# Top 10 Abacum Alternatives & Competitors
**Average Rating:** 4.7/5
**Total Number of Reviews:** 150
Research alternative solutions to Abacum on G2, with real user reviews on competing tools. Budgeting and Forecasting Software is a widely used technology, and many people are seeking time saving, popular software solutions with reports interface, data discovery, and search. Other important factors to consider when researching alternatives to Abacum include data sources and integration. The best overall Abacum alternative is Pigment. Other similar apps like Abacum are Causal, Datarails, Vena, and Drivetrain. Abacum alternatives can be found in [Budgeting and Forecasting Software](https://www.g2.com/categories/budgeting-and-forecasting) but may also be in [FP&A Software](https://www.g2.com/categories/fp-a-financial-planning-analysis) or [Financial Close Software](https://www.g2.com/categories/financial-close).


## Best Paid & Free Alternatives to Abacum
  - [Pigment](https://www.g2.com/products/pigment-2024-01-19/reviews)
  - [Causal](https://www.g2.com/products/lucanet-ag-causal/reviews)
  - [Datarails](https://www.g2.com/products/datarails/reviews)
  - [Vena](https://www.g2.com/products/vena/reviews)
  - [Drivetrain](https://www.g2.com/products/drivetrain-drivetrain/reviews)
  - [Planful](https://www.g2.com/products/planful/reviews)
  - [Anaplan](https://www.g2.com/products/anaplan/reviews)
  - [Workday Adaptive Planning](https://www.g2.com/products/workday-adaptive-planning/reviews)
  - [LiveFlow](https://www.g2.com/products/liveflow/reviews)
  - [Workiva](https://www.g2.com/products/workiva-workiva/reviews)

## Top 10 Alternatives to Abacum Recently Reviewed By G2 Community
Browse options below. Based on reviewer data, you can see how Abacum stacks up to the competition, check reviews from current & previous users in industries like Computer Software, Consumer Services, and Health, Wellness and Fitness, and find the best product for your business.


  ### 1. [Pigment](https://www.g2.com/products/pigment-2024-01-19/reviews)
By Pigment
**Average Rating:** 4.6/5
**Total Reviews:** 111
The all-in-one business planning platform for finance and revenue teams to plan & forecast your business in real-time, model scenarios and make better decisions


Reviewers say compared to Abacum, Pigment is:
- Slower to reach roi
- Easier to do business with
Categories in common with Abacum: [FP&A (Financial Planning & Analysis)](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Budgeting and Forecasting](https://www.g2.com/categories/budgeting-and-forecasting), [Sales Planning](https://www.g2.com/categories/sales-planning), [Financial Analysis](https://www.g2.com/categories/financial-analysis), [Data Visualization](https://www.g2.com/categories/data-visualization-tools)

**Compare:** [Abacum vs Pigment](https://www.g2.com/compare/abacum-vs-pigment-2024-01-19)
**Compare Pigment with other alternatives:**
- [Pigment vs Causal](https://www.g2.com/compare/lucanet-ag-causal-vs-pigment-2024-01-19)
- [Pigment vs Datarails](https://www.g2.com/compare/datarails-vs-pigment-2024-01-19)
- [Pigment vs Vena](https://www.g2.com/compare/pigment-2024-01-19-vs-vena)
- [Pigment vs Drivetrain](https://www.g2.com/compare/drivetrain-drivetrain-vs-pigment-2024-01-19)
- [Pigment vs Planful](https://www.g2.com/compare/pigment-2024-01-19-vs-planful)
- [Pigment vs Anaplan](https://www.g2.com/compare/anaplan-vs-pigment-2024-01-19)
- [Pigment vs Workday Adaptive Planning](https://www.g2.com/compare/pigment-2024-01-19-vs-workday-adaptive-planning)
- [Pigment vs LiveFlow](https://www.g2.com/compare/liveflow-vs-pigment-2024-01-19)
- [Pigment vs Workiva](https://www.g2.com/compare/pigment-2024-01-19-vs-workiva-workiva)

  ### 2. [Causal](https://www.g2.com/products/lucanet-ag-causal/reviews)
By Lucanet AG
**Average Rating:** 4.6/5
**Total Reviews:** 256
Causal replaces your spreadsheets with a better way to build models, connect to data (accounting, CRM), and share dashboards with your team. Sign up for free.


