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Ranking · FP&A & Financial Forecasting Software

Best Forecasting Tools with Scenario Planning

6 products scored on six criteria. Jedox leads at 9.0 and the field is tight, with 0.3 points between first and last, so read the catches before you pick. Every product opens to the evidence behind its number.

6 products scored6 criteria65 sources citedUpdated Aug 15, 2026
Jump to the ranking How the scores work
1 Jedoxjedox.com

Jedox wins 3 years running, pricing stays hidden

Read the reviewVisit ↗
2 Anaplananaplan.com

Anaplan scales across trillions of cells, costs $30k+/year

Read the reviewVisit ↗
3 Pigmentpigment.com

Agentic AI planning tool, but hidden seat fees add up

Read the reviewVisit ↗
6Products
8.7 to 9.0Score spread
0Free plan or tier
01

The ranking

Order follows the score. Six little boxes show each product's criterion scores: green or red is above or below the category average, grey means too few products share that criterion to compare. The full review sits right under each one.

Nothing matches that filter here. Tap All to see every product.

1

Jedox

jedox.com · Jedox Scenario Planning · scored Dec 2025

Jedox wins 3 years running, pricing stays hidden

Best forFinance teams wanting Excel-familiar planning inside a secure enterprise platform

From $160 per user/mo Gartner LeaderExcel-nativeISO 27001
Top score
Visit Jedox ↗ See the evidence

Excel-native FP&A platform with AI forecasting wizards and a Single Source of Truth for scenarios.

Standout factJedox has been named a Gartner Magic Quadrant Leader for Financial Planning Software for three consecutive years.jedox.com
Biggest catchReported pricing starts around $160 per user monthly, and official rates require a custom quote.getapp.com
3 yearsGartner Leader streakjedox.com
2,900+Customers servedjedox.com
~$160/user/moReported starting pricegetapp.com

Standout number

2,900+organizations served across 140 countries

Source: jedox.com

In their words

“Starting price... 160 per user / per month.”

getapp.com

Upside

  • Excel-like interface for finance teams
  • AIssisted planning wizards included
  • Gartner Leader 3 years running

Catch

  • Steep learning curve at setup
  • Performance lags on huge datasets
  • Pricing needs a custom quote
Pick it ifFinance teams wanting Excel-familiar planning inside a secure enterprise platform
Skip it ifTeams wanting to fully move away from spreadsheet-based workflows
PricingReported from ~$160/user/month, custom quote required

Editor's takeJedox has been named a Gartner Magic Quadrant Leader for Financial Planning Software for three straight years, serving 2,900-plus organizations. Its Excel-like interface and native Jedox Integrator ETL tool cut down setup time for finance teams. Pricing is quote-based, though third-party estimates put costs around $160 per user monthly.

How much does Jedox cost?

Jedox does not publish pricing. Third-party estimates put costs around $160 per user monthly, though official pricing requires a custom quote.

Is Jedox recognized by industry analysts?

Yes. Jedox has been named a Leader in the Gartner Magic Quadrant for Financial Planning Software for three consecutive years.

The evidence: 6 criteria
9.3
Product Capability & Depthjedox.comjedox.com
9.0
Market Credibility & Trust Signals
8.8
Usability & Customer Experiencejedox.com
8.7
Value, Pricing & Transparencyjedox.com
9.1
Integrations & Ecosystem Strength
9.2
Security, Compliance & Data Protection
Visit Jedox ↗ Back to the top of the ranking
2

Anaplan

anaplan.com · Anaplan Scenario Planning · scored Dec 2025

Anaplan scales across trillions of cells, costs $30k+/year

Best forLarge enterprises needing complex, multi-dimensional modeling across departments.

From $30,000 per year SOC 2ISO 27001enterprise
−0.1 vs #1
Visit Anaplan ↗ See the evidence

Enterprise planning platform using the Hyperblock engine for real-time, multi-dimensional scenario modeling.

