Continua vs Gemini Notebook
Research notebook vs evidence intelligence
Gemini Notebook is a strong source-grounded research environment. Continua goes further toward exhaustive decision intelligence: processing massive evidence into entities, policies, states, contradictions, gaps, dashboards and inspectable conclusions.
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Capability matrix
| Capability | Continua | Google Gemini Notebook |
|---|---|---|
| TB-level ontology processing | ✅ Core | ◐ Promptable/source-grounded analysis |
| Up to 1B-token working context | ✅ | ❌ |
| 100% page / corpus coverage | ✅ Core promise | ❌ No equivalent guarantee |
| Web source discovery / research | ✅ | ✅ Core strength |
| Entity linking / state reconstruction | ✅ | ◐ Promptable |
| Contradictions / missing information | ✅ | ◐ Promptable |
| Whitebox reasoning / steering | ✅ | ◐ |
| Multiple LLM vendors | ✅ | ❌ Google Gemini stack |
| Self-improvement / RSI / evolution | ✅ | ❌ |
| Persistent Projects / notebooks | ✅ | ✅ Core |
| Data rooms | ✅ | ◐ |
| Translation | ✅ | ✅ |
| Deal Q&A | ✅ | ◐ |
| Sharing + permissions | ✅ | ✅ |
| Viewer analytics | ✅ | ◐ |
| BI / dashboards / visualization | ✅ | ✅/◐ Code, charts, spreadsheets and generated artifacts |
| Zero data retention | ✅ | ❌ Persistent notebook model |
Where Continua is stronger
- TB-level ontology processing and 1B-token working context.
- 100% corpus/page coverage objective.
- Entity linking and state reconstruction as first-class reasoning objects.
- Dedicated contradiction, gap, requirements and causal workflows.
- Multi-vendor model orchestration.
- Data-room, viewer-analytics and high-stakes decision workflows.
- Optional zero-retention mode.
Where Gemini Notebook is stronger
- Excellent source-grounded notebook experience.
- Persistent research organization.
- Strong Google ecosystem integration.
- Rich research artifacts and code-backed analysis.
Why Continua is different
Process ontology from TB-level big data
Continua is designed to process TB-level heterogeneous data into a structured ontology of entities, relationships, policies, rules, constraints, context, states, claims, contradictions, gaps, timelines and causal relationships.
Up to a 1B-token working context
Continua can reason over an effective working context of up to 1 billion tokens, enabling investigations across corpora that exceed the native context of a single frontier model.
Full-context coverage
Continua is designed around 100% page / corpus coverage for investigations where one buried clause, addendum, event, requirement or contradiction can change the outcome.
Whitebox reasoning and steering
Users can steer what the investigation looks for, how evidence is compared, what criteria matter and how conclusions are composed.
Projects, data rooms and analytics
Continua can support persistent Projects, data rooms, sharing, permissions, viewer analytics, translation, deal Q&A, BI, dashboards and data visualization.
Multi-model self-improvement
Continua can orchestrate multiple LLM vendors and evolve investigation skills through self-improvement, RSI and evolution strategies.
Gemini Notebook helps you understand a source collection. Continua turns the source collection into a decision model.
Best-fit use cases
Frequently asked questions
Does Continua support web research?
Yes. Continua supports web source discovery and web research in addition to private-data analysis.
Does Continua support persistent Projects and data rooms?
Yes. Continua can support persistent Projects and data rooms, with sharing, permissions, viewer analytics, translation and deal Q&A.
Can Continua build dashboards?
Yes. Continua can support BI, dashboards and data visualization alongside document, structured-data and web evidence.
Does Continua always retain uploaded data?
No. Continua supports a zero-data-retention mode for sensitive investigations; persistence can be enabled intentionally for Projects and data-room workflows.
Make the complete evidence set computable
Process the files, web sources, structured data, policies, relationships and states — not just the passages a retrieval layer thinks are relevant.
Start with ContinuaRun Your First Investigation Free
Attach the file pile, ask the hard question, get back a cited report with every conflict flagged. No credit card. Two free tasks per week.