Reviewers say compared to Abacum, Causal is:
- Easier to set up
Categories in common with Abacum: [FP&A (Financial Planning & Analysis)](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Budgeting and Forecasting](https://www.g2.com/categories/budgeting-and-forecasting), [Financial Analysis](https://www.g2.com/categories/financial-analysis)

**Compare:** [Abacum vs Causal](https://www.g2.com/compare/abacum-vs-lucanet-ag-causal)
**Compare Causal with other alternatives:**
- [Causal vs Pigment](https://www.g2.com/compare/lucanet-ag-causal-vs-pigment-2024-01-19)
- [Causal vs Datarails](https://www.g2.com/compare/lucanet-ag-causal-vs-datarails)
- [Causal vs Vena](https://www.g2.com/compare/lucanet-ag-causal-vs-vena)
- [Causal vs Drivetrain](https://www.g2.com/compare/lucanet-ag-causal-vs-drivetrain-drivetrain)
- [Causal vs Planful](https://www.g2.com/compare/lucanet-ag-causal-vs-planful)
- [Causal vs Anaplan](https://www.g2.com/compare/anaplan-vs-lucanet-ag-causal)
- [Causal vs Workday Adaptive Planning](https://www.g2.com/compare/lucanet-ag-causal-vs-workday-adaptive-planning)
- [Causal vs LiveFlow](https://www.g2.com/compare/lucanet-ag-causal-vs-liveflow)
- [Causal vs Workiva](https://www.g2.com/compare/lucanet-ag-causal-vs-workiva-workiva)

  ### 3. [Datarails](https://www.g2.com/products/datarails/reviews)
By Datarails
**Average Rating:** 4.6/5
**Total Reviews:** 365
Data Integrity for Spreadsheets. Datarails is a spreadsheet management solution for financial organizations.


Reviewers say compared to Abacum, Datarails is:
- Slower to reach roi
Categories in common with Abacum: [FP&A (Financial Planning & Analysis)](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Budgeting and Forecasting](https://www.g2.com/categories/budgeting-and-forecasting), [Financial Analysis](https://www.g2.com/categories/financial-analysis)

**Compare:** [Abacum vs Datarails](https://www.g2.com/compare/abacum-vs-datarails)
**Compare Datarails with other alternatives:**
- [Datarails vs Pigment](https://www.g2.com/compare/datarails-vs-pigment-2024-01-19)
- [Datarails vs Causal](https://www.g2.com/compare/lucanet-ag-causal-vs-datarails)
- [Datarails vs Vena](https://www.g2.com/compare/datarails-vs-vena)
- [Datarails vs Drivetrain](https://www.g2.com/compare/datarails-vs-drivetrain-drivetrain)
- [Datarails vs Planful](https://www.g2.com/compare/datarails-vs-planful)
- [Datarails vs Anaplan](https://www.g2.com/compare/anaplan-vs-datarails)
- [Datarails vs Workday Adaptive Planning](https://www.g2.com/compare/datarails-vs-workday-adaptive-planning)
- [Datarails vs LiveFlow](https://www.g2.com/compare/datarails-vs-liveflow)
- [Datarails vs Workiva](https://www.g2.com/compare/datarails-vs-workiva-workiva)

  ### 4. [Vena](https://www.g2.com/products/vena/reviews)
By Vena Solutions
**Average Rating:** 4.5/5
**Total Reviews:** 478
Vena’s corporate performance management software combines native Microsoft® Excel® with the sophisticated workflow, audit capabilities, business rules and central database of an enterprise-class solution.


