GITNUXSOFTWARE ADVICE
Business FinanceTop 10 Best Financial Analysis Software of 2026
Ranked roundup of financial analysis software for planning, reporting, and forecasting teams using Planful, Vena, or Macabacus.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
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Planful is the strongest pick for finance teams that need controlled planning inputs and repeatable published management reporting, while Vena Solutions fits when you want Excel-integrated modeling across departments and Macabacus works best for teams producing audit-ready analysis in spreadsheets.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Planful
Approval-driven planning and reporting workflows tie line-level changes to audit history.
Built for fits when finance teams need controlled planning inputs and repeatable published management reporting..
Vena Solutions
Editor pickWorksheet-like modeling combined with controlled publishing workflows for versioned management reporting.
Built for fits when FP&A teams need managed modeling and repeatable reporting across departments..
Macabacus
Editor pickPublishing with traceable audit history keeps financial analysis deliverables consistent across cycles.
Built for fits when finance teams need controlled, repeatable analytics production with auditability..
Comparison Table
Planful
enterpriseCloud-based FP&A platform for continuous planning and financial analysis.
Approval-driven planning and reporting workflows tie line-level changes to audit history.
Planful is built for repeatable management reporting cycles where multiple teams submit adjustments under defined approvals. General ledger integration and structured imports support keeping model inputs tied to source numbers, while configuration options cover allocation logic, mapping rules, and reporting hierarchies. Audit trail coverage helps track who changed which line items and when across planning and reporting steps.
A tradeoff is that model design and mapping configuration require governance discipline before teams can move quickly each cycle. Planful fits situations where finance teams need consistent variance views across entities and time periods, plus controlled publishing workflows for monthly performance reviews.
- +Governed planning workflows with approvals tied to structured inputs
- +General ledger integration supports refresh from source financial systems
- +Audit trail captures who changed planning and reporting line items
- +Reusable reporting structures reduce rework across monthly cycles
- –Model mapping and configuration effort is high for first-time rollouts
- –Complex rollups require careful hierarchy setup to avoid manual fixes
- –Some advanced analytics outputs still depend on external formatting work
FP&A teams
Month-end budget-to-actual review
Faster close reporting cadence
Corporate finance
Inter-entity performance rollups
Consistent board-level reporting
Show 2 more scenarios
Finance operations
GL-driven refresh of models
Reduced manual reconciliation
Integration refreshes planning inputs from the general ledger to reduce spreadsheet re-keying.
Controllership
Change tracking for reporting lines
Clear traceability for reviews
Audit trail captures update ownership across planning and published reporting artifacts.
Best for: Fits when finance teams need controlled planning inputs and repeatable published management reporting.
Vena Solutions
SMBExcel-integrated FP&A platform for financial planning and analysis.
Worksheet-like modeling combined with controlled publishing workflows for versioned management reporting.
Vena Solutions is built around a model-first approach where data intake, calculation rules, and reporting artifacts share the same configuration layer. Calculation scripts, dimensional structures, and managed refresh workflows help keep ratio analysis outputs and other metrics consistent across cycles. Report authoring supports interactive analysis views while publishing stays tied to model versions.
A tradeoff appears with complex org structures that require careful mapping work before automation and governance controls can run smoothly. Vena fits teams that need repeatable forecasting model runs and scenario analysis across departments, not one-off spreadsheet replication for a single analyst.
- +Model-centric calculations keep reporting aligned across teams
- +Automation workflow reduces manual refresh and reconciliation steps
- +Managed publishing ties outputs to controlled model versions
- +Configurable integrations support ERP and general ledger-driven input
- –Initial model configuration needs disciplined mapping to dimensions
- –Advanced automation requires specialized knowledge of the configuration layer
- –Deep custom logic can add build and maintenance overhead
- –Less suited for teams that only need basic spreadsheet reporting
FP&A teams
Budget-to-actual variance reporting
Faster variance close
Finance operations
Scenario analysis with consistent metrics
Consistent scenario results
Show 2 more scenarios
Consolidation teams
Intercompany elimination supported inputs
Cleaner consolidation outputs
Centralizes elimination and rollup logic so consolidation results stay consistent across reporting views.