Standout factUsed by more than 2,500 brands, including nearly half of the Fortune 50.anaplan.com
Biggest catchEntry-level costs run $30,000 to $50,000 a year, and consultant fees can double the total.fuelfinance.me
2,500+Brands using Anaplananaplan.com
~50%Fortune 50 adoptionanaplan.com
$30,000-$50,000/yrEstimated entry pricecubesoftware.com

By the numbers

2,500+brands using Anaplan
~50%of Fortune 50 use Anaplan
8-24 wkstypical implementation time

Source: anaplan.com

In their words

“The entry-level is anywhere from about $30,000 to $50,000 a year, however, it does go up significantly after that depending on the complexity and how much space you're using.”

cubesoftware.com

Upside

  • Hyperblock engine, real-time modeling
  • Scales across trillions of cells
  • Gartner Magic Quadrant Leader

Catch

  • Entry cost $30k-$50k/year
  • Consultant fees can double cost
  • Implementation takes 8-24 weeks
Pick it ifLarge enterprises needing complex, multi-dimensional modeling across departments.
Skip it ifSmall businesses or startups with limited budgets and simple needs.
PricingCustom quotes; estimated $30,000-$50,000/year plus implementation.

Editor's takeAnaplan's Hyperblock engine recalculates scenarios across trillions of cells in memory, and its PlanIQ module adds machine-learning forecasting on top. It has held Gartner Magic Quadrant Leader status for Financial Planning Software multiple years running and serves nearly half of the Fortune 50. Getting there is expensive. Entry-level pricing runs $30,000 to $50,000 a year, and implementation typically takes 8 to 24 weeks with consultant help.

How much does Anaplan cost?

Pricing is not public. Third-party estimates put entry-level costs between $30,000 and $50,000 annually, often doubling once implementation and consultant fees are added.

How long does Anaplan take to implement?

Typically 8 to 24 weeks, according to third-party pricing research, and it usually requires specialized consultant help given the platform's complexity.

The evidence: 6 criteria, 3 penalties (−0.16 points)
9.4
Product Capability & DepthLooked for: We evaluate the platform's ability to handle complex multi-dimensional modeling, real-time calculations, and predictive forecasting scenarios.Anaplan leverages its proprietary Hyperblock™ in-memory engine to enable real-time 'what-if' scenario planning across finance, supply chain, and sales, supported by AI-driven forecasting via PlanIQ.anaplan.comcubesoftware.comanaplan.com
9.6
Market Credibility & Trust SignalsLooked for: We assess industry recognition, analyst rankings, and adoption rates among major enterprise organizations.Anaplan is a dominant market leader, recognized as a Leader in the Gartner Magic Quadrant for Financial Planning Software for multiple consecutive years and used by nearly half of the Fortune 50.gartner.comanaplan.comanaplan.com
8.3
Usability & Customer ExperienceLooked for: We examine the user interface design, learning curve, and ease of adoption for both technical and business users.While the interface allows for flexible modeling, users consistently report a steep learning curve and a complex implementation process that often requires external consultants.help.anaplan.comg2.comfuelfinance.me
8.2
Value, Pricing & TransparencyLooked for: We look for clear public pricing, flexible tiering, and a total cost of ownership that aligns with the value provided.Anaplan does not publish pricing, and third-party sources indicate high entry costs ($30k-$50k+) with significant additional expenses for implementation and consultants.anaplan.comcubesoftware.comfuelfinance.me
9.3
Scalability & PerformanceLooked for: We evaluate the system's ability to handle large datasets, concurrent users, and complex calculations without performance degradation.The Hyperblock engine is specifically designed for enterprise scalability, capable of processing trillions of cells and supporting 'HyperModels' for massive data sets.anaplan.comanaplan.comcommunity.anaplan.com
9.5
Security, Compliance & Data ProtectionLooked for: We verify the presence of enterprise-grade security certifications, encryption standards, and data governance controls.Anaplan maintains a comprehensive security posture with SOC 1 & 2 audits, ISO 27001 certification, BYOK (Bring Your Own Key) encryption, and granular access controls.anaplan.comanaplan.com