Reviewers say compared to Abacum, Vena is:
- Slower to reach roi
Categories in common with Abacum: [FP&A (Financial Planning & Analysis)](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Budgeting and Forecasting](https://www.g2.com/categories/budgeting-and-forecasting), [Sales Planning](https://www.g2.com/categories/sales-planning), [Financial Analysis](https://www.g2.com/categories/financial-analysis)

**Compare:** [Abacum vs Vena](https://www.g2.com/compare/abacum-vs-vena)
**Compare Vena with other alternatives:**
- [Vena vs Pigment](https://www.g2.com/compare/pigment-2024-01-19-vs-vena)
- [Vena vs Causal](https://www.g2.com/compare/lucanet-ag-causal-vs-vena)
- [Vena vs Datarails](https://www.g2.com/compare/datarails-vs-vena)
- [Vena vs Drivetrain](https://www.g2.com/compare/drivetrain-drivetrain-vs-vena)
- [Vena vs Planful](https://www.g2.com/compare/planful-vs-vena)
- [Vena vs Anaplan](https://www.g2.com/compare/anaplan-vs-vena)
- [Vena vs Workday Adaptive Planning](https://www.g2.com/compare/vena-vs-workday-adaptive-planning)
- [Vena vs LiveFlow](https://www.g2.com/compare/liveflow-vs-vena)
- [Vena vs Workiva](https://www.g2.com/compare/vena-vs-workiva-workiva)

  ### 5. [Drivetrain](https://www.g2.com/products/drivetrain-drivetrain/reviews)
By Drivetrain
**Average Rating:** 4.8/5
**Total Reviews:** 114
Modern finance teams are looking for better ways to plan and make decisions based on data. The existing tools are either legacy systems built with age-old tech, available only to the top-end Enterprises and requiring tedious implementations. The other alternative is to resort to spreadsheets with their obvious limitations and flaws. Drivetrain is building a strategic finance platform that enables finance teams become a strategic partner to the CEO in making confident data-backed decisions and in bringing predictability in business growth.


Reviewers say compared to Abacum, Drivetrain is:
- Better at meeting requirements
- Easier to do business with
- Better at support
Categories in common with Abacum: [FP&A (Financial Planning & Analysis)](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Budgeting and Forecasting](https://www.g2.com/categories/budgeting-and-forecasting), [Sales Planning](https://www.g2.com/categories/sales-planning), [Financial Analysis](https://www.g2.com/categories/financial-analysis), [Data Visualization](https://www.g2.com/categories/data-visualization-tools)

**Compare:** [Abacum vs Drivetrain](https://www.g2.com/compare/abacum-vs-drivetrain-drivetrain)
**Compare Drivetrain with other alternatives:**
- [Drivetrain vs Pigment](https://www.g2.com/compare/drivetrain-drivetrain-vs-pigment-2024-01-19)
- [Drivetrain vs Causal](https://www.g2.com/compare/lucanet-ag-causal-vs-drivetrain-drivetrain)
- [Drivetrain vs Datarails](https://www.g2.com/compare/datarails-vs-drivetrain-drivetrain)
- [Drivetrain vs Vena](https://www.g2.com/compare/drivetrain-drivetrain-vs-vena)
- [Drivetrain vs Planful](https://www.g2.com/compare/drivetrain-drivetrain-vs-planful)
- [Drivetrain vs Anaplan](https://www.g2.com/compare/anaplan-vs-drivetrain-drivetrain)
- [Drivetrain vs Workday Adaptive Planning](https://www.g2.com/compare/drivetrain-drivetrain-vs-workday-adaptive-planning)
- [Drivetrain vs LiveFlow](https://www.g2.com/compare/drivetrain-drivetrain-vs-liveflow)
- [Drivetrain vs Workiva](https://www.g2.com/compare/drivetrain-drivetrain-vs-workiva-workiva)

  ### 6. [Planful](https://www.g2.com/products/planful/reviews)
By Planful
**Average Rating:** 4.3/5
**Total Reviews:** 501
Planful (formerly Host Analytics) is a leading financial planning and analysis (FP&A) cloud platform that enables customers to achieve the vision of Continuous Planning.


