history since founding in 2010 |
| + | Multi-country European delivery footprint (Poland, Ukraine, Georgia) beyond its San Francisco base |
| + | Grew organically from a 3-person team, suggesting a track record of sustainable client growth |
| + | Existing e-commerce/Shopify Plus development practice gives agentic retail use cases a head start |
| - | Agentic AI is a newer addition to a broader full-service development practice |
| - | Minimum engagement figures are not published, requiring direct sales contact for early budgeting |
| - | Fewer named large-enterprise agentic case studies than AI-first specialist competitors |
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 Spiral Scout?
Spiral Scout is the right choice for buyers wanting agentic AI development bundled with a broader full-service custom software or e-commerce build..
Fifteen years of full-service custom software delivery (since a 3-person start in 2010) now extended into a dedicated AI implementation practice.. Minimum engagement starts at Not published. Works best with clients in Retail & E-commerce, Technology & SaaS, Healthcare.
Decision matrix: Qubika vs Spiral Scout
| 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 Spiral Scout (Not published) |
| You need specialist depth in a specific vertical | Qubika |
| 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 Spiral Scout
| Use case | Qubika fit | Spiral Scout 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 |
| E-commerce and Shopify Plus clients adding autonomous agentic features to an existing storefront | Limited | Strong | Spiral Scout |
| Buyers wanting agentic AI bundled with a broader custom software build | Limited | Strong | Spiral Scout |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Qubika vs Spiral Scout
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..
Spiral Scout (4.0/5) is the better choice when buyers wanting agentic AI development bundled with a broader full-service custom software or e-commerce build.. If your situation matches those criteria, Spiral Scout is a competitive option.
Related comparisons
Qubika vs Spiral Scout FAQ
Is Qubika better than Spiral Scout?
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.. Spiral Scout is better for buyers wanting agentic AI development bundled with a broader full-service custom software or e-commerce build..
How do Qubika and Spiral Scout differ in pricing?
Qubika uses fixed project, dedicated team pricing with a minimum engagement of Not published. Spiral Scout 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: Qubika or Spiral Scout?
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 Spiral Scout?
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.. Spiral Scout's primary differentiator is: fifteen years of full-service custom software delivery (since a 3-person start in 2010) now extended into a dedicated ai implementation practice.. They also differ in team size (501–1,000 vs 51–200), minimum engagement (Not published vs Not published), and primary industries served (Technology & SaaS, Retail & E-commerce vs Retail & E-commerce, Technology & SaaS).
Last reviewed: August 2026. Verify all details directly with each provider before making a decision.