Score adjustments−0.16 points in total

−0.05The platform lacks public pricing transparency, and users report high costs associated with implementation and ongoing consultant fees.fuelfinance.me · severity 65/100
−0.06Users consistently report a steep learning curve, noting that the platform is difficult to master without specialized training or external consultants.g2.com · severity 60/100
−0.05Implementation timelines are lengthy, often taking 8-24 weeks, which delays time-to-value compared to simpler solutions.fuelfinance.me · severity 50/100
Visit Anaplan ↗ Back to the top of the ranking
3

Pigment

pigment.com · Pigment Budgeting & Forecasting · scored Jan 2026

Agentic AI planning tool, but hidden seat fees add up

Best forMid-market to enterprise finance teams modeling complex scenarios

Quote only Agentic AISOC 2Gartner Visionary
−0.2 vs #1
Visit Pigment ↗ See the evidence

A business planning platform using multidimensional modeling and Agentic AI for real-time scenario forecasting.

Standout factHolds a 4.6 out of 5 rating on G2thefinanceweekly.com
Biggest catchUse Case Contributor Seats are a significant hidden cost beyond the base license.vendr.com
4.6/5G2 ratingthefinanceweekly.com
9.4/10Security, Compliance score

In their words

“Pigment... today launched its first AI agent, the Analyst Agent, as well as its roadmap to incorporate more AI agents into its platform.”

prnewswire.com

Compliance

✓ SOC 1 Type 2✓ SOC 2 Type 2✓ GDPR✓ CCPA

Source: pigment.com

Upside

  • Agentic AI for planning tasks
  • Real-time scenario modeling
  • Native NetSuite and Salesforce connectors

Catch

  • Steep formula learning curve
  • Hidden Use Case Seat costs
  • Restricted visualization formatting
Pick it ifMid-market to enterprise finance teams modeling complex scenarios
Skip it ifTeams unwilling to learn a new formula and modeling syntax
PricingContact for pricing, 14-day free trial available

Editor's takePigment's newest push is Agentic AI, with Analyst, Planner, and Modeler agents that automate parts of financial reasoning. It is a Gartner Visionary with a 4.6-star G2 rating and enterprise clients like Unilever and Snowflake. The catch is cost structure, per Vendr, which flags Use Case Contributor Seats as a hidden expense on top of the base license.

Does Pigment have hidden costs?

Reviewers point to one. Vendr identifies 'Use Case Contributor Seats,' specialized licenses for planning-scenario users, as a significant cost beyond the standard Explorer, Contributor, and Editor tiers.

Is Pigment hard to learn?

Many users say yes. G2 reviewers describe Pigment as 'challenging to get used to at first,' citing its proprietary formula syntax, according to a CubeSoftware review roundup.

The evidence: 6 criteria, 3 penalties (−0.18 points)
9.1
Product Capability & DepthLooked for: We evaluate the software's ability to handle complex multidimensional modeling, scenario planning, and AI-driven forecasting without breaking.Pigment offers a robust multidimensional modeling engine with 'Agentic AI' capabilities, real-time scenario planning, and granular access controls, though complex formulas can be challenging.prnewswire.comg2.comcubesoftware.com
9.3
Market Credibility & Trust SignalsLooked for: We look for adoption by enterprise-tier companies, recognition from major analyst firms, and verified high ratings on review platforms.Pigment is a G2 Category Leader and Gartner Visionary, trusted by major enterprises like Unilever, Snowflake, and Figma.pigment.comg2.comthefinanceweekly.com
8.6
Usability & Customer ExperienceLooked for: We assess the balance between a modern user interface and the learning curve required to master complex features.While the UI is praised for being modern and flexible, multiple sources cite a steep learning curve and complex formula syntax for new users.cubesoftware.comdrivetrain.aicubesoftware.com
8.2
Value, Pricing & TransparencyLooked for: We look for clear public pricing, flexible licensing models, and an absence of hidden costs or confusing tiers.Pricing is not public; third-party data indicates seat-based costs with potential hidden fees for 'Use Case Contributor' seats.g2.comvendr.comkb.pigment.com
9.4
Security, Compliance & Data ProtectionLooked for: We verify the presence of critical certifications like SOC 2, GDPR compliance, and enterprise-grade encryption standards.Pigment maintains top-tier security standards including SOC 1 & 2 Type 2, GDPR, CCPA, and encryption at rest and in transit.pigment.compigment.compigment.com
9.0
Integrations & Ecosystem StrengthLooked for: We look for native connectors to major ERP, CRM, and HRIS systems, as well as API availability for custom connections.Pigment offers native connectors for NetSuite, Salesforce, Workday, and Snowflake, along with generic APIs and Google Sheets integration.kb.pigment.comkb.pigment.compigment.com