Reviewers say compared to Abacum, Planful is:
- Slower to reach roi
Categories in common with Abacum: [FP&A (Financial Planning & Analysis)](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Budgeting and Forecasting](https://www.g2.com/categories/budgeting-and-forecasting)

**Compare:** [Abacum vs Planful](https://www.g2.com/compare/abacum-vs-planful)
**Compare Planful with other alternatives:**
- [Planful vs Pigment](https://www.g2.com/compare/pigment-2024-01-19-vs-planful)
- [Planful vs Causal](https://www.g2.com/compare/lucanet-ag-causal-vs-planful)
- [Planful vs Datarails](https://www.g2.com/compare/datarails-vs-planful)
- [Planful vs Vena](https://www.g2.com/compare/planful-vs-vena)
- [Planful vs Drivetrain](https://www.g2.com/compare/drivetrain-drivetrain-vs-planful)
- [Planful vs Anaplan](https://www.g2.com/compare/anaplan-vs-planful)
- [Planful vs Workday Adaptive Planning](https://www.g2.com/compare/planful-vs-workday-adaptive-planning)
- [Planful vs LiveFlow](https://www.g2.com/compare/liveflow-vs-planful)
- [Planful vs Workiva](https://www.g2.com/compare/planful-vs-workiva-workiva)

  ### 7. [Anaplan](https://www.g2.com/products/anaplan/reviews)
By Anaplan
**Average Rating:** 4.6/5
**Total Reviews:** 461
Anaplan provides a SaaS business modeling and planning platform for enterprise planning. It serves multiple functions across the business including: Finance, Marketing, Sales, Supply Chain, and Workforce.


Reviewers say compared to Abacum, Anaplan is:
- Slower to reach roi
- More expensive
Categories in common with Abacum: [FP&A (Financial Planning & Analysis)](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Budgeting and Forecasting](https://www.g2.com/categories/budgeting-and-forecasting), [Sales Planning](https://www.g2.com/categories/sales-planning), [Workforce Planning](https://www.g2.com/categories/workforce-planning)

**Compare:** [Abacum vs Anaplan](https://www.g2.com/compare/abacum-vs-anaplan)
**Compare Anaplan with other alternatives:**
- [Anaplan vs Pigment](https://www.g2.com/compare/anaplan-vs-pigment-2024-01-19)
- [Anaplan vs Causal](https://www.g2.com/compare/anaplan-vs-lucanet-ag-causal)
- [Anaplan vs Datarails](https://www.g2.com/compare/anaplan-vs-datarails)
- [Anaplan vs Vena](https://www.g2.com/compare/anaplan-vs-vena)
- [Anaplan vs Drivetrain](https://www.g2.com/compare/anaplan-vs-drivetrain-drivetrain)
- [Anaplan vs Planful](https://www.g2.com/compare/anaplan-vs-planful)
- [Anaplan vs Workday Adaptive Planning](https://www.g2.com/compare/anaplan-vs-workday-adaptive-planning)
- [Anaplan vs LiveFlow](https://www.g2.com/compare/anaplan-vs-liveflow)
- [Anaplan vs Workiva](https://www.g2.com/compare/anaplan-vs-workiva-workiva)

  ### 8. [Workday Adaptive Planning](https://www.g2.com/products/workday-adaptive-planning/reviews)
By Workday
**Average Rating:** 4.3/5
**Total Reviews:** 355
The Total Economic Impact™ of Workday Adaptive Planning Workday Adaptive Planning - Financial Planning Datasheet Workday Adaptive Planning Strategic Workforce Planning


Reviewers say compared to Abacum, Workday Adaptive Planning is:
- Slower to reach roi
Categories in common with Abacum: [FP&A (Financial Planning & Analysis)](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Budgeting and Forecasting](https://www.g2.com/categories/budgeting-and-forecasting), [Sales Planning](https://www.g2.com/categories/sales-planning), [Workforce Planning](https://www.g2.com/categories/workforce-planning)

**Compare:** [Abacum vs Workday Adaptive Planning](https://www.g2.com/compare/abacum-vs-workday-adaptive-planning)
**Compare Workday Adaptive Planning with other alternatives:**
- [Workday Adaptive Planning vs Pigment](https://www.g2.com/compare/pigment-2024-01-19-vs-workday-adaptive-planning)
- [Workday Adaptive Planning vs Causal](https://www.g2.com/compare/lucanet-ag-causal-vs-workday-adaptive-planning)
- [Workday Adaptive Planning vs Datarails](https://www.g2.com/compare/datarails-vs-workday-adaptive-planning)
- [Workday Adaptive Planning vs Vena](https://www.g2.com/compare/vena-vs-workday-adaptive-planning)
- [Workday Adaptive Planning vs Drivetrain](https://www.g2.com/compare/drivetrain-drivetrain-vs-workday-adaptive-planning)
- [Workday Adaptive Planning vs Planful](https://www.g2.com/compare/planful-vs-workday-adaptive-planning)
- [Workday Adaptive Planning vs Anaplan](https://www.g2.com/compare/anaplan-vs-workday-adaptive-planning)
- [Workday Adaptive Planning vs LiveFlow](https://www.g2.com/compare/liveflow-vs-workday-adaptive-planning)
- [Workday Adaptive Planning vs Workiva](https://www.g2.com/compare/workday-adaptive-planning-vs-workiva-workiva)