Controller organizations
Controlled reporting distribution
Reduced reporting mismatches
Publishes governed reports tied to specific model configurations to limit drift between analysts.
Best for: Fits when FP&A teams need managed modeling and repeatable reporting across departments.
Macabacus
vertical specialistExcel add-in suite for financial modeling, formatting, and analysis.
Publishing with traceable audit history keeps financial analysis deliverables consistent across cycles.
Macabacus is designed for repeatable financial statement analysis workflows where calculations, assumptions, and output structures stay consistent across users and reporting cycles. The tool supports parameterized models that can be rerun for trend views, comparative analysis outputs, and cash flow style reporting without rebuilding logic each time. It also provides an explicit publishing workflow so analysis artifacts can be reviewed and distributed with traceability. This makes it a fit for teams that treat variance packs and management reporting as managed deliverables, not ad hoc spreadsheets.
A key tradeoff is that onboarding requires translating existing analyst spreadsheets into Macabacus model definitions and input structures before automation meaningfully reduces effort. Macabacus fits best when there is a stable calculation approach that must be refreshed on a schedule and reviewed by finance managers or controllership. It is a stronger choice for managed analytic production than for one-off exploration.
- +Managed publishing workflow for repeatable analysis deliverables
- +Reusable calculation logic supports consistent multi-period analysis
- +Automation reduces rework by rerunning defined analytic structures
- +Audit trail supports traceability of published analytic outputs
- –Model translation effort is required when starting from spreadsheets
- –Advanced scenario builds take time to design for maintainability
- –Integration depth depends on how source accounts map into inputs
- –Output flexibility is constrained by the predefined analytic structure
FP&A teams
Automate recurring variance packs
Faster close-cycle reporting
Controllership
Standardize management reporting calculations
Lower reconciliation rework
Show 2 more scenarios
Finance data teams
Maintain scenario models for planning
Consistent scenario comparisons
Update assumptions once and regenerate analysis outputs for multiple scenarios.
Report production teams
Govern distributed analytic outputs
Repeatable stakeholder delivery
Control which versions are published and keep an audit trail of changes.
Best for: Fits when finance teams need controlled, repeatable analytics production with auditability.
Fathom
SMBFinancial reporting, analysis, and forecasting platform for accountants and SMBs.
One-click regeneration of report views from the same underlying analysis inputs, preserving the edit history via its audit trail.
Fathom is a financial analysis workspace that focuses on data-driven modeling, narrative reporting, and reusable analysis flows. It supports template-based statement and ratio analysis outputs with visualization layouts designed for recurring management reporting.
The automation surface centers on importing or connecting datasets, then regenerating views and exports in a repeatable workflow. Governance is handled through role-based access and an audit trail that tracks edits to analysis artifacts.
- +Reusable analysis templates reduce rebuild time for monthly reporting cycles
- +Audit trail records changes to analysis artifacts and supporting inputs
- +Role-based access limits who can edit versus publish outputs
- +Export formats support sharing findings with finance and non-finance users
- –Spreadsheet import covers common shapes but can miss complex workbook structures
- –Model automation depends on disciplined data refresh scheduling
- –Advanced scenario modeling needs more setup than basic variance workflows
Best for: Fits when FP&A teams need repeatable analysis workflows with governed edits and repeatable exports.
Koyfin
vertical specialistFinancial data and analytics platform for equity research and macro analysis.
Koyfin dashboard views combine chart building with investor-style comparative layouts in a single workspace.
Koyfin feeds financial data into interactive charts so users can build comparative analysis across companies, markets, and time periods in one workspace. Its strengths sit in visual modeling workflows such as ratio and trend analysis, plus investor-style screens that organize insights into shareable views.
The product also supports spreadsheet-oriented importing and lets teams refresh and update views without rewriting calculations. Governance and automation depth are more limited than enterprise consolidation and ERP-integrated platforms that sit higher in this category list.