Score adjustments−0.18 points in total

−0.07Users consistently report a steep learning curve due to complex proprietary formulas and syntax, making it difficult for non-technical finance teams to become autonomous quickly.cubesoftware.com · severity 65/100
−0.04Hidden costs associated with 'Use Case Contributor Seats' can significantly increase the total cost of ownership beyond the initial license fees.vendr.com · severity 55/100
−0.07Visualization and formatting options are described as restricted or 'clunky' by some users, limiting the ability to customize board designs compared to dedicated BI tools.drivetrain.ai · severity 50/100
Visit Pigment ↗ Back to the top of the ranking
4

SAP Analytics Cloud

sap.com · SAP Scenario Planning · scored Dec 2025

230M cloud users, but Professional licenses run steep

Best forEnterprises on SAP S/4HANA wanting unified BI and planning.

From $36 per user/mo ISO 27001Monte Carlo simulationSAP ecosystem
−0.2 vs #1
Visit SAP Analytics Cloud ↗ See the evidence

Planning platform combining BI, AI forecasting, and Monte Carlo simulations for SAP-based enterprises.

Standout factSAP reports over 230 million cloud users across more than 100 solutionsgartner.com
Biggest catchPlanning Professional licenses can list around £1,316 per user monthly, a steep jump from standard BI pricing.assets.applytosupply.digitalmarketplace.service.gov.uk
230M+Cloud usersgartner.com
~£1,316/user/moProfessional license priceassets.applytosupply.digitalmarketplace.service.gov.uk

Standout number

230M+SAP cloud users worldwide

Source: gartner.com

Starting price

~£1,316/user/moPlanning Professional edition list price

Upside

  • Compass feature runs Monte Carlo simulations
  • Deep S/4HANA live data integration
  • Smart Predict automates forecasting

Catch

  • Professional licenses run expensive
  • Performance lags on large datasets
  • Steep learning curve for advanced features
Pick it ifEnterprises on SAP S/4HANA wanting unified BI and planning.
Skip it ifNon-SAP customers facing complex data integration challenges.
PricingBI from ~$36/user/mo, Professional Planning far higher

Editor's takeSAP Analytics Cloud pairs Value Driver Trees with a Monte Carlo simulation engine called Compass, unifying BI, predictive analytics, and planning in one tool. It connects live to S/4HANA data without replication, preserving business context. Professional Planning licenses can list around £1,316 per user monthly, a steep jump from the standard BI tier, and G2 reviewers report performance lags on large datasets.

How much does SAP Analytics Cloud cost?

Standard BI licenses run roughly $36 per user monthly, but Professional Planning licenses needed for scenario modeling can list around £1,316 per user monthly, per published pricing documents.

Does SAP Analytics Cloud include AI forecasting?

Yes. Its Smart Predict feature builds classification, regression, and time-series forecasts without coding, and a natural language 'Just Ask' tool lets users query data directly.