  ### 9. [LiveFlow](https://www.g2.com/products/liveflow/reviews)
By LiveFlow
**Average Rating:** 4.9/5
**Total Reviews:** 332
LiveFlow is an FP&A platform designed for financial professionals working in QuickBooks Online who want to speed up their reporting and consolidation workflows and create live, impactful reporting in minutes.


Reviewers say compared to Abacum, LiveFlow is:
- Easier to set up
- More expensive
- Easier to admin
Categories in common with Abacum: [FP&A (Financial Planning & Analysis)](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Budgeting and Forecasting](https://www.g2.com/categories/budgeting-and-forecasting), [Financial Analysis](https://www.g2.com/categories/financial-analysis)

**Compare:** [Abacum vs LiveFlow](https://www.g2.com/compare/abacum-vs-liveflow)
**Compare LiveFlow with other alternatives:**
- [LiveFlow vs Pigment](https://www.g2.com/compare/liveflow-vs-pigment-2024-01-19)
- [LiveFlow vs Causal](https://www.g2.com/compare/lucanet-ag-causal-vs-liveflow)
- [LiveFlow vs Datarails](https://www.g2.com/compare/datarails-vs-liveflow)
- [LiveFlow vs Vena](https://www.g2.com/compare/liveflow-vs-vena)
- [LiveFlow vs Drivetrain](https://www.g2.com/compare/drivetrain-drivetrain-vs-liveflow)
- [LiveFlow vs Planful](https://www.g2.com/compare/liveflow-vs-planful)
- [LiveFlow vs Anaplan](https://www.g2.com/compare/anaplan-vs-liveflow)
- [LiveFlow vs Workday Adaptive Planning](https://www.g2.com/compare/liveflow-vs-workday-adaptive-planning)
- [LiveFlow vs Workiva](https://www.g2.com/compare/liveflow-vs-workiva-workiva)

  ### 10. [Workiva](https://www.g2.com/products/workiva-workiva/reviews)
By Workiva
**Average Rating:** 4.5/5
**Total Reviews:** 2,148
Workiva (NYSE:WK) Wdesk is a cloud-based productivity platform for enterprises that collect, link, report, and analyze business data with control and accountability.


Categories in common with Abacum: [FP&A (Financial Planning & Analysis)](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Budgeting and Forecasting](https://www.g2.com/categories/budgeting-and-forecasting)

**Compare:** [Abacum vs Workiva](https://www.g2.com/compare/abacum-vs-workiva-workiva)
**Compare Workiva with other alternatives:**
- [Workiva vs Pigment](https://www.g2.com/compare/pigment-2024-01-19-vs-workiva-workiva)
- [Workiva vs Causal](https://www.g2.com/compare/lucanet-ag-causal-vs-workiva-workiva)
- [Workiva vs Datarails](https://www.g2.com/compare/datarails-vs-workiva-workiva)
- [Workiva vs Vena](https://www.g2.com/compare/vena-vs-workiva-workiva)
- [Workiva vs Drivetrain](https://www.g2.com/compare/drivetrain-drivetrain-vs-workiva-workiva)
- [Workiva vs Planful](https://www.g2.com/compare/planful-vs-workiva-workiva)
- [Workiva vs Anaplan](https://www.g2.com/compare/anaplan-vs-workiva-workiva)
- [Workiva vs Workday Adaptive Planning](https://www.g2.com/compare/workday-adaptive-planning-vs-workiva-workiva)
- [Workiva vs LiveFlow](https://www.g2.com/compare/liveflow-vs-workiva-workiva)