- +Fast visual setup for multi-company comparative analysis with configurable chart views
- +Built-in screening and time-series exploration for trend and ratio workflows
- +Supports spreadsheet-based import for commonly reused datasets and models
- +Shareable dashboards reduce rework between analysts and stakeholders
- –Limited depth for GL-level management reporting and multi-entity consolidation needs
- –Automation surface for external pipelines and bulk refresh is not granular
- –Data coverage and metadata controls lag ERP-connected financial systems
- –Audit trail and RBAC detail does not match enterprise governance expectations
Best for: Fits when analyst teams need interactive financial statement analysis views with lightweight spreadsheet integration and fast iteration.
Anaplan
enterpriseConnected planning platform for enterprise financial modeling and forecasting.
Anaplan model actions and scheduled processes let finance run standardized data actions and publishing workflows without manual spreadsheet steps.
Anaplan fits teams that need planning, budgeting, and forecasting workspaces tied to shared drivers and repeatable calculations. The Anaplan data model supports multidimensional planning with linked pages, coordinated planning across business units, and model governance via role-based access and environment controls.
Automation comes through scheduled processes, model-to-model data actions, and an API surface for building integrations around data load, metadata, and process execution. Reporting for financial analysis flows from model-stored results into grid and chart outputs, with export paths for downstream reporting workflows and audit-friendly traceability of model updates.
- +Multidimensional planning model supports driver-based calculations reused across reports
- +RBAC and environment separation support controlled publishing and change management
- +API and scheduled processes support repeatable data loads and workflow execution
- +Model actions enable consistent budget-to-actual updates across scenarios
- –Model performance depends on dimensionality choices and calculation design discipline
- –Advanced reporting customization can require more build time than spreadsheet-first workflows
Best for: Fits when finance teams need shared planning logic feeding management reporting and scenario analysis across departments.
FactSet
enterpriseFinancial data and analytics platform for investment professionals.
FactSet API and content access for pushing curated fundamentals and analytics into external reporting pipelines.
FactSet is differentiated by its market-data and analytics breadth for capital markets users, including company fundamentals, estimates, and trading-linked datasets. The platform supports standardized financial statement workflows for financial analysis, ratio and trend views, and peer comparisons driven by curated FactSet data.
It also provides APIs and automation tooling to connect analytics outputs into internal reporting and research processes. For governance, FactSet supports role-based access patterns and audit-oriented administration for managed corporate environments.
- +Large curated datasets for fundamentals, estimates, and analytics-driven research workflows
- +API and automation support for routing analytics outputs into internal systems
- +Repeatable analysis views for comparative company and trend-style financial reviews
- +Administration controls for managed access across teams
- –Complexity rises quickly when building custom workflows and data joins
- –Governance and onboarding require disciplined configuration across users and workspaces
- –Advanced automation often depends on integrating FactSet outputs with external tooling
- –Spreadsheet-first users may find the native workflow model less direct
Best for: Fits when teams need curated market and fundamentals data plus automation to standardize research and analysis workflows.
LiveFlow
SMBExcel and Google Sheets integration platform for live financial data and reporting.
Model change traceability with controlled publishing lets teams audit what changed in each analysis pack.
LiveFlow provides financial analysis workflows with model management, interactive reporting, and templated analysis logic. The system is designed around repeatable inputs, managed datasets, and controlled publication of analysis outputs for finance teams.
Built-in automation and scripting hooks support scenario updates and batch refresh cycles for recurring reporting packs. LiveFlow also emphasizes governance through role-based access patterns and traceability of model changes for audit-friendly review trails.
- +Workflow automation reduces manual steps in recurring analysis packs
- +Versioned model edits support traceability during review cycles
- +Managed datasets keep analysis inputs consistent across reports
- +Scenario refresh supports repeatable what-if comparisons at scale
- –Deep customization can require more configuration time than spreadsheets
- –Complex data sourcing may need external ETL coordination
Best for: Fits when finance teams need managed financial analysis workflows with repeatable scenarios and controlled publication.
Prophix
enterpriseCorporate performance management software for budgeting, planning, and consolidation.
Prophix report layouts tied to governed calculation worksheets support consistent financial statement publishing across cycles.
Prophix builds financial management workflows around structured planning, consolidation inputs, and report automation for recurring management packs. The core capability centers on worksheet-driven calculation and model governance, with publishing to dashboards and formatted financial statement layouts.
