2. Data Quadrant Report/ Enterprise Performance Management
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SOFTWARE REVIEWS
Data Quadrant
Assess vendor and product performance at a glance and use the SoftwareReviews
Data Quadrant to identify which products and vendors are leadings the pack and
which are trailing.
9.4
PRODUCT
FEATURES
AND
SATISFACTION
6.8
6.0 VENDOR EXPERIENCE AND CAPABILITIES 9.6
Product Features and
Satisfaction
The satisfaction is captured in the overall satisfaction
score, which is driven by the likelihood of users to
recommend the software, combined with user
satisfaction across top product features.
ENTERPRISE
PERFORMANCE
MANAGEMENT
The Software Reviews Data Quadrant evaluates and ranks products based on feedback from IT and business professionals.
The placement of a software in the Data Quadrant indicates its relative ranking as well as its categorization.
The Complete Software Experience
When distilled down, the software experience is shaped by both the experience with the software and the relationship with
the vendor. Evaluating enterprise software along these two dimensions provides a comprehensive understanding of the
product and helps identify vendors that can deliver on both.
Vendor Experience and
Capabilities
The vendor relationship is calculated in a weighted average of the
satisfaction scores tied to vendor capabilities (e.g. software
implementation, training, customer support, product roadmap) as
well as emotional response ratings toward the vendor (e.g.
trustworthy, respectful, fair).
Note: The axes ranges are dynamically adjusted based on minimum and maximum values in the dataset.
E N T E R P R I S E P E R F O R M A N C E M A N A G E M E N T
A U G U S T 2 0 2 2
PRODUCT
INNOVATOR
LEADER
CHALLENGER
SERVICE
STAR
Y
X
Anaplan Platform
Axiom
Board
CCH Tagetik CPM
Cloud FP&A Platform
Hubble
Analytics
IBM
Planning
Analytics
Infor Dynamic EPM
Jedox
OneStream
Oracle EPM Cloud
Prophix CPM
SAP Analytics Cloud
Solver Suite
Vena Complete
Planning
Adaptive Planning
3. Category Overview
This page provides a high level summary of product performance within the Enterprise Performance Management category. Products are ranked by a composite satisfaction
score (Composite Score) that averages four different areas of evaluation: Net Emotional Footprint, Vendor Capabilities, Product Features, and Likeliness to Recommend. The
Net Emotional Footprint Score measures user emotional response ratings of the vendor (e.g. trustworthy, respectful, fair).
Use this data to get a sense of the field, and to see how the products you’re considering stack up.
RANK PRODUCT COMPOSITE SCORE
NET EMOTIONAL
FOOTPRINT
NET EMOTIONAL
FOOTPRINT DISTRIBUTION
VENDOR
CAPABILITIES
PRODUCT
FEATURES
LIKELINESS TO
RECOMMEND
NUMBER OF
REVIEWS
Board 9.2/10 +99
-- NEGATIVE 99% POSITIVE
88% 89% 92% 16
OneStream 8.8/10 +93
2% NEGATIVE 95% POSITIVE
84% 82% 92% 31
Vena Complete Planning 8.7/10 +92
2% NEGATIVE 94% POSITIVE
84% 83% 91% 20
Anaplan Platform 8.7/10 +82
6% NEGATIVE 88% POSITIVE
86% 86% 94% 19
Adaptive Planning 8.6/10 +85
3% NEGATIVE 88% POSITIVE
80% 87% 92% 15
Prophix CPM 8.5/10 +90
2% NEGATIVE 92% POSITIVE
80% 83% 85% 37
7 SAP Analytics Cloud 8.1/10 +83
3% NEGATIVE 86% POSITIVE
79% 80% 83% 45
8 Oracle EPM Cloud 8.1/10 +90
-- NEGATIVE 91% POSITIVE
78% 76% 80% 19
9 Solver Suite 7.8/10 +83
5% NEGATIVE 88% POSITIVE
77% 76% 78% 12
10 IBM Planning Analytics 7.8/10 +76
4% NEGATIVE 80% POSITIVE
76% 79% 82% 23
AVERAGE SCORES 8.1/10 +83
4% NEGATIVE 86% POSITIVE
77% 79% 84% 19
Data Quadrant Report/ Enterprise Performance Management
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4. Category Overview
This page provides a high level summary of product performance within the Enterprise Performance Management category. Products are ranked by a composite satisfaction
score (Composite Score) that averages four different areas of evaluation: Net Emotional Footprint, Vendor Capabilities, Product Features, and Likeliness to Recommend. The
Net Emotional Footprint Score measures user emotional response ratings of the vendor (e.g. trustworthy, respectful, fair).