---
## Abacum Alternatives FAQs

### What are the best alternatives to Abacum?

The best alternatives to Abacum include [Pigment](https://www.g2.com/products/pigment-2024-01-19/reviews) (4.6/5 stars, 105 reviews), [Mosaic Tech](https://www.g2.com/products/mosaic-tech/reviews) (4.6/5 stars, 217 reviews), [Causal](https://www.g2.com/products/lucanet-ag-causal/reviews) (4.6/5 stars, 256 reviews), and [Datarails](https://www.g2.com/products/datarails/reviews) (4.6/5 stars, 350 reviews). These alternatives offer strong budgeting and forecasting capabilities with varying strengths in ease of use, integration, and reporting.



### What features do alternatives offer that Abacum does not?

Abacum lacks some advanced visualization options comparable to Excel's chart-building capabilities and has limited flexibility for viewers within spaces to apply filters or modify views independently. It also has fewer direct integrations with certain ERP systems and BI tools like Power BI compared to alternatives.



### Which Budgeting and Forecasting tools do reviewers recommend instead of Abacum?

Reviewers recommend [Pigment](https://www.g2.com/products/pigment-2024-01-19/reviews) for its unmatched flexibility, multidimensional modeling, real-time collaboration, and strong customer support, making it ideal for complex scenario planning and integrated business planning. [Mosaic Tech](https://www.g2.com/products/mosaic-tech/reviews) is favored for its seamless integration with multiple systems (ERP, CRM, HRIS), real-time data consolidation, and user-friendly interface that accelerates financial reporting and forecasting, especially for SaaS businesses. [Causal](https://www.g2.com/products/lucanet-ag-causal/reviews) is praised for its intuitive interface, powerful scenario modeling, and live data integrations, providing a spreadsheet-like experience with enhanced collaboration and version control. [Datarails](https://www.g2.com/products/datarails/reviews) is recommended for organizations seeking strong Excel integration, automated reporting, and dynamic dashboards that streamline financial consolidation and analysis while preserving familiar workflows.



### How does Abacum compare to Pigment?

According to G2 data, [Abacum](https://www.g2.com/products/abacum/reviews) holds a higher average rating of 4.8/5 from 144 reviews compared to [Pigment](https://www.g2.com/products/pigment-2024-01-19/reviews)'s 4.6/5 from 105 reviews. Abacum leads Pigment by 0.3 points in meeting requirements (9.1 vs 8.8), usability (9.1 vs 8.2), ease of setup (8.4 vs 8.0), ease of administration (9.1 vs 8.5), and support (9.8 vs 9.6). Pigment holds a slight 0.1-point advantage in ease of doing business (9.6 vs 9.5). Users praise Abacum for its ease of use (20 mentions), customer support (20 mentions), and implementation ease (15 mentions), highlighting its clean, intuitive interface, strong integrations, and collaborative features that streamline financial planning and forecasting. Pigment is recognized for its flexibility, powerful data modeling, and AI capabilities, with users noting its real-time collaboration and scenario planning strengths. However, Pigment's learning curve and complexity in formula building are noted challenges. Both platforms have some performance and setup complexities, but Abacum's faster product updates and responsive support contribute to a smoother user experience. Overall, Abacum is favored for usability and support, while Pigment is valued for its flexibility and advanced modeling.



### Why do users choose Pigment over Abacum?

Users choose [Pigment](https://www.g2.com/products/pigment-2024-01-19/reviews) over Abacum primarily for its exceptional flexibility and powerful multidimensional data modeling capabilities, which allow organizations to build highly customized and scalable financial and operational plans. Pigment's AI-powered features, including agent models that enable rapid analysis across multiple scenarios, provide a unique advantage in handling complex forecasting and planning tasks. The platform's real-time collaboration, scenario planning, and clean, modern interface facilitate efficient decision-making and cross-functional integration. Additionally, Pigment's API-first architecture supports seamless integration with core systems, enabling a consolidated single source of truth that reduces manual data handling and saves significant reporting time. Users also appreciate Pigment's active product evolution and responsive customer support. These strengths make Pigment particularly attractive for organizations seeking a highly adaptable and innovative EPM platform despite its steeper learning curve and initial setup complexity.




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