Prophix also supports integration with general ledger sources and spreadsheet imports, then carries changes through to budget-to-actual style comparisons and variance views. Automation features focus on repeatable reporting cycles, including controlled calculations and managed distribution of published results.
- +Report automation supports scheduled management pack publishing without manual rebuilds
- +General ledger integration reduces hand-copy steps for financial statement inputs
- +Role-based access supports controlled model and report participation
- +Spreadsheet import enables fast onboarding of historical balances and templates
- –Worksheet and workflow configuration requires ongoing admin oversight
- –Complex consolidation rules can add implementation effort for multi-entity structures
Best for: Fits when finance teams need governed reporting workflows that stay synchronized with ledger inputs.
Cube
SMBCloud FP&A platform integrating with Excel and Google Sheets.
Workspace versioning with controlled access supports repeatable management reporting runs across modeling changes.
Cube targets financial teams that need spreadsheet-friendly modeling with centralized governance around account and period data. It supports loading data from general-ledger exports and building modeled statements with calculated measures, then presenting results through interactive dashboards and report views.
Cube also provides workflow features for revision tracking through versioned workspaces and controlled access to those workspaces. For orgs comparing reporting runs across periods, it enables repeatable scenario inputs and consistent calculation logic across users.
- +Versioned workspaces support controlled revision history for financial models
- +Interactive dashboards make management reporting outputs easy to review
- +Consistent calculation logic reduces drift across repeat reporting cycles
- +Scenario inputs help rerun forecast and sensitivity assumptions quickly
- –Requires disciplined data prep to align account mappings and periods
- –Limited native depth for three-statement modeling beyond its measure framework
- –Workflow controls do not replace full consolidation and intercompany elimination engines
- –Advanced governance relies on correct role assignments and workspace structure
Best for: Fits when finance teams need governed modeling and interactive reporting without building ETL pipelines from scratch.
Conclusion
After evaluating 10 business finance, Planful stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right financial analysis software
Financial analysis software packages concentrate financial statement analysis workflows like ratio analysis, variance analysis, and trend analysis into governed models and repeatable reporting runs. This guide compares Planful, Vena, and Macabacus alongside eight other products that differ in approval controls, publishing mechanics, and automation depth.
Teams using financial analysis software typically need controlled edits, audit trail visibility, and predictable exports into management reporting formats. The coverage below focuses on how Planful ties line-level planning changes to approval history, how Vena supports worksheet-like modeling with versioned publishing, and how Macabacus keeps analysis deliverables consistent through traceable audit history.
Financial analysis software for governed models, repeatable workflows, and audit-traceable reporting
Financial analysis software is used to build analysis inputs, maintain calculation logic across cycles, and publish management reporting outputs with change traceability. Planful supports governed planning workflows that link structured inputs and approvals to audit history, which is designed for teams that require controlled publishing.
Vena focuses on model-centric calculations paired with controlled publishing workflows so departments can keep reporting aligned while reducing manual refresh and reconciliation steps. Macabacus targets repeatable analytics production by combining a managed publishing workflow with reusable calculation logic for consistent multi-period financial analysis.
Evaluation criteria for financial analysis software delivery
Financial analysis software earns selection when it keeps calculation logic, publishing outputs, and change history aligned across repeating cycles. The practical test is whether updates to analysis inputs show up in published deliverables with traceable governance.
The strongest options also reduce the manual path from source systems to analysis packs and management reporting formats. This shows up as general ledger integration, model-centric publishing workflows, and documented automation and API surfaces for downstream consumption.
Approval-driven publishing and traceable change history
Planful ties line-level planning edits to approval history so management reporting publications carry an audit trail. Macabacus emphasizes managed publishing with traceable audit history to keep multi-period analysis deliverables consistent.
Model-centric calculations paired with versioned management reporting
Vena uses worksheet-like modeling paired with controlled publishing so reporting stays aligned across departments. Cube provides workspace versioning with controlled access for repeatable management reporting runs across modeling changes.
Regeneration workflows that preserve edit history
Fathom regenerates report views from the same underlying analysis inputs and preserves edit history via its audit trail. LiveFlow supports controlled publishing with versioned model edits so teams can audit what changed in each analysis pack.