Use this data to get a sense of the field, and to see how the products you’re considering stack up.
RANK PRODUCT COMPOSITE SCORE
NET EMOTIONAL
FOOTPRINT
NET EMOTIONAL
FOOTPRINT DISTRIBUTION
VENDOR
CAPABILITIES
PRODUCT
FEATURES
LIKELINESS TO
RECOMMEND
NUMBER OF
REVIEWS
11 Hubble Analytics 7.8/10 +81
6% NEGATIVE 87% POSITIVE
76% 76% 78% 12
12 Cloud FP&A Platform 7.6/10 +83
4% NEGATIVE 87% POSITIVE
73% 74% 75% 11
13 CCH Tagetik CPM 7.6/10 +69
7% NEGATIVE 76% POSITIVE
72% 82% 80% 14
14 Jedox 7.5/10 +69
6% NEGATIVE 75% POSITIVE
74% 75% 83% 12
15 Axiom 7.5/10 +81
4% NEGATIVE 85% POSITIVE
68% 73% 79% 10
16 Infor Dynamic EPM 6.7/10 +66
6% NEGATIVE 72% POSITIVE
60% 66% 74% 10
AVERAGE SCORES 8.1/10 +83
4% NEGATIVE 86% POSITIVE
77% 79% 84% 19
Data Quadrant Report/ Enterprise Performance Management
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5. Vendor Capability Summary
This page summarizes user satisfaction with a variety of vendor capabilities regarding their product offering(s). Look for strong and consistent performance across the
board when assembling your shortlist, and follow-up on areas of concern during the evaluation and negotiation processes.
PRODUCT
OVERALL
CAPABILITY
SATISFACTION
BUSINESS VALUE
CREATED
BREADTH OF
FEATURES
QUALITY OF
FEATURES
PRODUCT
STRATEGY AND
RATE OF
IMPROVEMENT
USABILITY AND
INTUITIVENESS
VENDOR
SUPPORT
EASE OF DATA
INTEGRATION
EASE OF
ADMINISTRATION
EASE OF
CUSTOMIZATION
AVAILABILITY
AND QUALITY OF
TRAINING
EASE OF
IMPLEMENTATION
Board 88% 88% 92% 86% 86% 88% 91% 88% 95% 83% 89% 86%
Anaplan Platform 86% 94% 91% 84% 84% 86% 86% 74% 79% 89% 93% 83%
OneStream 84% 88% 83% 86% 86% 82% 87% 82% 84% 84% 80% 84%
Vena Complete Planning 84% 83% 86% 91% 83% 88% 84% 84% 78% 79% 88% 81%
Prophix CPM 81% 83% 80% 81% 80% 83% 85% 78% 79% 81% 78% 80%
Workday Adaptive Planning 79% 83% 78% 82% 82% 78% 80% 80% 73% 80% 77% 80%
SAP Analytics Cloud 79% 80% 77% 81% 76% 79% 81% 79% 83% 75% 77% 81%
Oracle EPM Cloud 78% 76% 73% 77% 76% 81% 81% 83% 78% 78% 79% 79%
Solver Suite 77% 82% 73% 71% 73% 79% 75% 77% 82% 75% 77% 81%
IBM Planning Analytics 76% 75% 75% 81% 75% 77% 75% 76% 76% 75% 73% 82%
CATEGORY AVERAGE 77% 80% 77% 78% 76% 77% 79% 78% 76% 77% 76% 77%
Data Quadrant Report/ Enterprise Performance Management
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6. Vendor Capability Summary
This page summarizes user satisfaction with a variety of vendor capabilities regarding their product offering(s). Look for strong and consistent performance across the
board when assembling your shortlist, and follow-up on areas of concern during the evaluation and negotiation processes.