The evidence: 6 criteria, 3 penalties (−0.17 points)
9.2
Product Capability & DepthLooked for: We evaluate the breadth of scenario modeling features, including simulation types, driver-based planning, and variance analysis capabilities.SAP Analytics Cloud offers robust scenario planning via Value Driver Trees for driver-based simulations and the 'Compass' feature for Monte Carlo simulations to assess risk and probability.youtube.comhelp.sap.combarc.com
9.4
Market Credibility & Trust SignalsLooked for: We assess the vendor's market standing, adoption rates among enterprises, and validation from major industry analysts.SAP is a dominant market leader with extensive enterprise adoption, consistently ranked highly by analyst firms like BARC and Gartner for its integrated planning and analytics.gartner.combarc.com
8.6
Usability & Customer ExperienceLooked for: We examine user interface design, ease of navigation, and the learning curve for non-technical business users.While the modern UI is praised for being user-friendly, users report a steep learning curve for advanced features and performance lags with large datasets.g2.comg2.com
8.3
Value, Pricing & TransparencyLooked for: We analyze pricing structures, transparency of costs, and the balance between feature set and license fees.Pricing is tiered with a significant jump between BI and Professional Planning licenses; while BI pricing is transparent (~$36/user), enterprise planning costs are often 'upon request' and high.assets.applytosupply.digitalmarketplace.service.gov.uksaplicensingexperts.com
9.1
Predictive Analytics & AI IntegrationLooked for: We evaluate the inclusion of AI-driven forecasting, machine learning automation, and natural language processing in the planning workflow.The product excels with 'Smart Predict' for automated forecasting and 'Compass' for complex risk analysis, making advanced statistics accessible to business users.learning.sap.comyoutube.com
8.9
Integration & Ecosystem StrengthLooked for: We assess how well the product connects with ERPs, data warehouses, and third-party systems, particularly within its own vendor ecosystem.Integration with SAP sources (S/4HANA, BW, Datasphere) is seamless and powerful, though connecting to non-SAP legacy data can be more complex than with agnostic tools.gartner.combarc.com

Score adjustments−0.17 points in total

−0.07Users consistently report performance degradation and slow loading times when working with large datasets or complex planning models.g2.com · severity 65/100
−0.04The cost difference between standard BI and Professional Planning licenses is steep, leading to potential 'shelfware' issues if licenses are not managed strictly.saplicensingexperts.com · severity 50/100
−0.06Documented limitations exist regarding Data Locking when using Value Driver Trees, where changes to VDTs could override locked data in certain versions.userapps.support.sap.com · severity 45/100
Visit SAP Analytics Cloud ↗ Back to the top of the ranking
5

Mosaic

mosaic.tech · Mosaic Scenario Planning · scored Dec 2025

$72M raised, but only 29 out-of-the-box integrations

Best forHigh-growth SaaS and mid-market finance teams replacing manual spreadsheets.

From $10,000 per year SOC 2ISO 27001AI forecasting
−0.3 vs #1
Visit Mosaic ↗ See the evidence

Strategic finance platform combining real-time data consolidation with Arc AI-driven forecasting.

Standout factMosaic has raised approximately $72 million in total funding, including a $26 million Series C.fintechfutures.com
Biggest catchMosaic offers only 29 out-of-the-box integrations, compared to 800+ at competitor Drivetrain.drivetrain.ai
~$72MTotal funding raisedfintechfutures.com
29Out-of-the-box integrationsdrivetrain.ai
$10,000/yrEst. starting pricespendflo.com

Standout number

$72Mtotal funding raised across rounds

Source: fintechfutures.com

In their words

“Mosaic offers only 29 out-of-the box (OOTB) integrations while Drivetrain provides more than 800.”

drivetrain.ai

Upside

  • Arc AI automates modeling and reports
  • SOC 2 Type II and ISO 27001
  • Real-time ERP/CRM/HRIS consolidation

Catch

  • Only 29 native integrations
  • Steep learning curve
  • Pricing not public
Pick it ifHigh-growth SaaS and mid-market finance teams replacing manual spreadsheets.
Skip it ifManufacturing or retail companies with complex supply chain modeling needs.
PricingNot public; estimates range $10,000/yr to $22,000-$36,000/yr by tier

Editor's takeMosaic's Arc AI generates financial models and reports from text prompts, and its Analysis Canvas blends dashboards with narrative for board-ready storytelling. That capability is backed by $72 million in funding from investors like Founders Fund and General Catalyst, plus SOC 2 Type II and ISO 27001 certification. The integration library is thinner than rivals, though: Drivetrain's comparison counts just 29 out-of-the-box connectors versus over 800 on its own platform, and G2 reviewers describe a steep learning curve for data slicing.