Reusable automation surface for analysis and distribution
Anaplan runs standardized data actions and publishing workflows through model actions and scheduled processes to reduce manual spreadsheet steps. FactSet provides an API and content access that routes curated fundamentals and analytics into external reporting pipelines.
Governed reporting layouts synchronized with ledger inputs
Prophix uses governed calculation worksheets linked to report layouts to keep financial statement publishing consistent across cycles. Prophix also reduces hand-copy steps via general ledger integration for statement inputs.
Interactive analysis workspaces for fast comparative iteration
Koyfin combines chart building with investor-style comparative layouts in one workspace for interactive financial statement analysis. Koyfin also includes screening and time-series exploration for trend and ratio workflows.
Choosing financial analysis software by workflow control and integration depth
The best choice depends on whether the organization needs gated approvals around edits, or whether versioned publishing for shared models is the core control mechanism. Both patterns reduce rework, but they change the admin model and the way teams iterate on analysis logic.
Integration depth and automation matter because financial statement analysis inputs often originate in ERP and general ledger systems. Options with general ledger integration and an automation or API surface support repeatable exports into management reporting formats without rebuilding spreadsheets each cycle.
Match governance to how edits happen in practice
Select Planful when approval-driven planning and reporting must tie line-level changes to audit history before management reporting publications go out. Select Macabacus or LiveFlow when teams need traceable audit history through controlled publishing and versioned model edits for recurring analysis packs.
Pick the modeling philosophy that fits existing finance work
Choose Vena when worksheet-like modeling is needed while keeping calculations aligned across departments through model-centric logic and controlled publishing. Choose Anaplan when driver-based, multidimensional planning model actions and scheduled processes replace manual spreadsheet data actions.
Plan for the path from source systems to analysis inputs
Select Planful or Prophix when general ledger integration and governed workflows reduce hand-copy steps for financial statement inputs. Select Fathom or LiveFlow when the workflow centers on regenerating report views from the same underlying analysis inputs with governed edits and audit trail preservation.
Validate automation and API needs for external pipelines
Choose FactSet when curated market and fundamentals datasets must feed internal systems through the FactSet API and automation. Choose Anaplan when internal standardized publishing and data actions need scheduled processes to avoid manual steps across reporting cycles.
Confirm that spreadsheet import and scenario work match complexity
Choose Koyfin for interactive comparative layouts and fast chart iteration with lightweight spreadsheet integration for analyst-driven ratio and trend exploration. Choose Macabacus or Fathom when starting from spreadsheets is expected, but review the model translation effort and import limits for complex workbook structures.
Run an admin effort check for hierarchy, consolidation, and performance
Plan for higher model mapping and configuration effort in Planful for first-time rollouts, especially when complex rollups require careful hierarchy setup. In Anaplan and Cube, validate that dimensionality and data preparation discipline supports model performance and alignment with account mappings and periods.
Who financial analysis software fits best
Financial analysis software fits teams that produce repeatable analysis outputs like management reporting packs, financial statement analysis views, and scenario runs. The fit hinges on how tightly the organization needs to control edits, publish deliverables, and capture audit history.
Finance groups also benefit when the tool reduces the manual path from general ledger sources to analysis exports. Integration depth and automation surfaces become decisive for organizations that route outputs into downstream systems or external reporting workflows.
FP&A teams publishing recurring management reporting packs with gated changes
Planful supports governed planning workflows where approvals tie to structured inputs and published outputs carry audit history. Prophix supports scheduled management pack publishing with report layouts tied to governed calculation worksheets.
Departmental analysts who need shared modeling logic and controlled versioned reporting
Vena keeps reporting aligned through model-centric calculations and controlled publishing that reduces manual refresh and reconciliation. Cube supports repeatable runs through workspace versioning with controlled access.
Teams that require traceability across analysis cycles and review cycles
Macabacus provides traceable audit history through managed publishing so analysis deliverables remain consistent across cycles. LiveFlow adds workflow automation with controlled publishing and versioned model edits to audit what changed in each analysis pack.