How much does Mosaic cost?

Pricing is not public. Spendflo estimates a starting point around $10,000 per year, while Vendr data shows list prices from about $22,200 to $35,776 annually depending on tier.

How many integrations does Mosaic support?

Around 29 out-of-the-box, covering systems like QuickBooks, NetSuite, Salesforce and HubSpot, fewer than some competitors like Drivetrain, which lists over 800.

The evidence: 6 criteria, 2 penalties (−0.13 points)
8.7
Product Capability & DepthLooked for: We evaluate the platform's ability to handle complex financial modeling, scenario planning, and automated forecasting for SaaS and high-growth businesses.Mosaic offers a 'Strategic Finance Platform' with real-time analytics, driver-based planning, and an 'Analysis Canvas' for collaborative reporting, enhanced by 'Arc AI' for automated insights.mosaic.techmosaic.techsoftwarefinder.com
9.2
Market Credibility & Trust SignalsLooked for: We assess the company's funding history, investor backing, and market presence to ensure long-term viability and reliability.Mosaic has raised over $70M in total funding, including a $26M Series C led by OMERS Ventures, and is backed by top-tier investors like Founders Fund and General Catalyst.fintechfutures.comprivateequitywire.co.uk
8.9
Usability & Customer ExperienceLooked for: We look for user feedback regarding ease of use, implementation speed, and the quality of customer support.Users consistently praise the interface and customer support, though there is a documented steep learning curve for new users mastering the data slicing features.mosaic.techg2.comg2.com
8.5
Value, Pricing & TransparencyLooked for: We evaluate pricing transparency, entry costs, and perceived value relative to features and competitors.Pricing is not publicly listed but third-party sources estimate starting costs around $10,000/year, with tiered plans (Foundation, Analytics, Growth) that require negotiation.mosaic.techspendflo.comvendr.com
8.8
Integrations & Ecosystem StrengthLooked for: We examine the breadth and depth of native integrations with ERP, CRM, HRIS, and billing systems.Mosaic offers native integrations with major systems like NetSuite, Salesforce, HubSpot, and Gusto, though the total number of out-of-the-box connectors is lower than some competitors.mosaic.techsupport.mosaicapp.comdrivetrain.ai
9.0
Security, Compliance & Data ProtectionLooked for: We verify the presence of critical security certifications like SOC 2, ISO 27001, and encryption standards essential for financial data.Mosaic maintains robust security standards, including SOC 2 Type II compliance and ISO 27001 certification, ensuring enterprise-grade data protection.mosaic.techmosaicsmartdata.commosaicapp.com

Score adjustments−0.13 points in total

−0.06Multiple user reviews cite a steep learning curve, particularly for data slicing and mastering the platform's logic.g2.com · severity 60/100
−0.07Users report limited customization options for charts and tables compared to Excel or more flexible enterprise tools.remodel.dev · severity 50/100
Visit Mosaic ↗ Back to the top of the ranking
6

Oracle EPM

oracle.com · Oracle Scenario Planning · scored Dec 2025

Oracle EPM adds Monte Carlo modeling, demands 10+ users

Best forLarge enterprises already invested in the Oracle ERP ecosystem

From $250 per user/mo Monte Carlo simulationenterpriseExcel integration
−0.3 vs #1
Visit Oracle EPM ↗ See the evidence

Financial scenario modeling inside Oracle Cloud EPM, combining Monte Carlo simulation with debt scheduling and Excel integration.

Standout factOracle held the top EPM market share at 22.5%, ahead of SAP's 21.9%anaplan.com
Biggest catchStandard edition requires a 10-user minimum, about $75,000 a year at list price.redresscompliance.com
22.5%EPM market shareanaplan.com
$250/user/moStandard edition priceredresscompliance.com
$150,000Minimum annual spend (Enterprise)redresscompliance.com

What it costs as you grow

$75,000/yrStandard, 10 users
$150,000/yrEnterprise, 25 users

Source: redresscompliance.com

In their words

“Oracle held the most market share, with 22.5%, followed by SAP with 21.9% share”

anaplan.com

Upside

  • Built-in Monte Carlo simulation
  • Full 3-statement financial modeling
  • Smart View links live to Excel

Catch

  • 10-25 user minimums required
  • Steep learning curve for admins
  • Groovy scripting needs Enterprise tier
Pick it ifLarge enterprises already invested in the Oracle ERP ecosystem
Skip it ifSmall businesses lacking IT resources for heavy implementation
PricingFrom about $250/user/mo (Standard, 10-user minimum) to $500/user/mo (Enterprise, 25-user minimum)

Editor's takeOracle Scenario Planning ranks last of six at 8.7, still strong. Its Monte Carlo simulation and treasury logic outclass generic planners. High user minimums keep it out of reach for smaller finance teams.

Does Oracle Scenario Planning include Monte Carlo simulation?

Yes. Strategic Modeling uses Monte Carlo simulation to generate ranges of values for assumptions and measure uncertainty.

What is the minimum spend for Oracle Scenario Planning?

Standard edition requires 10 user licenses at about $250 per user per month. That is close to $75,000 a year at list price.

The evidence: 6 criteria, 3 penalties (−0.15 points)
8.9
Product Capability & DepthLooked for: We evaluate the depth of financial modeling features, specifically simulation capabilities, treasury logic, and scenario management tools.Oracle Scenario Modeling offers built-in Monte Carlo simulations, specialized debt schedulers, and full three-statement modeling (Income, Balance Sheet, Cash Flow) without requiring custom formulas.oracle.comoracle.comdocs.oracle.com
9.4
Market Credibility & Trust SignalsLooked for: We assess market share, adoption by large enterprises, and recognition from major industry analyst firms.Oracle is a dominant market leader in EPM, holding significant market share and consistently ranking as a leader in analyst reports like BARC and Gartner for financial performance management.anaplan.combarc.com
8.2
Usability & Customer ExperienceLooked for: We look for ease of use, interface responsiveness, and the learning curve required for non-technical finance users.While the Smart View Excel integration is highly praised, users frequently report slow performance, long data refresh times, and a steep learning curve for administration.oracle.comg2.comgartner.com
8.5
Value, Pricing & TransparencyLooked for: We evaluate pricing transparency, entry-level costs, and contract flexibility for mid-market vs. enterprise buyers.Pricing is publicly available but expensive for smaller teams due to high minimum user counts (10 for Standard, 25 for Enterprise) and a per-user model.oracle.comredresscompliance.comredresscompliance.com
9.0
Advanced Financial Modeling & SimulationLooked for: We examine the product's ability to handle complex financial logic, such as goal seeking, treasury functions, and probability simulations.The platform excels here with out-of-the-box 'Goal Seek' capabilities, funding options for cash deficits, and sophisticated treasury planning that generic planners lack.oracle.comthecloudors.comblogs.perficient.com
8.8
Integration & Ecosystem StrengthLooked for: We look for connectivity with ERP systems, Microsoft Office, and other EPM modules.Oracle provides robust integration via Smart View for Office and seamless data flow between Planning, Financials, and Workforce modules, though versioning issues can occur.oracle.comoracle.comoracle.com

Score adjustments−0.15 points in total

−0.07Users report performance issues including slow application load times and long data refresh cycles (4-6 hours in some cases).gartner.com · severity 65/100
−0.05The Strategic Modeling Excel add-on can fail to open models if the client version does not exactly match the cloud instance version, causing workflow disruptions.alithya.com · severity 50/100
−0.03Advanced customization features like Groovy scripting are restricted to the more expensive Enterprise edition, limiting the Standard edition's flexibility.version1.com · severity 45/100
Visit Oracle EPM ↗ Back to the top of the ranking
02

Side by side

10 features across 6 products. Green is yes, red is no, grey is not published.