Finance organizations standardizing data actions and scenario publishing without spreadsheet steps
Anaplan uses model actions and scheduled processes so finance can run standardized data actions and publishing workflows across departments. Fathom reduces rebuild time by regenerating report views from the same underlying analysis inputs while preserving edit history.
Research and analytics teams routing curated fundamentals into internal and external reporting
FactSet provides curated fundamentals and analytics plus an API and automation so outputs can be routed into external pipelines. Koyfin supports interactive financial statement analysis with investor-style comparative layouts and configurable chart views for fast analyst iteration.
Common mistakes when adopting financial analysis software
Many failed rollouts come from treating financial analysis software like a reporting dashboard layer only. These tools depend on disciplined configuration of models, publishing workflows, and mappings so audit history and calculation alignment hold over time.
The second recurring mistake is underestimating integration and automation requirements for throughput. When general ledger refresh scheduling, automation granularity, or API workflow complexity is ignored, teams end up rebuilding spreadsheets or doing manual reconciliation for each cycle.
Skipping a governance design for who edits and who approves
Planful and Macabacus both emphasize controlled publishing and audit history, but selecting without defining approval roles leads to avoidable rework. Map the approval workflow to the exact line-level inputs before onboarding users.
Underestimating model mapping and configuration effort for dimensional structures
Planful reports high model mapping and configuration effort for first-time rollouts, and complex rollups require careful hierarchy setup. Vena also requires disciplined mapping to dimensions, and Anaplan performance depends on dimensionality choices and calculation design discipline.
Assuming spreadsheet import covers complex workbook logic
Fathom can miss complex workbook structures during spreadsheet import, so teams can lose model structure and calculation nuance. Macabacus also requires model translation effort when starting from spreadsheets, which slows scenario builds that depend on maintainable logic.
Choosing interactive analysis tools without planning for consolidation and GL-level reporting depth
Koyfin’s strengths focus on interactive comparative analysis, and it has limited depth for GL-level management reporting and multi-entity consolidation needs. If consolidation rules are central, Prophix and Planful better align with ledger-synchronized inputs and governed publishing workflows.
Overbuilding custom automation workflows without accounting for complexity
FactSet API workflows gain speed from curated datasets, but complexity rises quickly when building custom workflows and data joins. LiveFlow and Cube also require disciplined configuration when data sourcing and model customization increase.
How We Selected and Ranked These Tools
We evaluated each financial analysis software package on features depth, ease of use, and value, with features weighted at 40%, ease and value each weighted at 30%. Planful separated in the ranking because approval-driven planning and reporting workflows tie line-level changes to structured inputs and audit history, while general ledger integration supports refresh from source systems.
Vena rated highly for model-centric calculations and controlled publishing that reduces manual refresh and reconciliation across departments. Macabacus placed strongly on traceable audit history through managed publishing and reusable calculation logic that supports consistent multi-period analysis.
Frequently Asked Questions About financial analysis software
How do Planful, Vena, and Macabacus differ in publishing workflows for budget-to-actual reporting?
Which tool uses APIs for data load and process execution in planning and forecasting workflows?
How does Vena handle data loading and calculation reuse compared with Fathom’s report regeneration workflow?
When should a team select Cube instead of Koyfin for interactive comparative analysis?
What breaks if a team tries to use worksheet-style modeling in Planful for repeatable variance and scenario packs?
How do admin controls and audit logs differ across Macabacus, LiveFlow, and Cube?
Which platform is designed around market-data content and API-driven research workflows rather than ledger-synchronized reporting packs?
How does Prophix keep financial statement layouts consistent across reporting cycles compared with Anaplan’s model action approach?
What should an administrator verify before migrating existing spreadsheets into Vena, Prophix, or Cube?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
- Business FinanceTop 10 Best Financial Statement Analysis Software of 2026
- Data Science AnalyticsTop 10 Best Financial Data Analysis Software of 2026
- Finance Financial ServicesTop 10 Best Financial Ratio Analysis Software of 2026
- Finance Financial ServicesTop 10 Best Investment Portfolio Analysis Software of 2026
- Finance Financial ServicesTop 10 Best Bank Fee Analysis Software of 2026
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