FeatureJedoxAnaplanPigmentSAP Analytics CloudMosaicOracle EPM
Has Mobile App ✓ ✗ ✗ ✓ ✗ ✗
Has Free Plan ✗ ✗ ✗ ✗ ✗ ✗
Has Free Trial ✓ Contact for trial ✓ Contact for trial Contact for trial Contact for trial
Integrates With Zapier ✗ ✗ ✓ ✗ ✓ ✗
Has Public API ✓ ✓ ✓ Enterprise API only ✓ Enterprise API only
Live Chat Support ✓ ✗ ✓ ✓ ✓ ✓
SOC 2 or ISO Certified ✓ ✓ ✓ ✓ — ✓
Popular Integrations SAP, Salesforce, Microsoft 365 Salesforce, Microsoft 365, Google Workspace Slack, Salesforce, Google Workspace SAP ERP, Microsoft 365, Google Workspace Slack, QuickBooks, NetSuite Oracle Cloud, Microsoft 365, Salesforce
Supports SSO ✓ ✓ ✓ ✓ ✓ ✓
Starting Price $160 per user/mo $30,000 per year Contact for pricing $36 per user/mo $10,000 per year $250 per user/mo
03

How we chose

Four fixed criteria for every product, plus two chosen for Forecasting Tools with Scenario Planning, weighted and reduced by documented penalties.

Full methodology
Criteria set for this categoryProduct Capability & Depth, Market Credibility & Trust Signals, Usability & Customer Experience, Value, Pricing & Transparency, Security, Compliance & Data Protection, Integrations & Ecosystem Strength
Evidence, then a scoreDocumentation, pricing pages, security pages and third-party reviews. Each criterion records what was found and links its sources.
Penalties, then a rankDocumented problems pull the score down with their evidence attached. Rank follows the score. Sponsored rows, where present, are labelled.
iVendors cannot buy a position. Every score rests on published evidence, documented problems pull it down, and a 9.1 here is not a 9.1 in another category.
Albert Richer
Albert RicherFounder · Memphis, TN

Sets the criteria and reviews the evidence before a ranking publishes. Email him if something here looks wrong.

04

Questions people ask

How much does Jedox cost?

Jedox does not publish pricing. Third-party estimates put costs around $160 per user monthly, though official pricing requires a custom quote.

Is Jedox recognized by industry analysts?

Yes. Jedox has been named a Leader in the Gartner Magic Quadrant for Financial Planning Software for three consecutive years.

How much does Anaplan cost?

Pricing is not public. Third-party estimates put entry-level costs between $30,000 and $50,000 annually, often doubling once implementation and consultant fees are added.

How long does Anaplan take to implement?

Typically 8 to 24 weeks, according to third-party pricing research, and it usually requires specialized consultant help given the platform's complexity.

Does Pigment have hidden costs?

Reviewers point to one. Vendr identifies 'Use Case Contributor Seats,' specialized licenses for planning-scenario users, as a significant cost beyond the standard Explorer, Contributor, and Editor tiers.

Is Pigment hard to learn?

Many users say yes. G2 reviewers describe Pigment as 'challenging to get used to at first,' citing its proprietary formula syntax, according to a CubeSoftware review roundup.

How much does SAP Analytics Cloud cost?

Standard BI licenses run roughly $36 per user monthly, but Professional Planning licenses needed for scenario modeling can list around £1,316 per user monthly, per published pricing documents.

Does SAP Analytics Cloud include AI forecasting?

Yes. Its Smart Predict feature builds classification, regression, and time-series forecasts without coding, and a natural language 'Just Ask' tool lets users query data directly.

How is the best Forecasting Tools with Scenario Planning decided?

Every product is scored on six criteria for this category, with cited evidence and documented penalties. Rank follows the overall score. Vendors cannot pay for a position.

How often is this ranking updated?

Products are re-scored when pricing, features or evidence change. This ranking was last updated August 15, 2026.

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