PRODUCT
OVERALL
CAPABILITY
SATISFACTION
BUSINESS VALUE
CREATED
BREADTH OF
FEATURES
QUALITY OF
FEATURES
PRODUCT
STRATEGY AND
RATE OF
IMPROVEMENT
USABILITY AND
INTUITIVENESS
VENDOR
SUPPORT
EASE OF DATA
INTEGRATION
EASE OF
ADMINISTRATION
EASE OF
CUSTOMIZATION
AVAILABILITY
AND QUALITY OF
TRAINING
EASE OF
IMPLEMENTATION
Hubble Analytics 76% 78% 72% 81% 73% 79% 78% 77% 79% 76% 71% 74%
Jedox 73% 77% 79% 71% 71% 69% 73% 83% 69% 73% 75% 69%
Cloud FP&A Platform 73% 69% 72% 68% 75% 69% 77% 73% 71% 72% 79% 75%
CCH Tagetik CPM 73% 80% 77% 77% 73% 70% 79% 73% 67% 79% 59% 68%
Axiom 68% 71% 65% 70% 63% 62% 66% 78% 70% 70% 58% 75%
Infor Dynamic EPM 60% 70% 61% 52% 60% 54% 72% 60% 54% 54% 61% 62%
CATEGORY AVERAGE 77% 80% 77% 78% 76% 77% 79% 78% 76% 77% 76% 77%
Data Quadrant Report/ Enterprise Performance Management
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7. Product Feature Summary MANDATORY FEATURES
This page summarizes user satisfaction with a variety of product features. While strong and consistent performance across the board is desirable, you may be willing to
tolerate low scores on features that don’t impact your primary use case or core objectives. Use this high-level data to help plan and structure your product evaluation.
PRODUCT
OVERALL
FEATURE
SATISFACTION
BI AND
PERFORMANCE
MANAGEMENT
BUDGETING AND
FORECASTING
FINANCIAL
REPORTING AND
CONSOLIDATION
GOVERNANCE
RISK AND
COMPLIANCE
MARKETING
ANALYTICS
PLANNING AND
SCHEDULING
Board 89% 89% 88% 91% 89% 92% 88%
Workday Adaptive Planning 86% 84% 93% 92% 81% 72% 93%
Anaplan Platform 86% 83% 95% 88% 76% 80% 93%
Vena Complete Planning 83% 83% 81% 86% 78% 88% 83%
Prophix CPM 82% 83% 87% 89% 75% 70% 87%
OneStream 81% 81% 83% 89% 83% 74% 80%
CCH Tagetik CPM 81% 73% 87% 86% 70% 80% 93%
SAP Analytics Cloud 80% 79% 79% 82% 79% 80% 82%
IBM Planning Analytics 79% 83% 80% 76% 78% 75% 81%
Oracle EPM Cloud 76% 77% 83% 73% 69% 76% 80%
CATEGORY AVERAGE 79% 78% 82% 82% 74% 76% 82%
Data Quadrant Report/ Enterprise Performance Management
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8. Product Feature Summary MANDATORY FEATURES
This page summarizes user satisfaction with a variety of product features. While strong and consistent performance across the board is desirable, you may be willing to
tolerate low scores on features that don’t impact your primary use case or core objectives. Use this high-level data to help plan and structure your product evaluation.
PRODUCT
OVERALL
FEATURE
SATISFACTION
BI AND
PERFORMANCE
MANAGEMENT
BUDGETING AND
FORECASTING
FINANCIAL
REPORTING AND
CONSOLIDATION
GOVERNANCE
RISK AND
COMPLIANCE
MARKETING
ANALYTICS
PLANNING AND
SCHEDULING
Solver Suite 76% 77% 73% 83% 68% 78% 77%
Hubble Analytics 76% 75% 77% 83% 61% 77% 81%
Jedox 75% 71% 77% 79% 70% 73% 80%
Cloud FP&A Platform 74% 73% 79% 71% 72% 76% 70%
Axiom 73% 70% 75% 75% 75% 73% 71%
Infor Dynamic EPM 65% 63% 80% 72% 52% 54% 70%
CATEGORY AVERAGE 79% 78% 82% 82% 74% 76% 82%
Data Quadrant Report/ Enterprise Performance Management
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9. Product Feature Summary STANDARD FEATURES
This page summarizes user satisfaction with a variety of product features. While strong and consistent performance across the board is desirable, you may be willing to
tolerate low scores on features that don’t impact your primary use case or core objectives. Use this high-level data to help plan and structure your product evaluation.
PRODUCT
OVERALL
FEATURE
SATISFACTION
BUSINESS
APPLICATION
INTEGRATION
COLLABORATION
DATA
VISUALIZATION
MOBILE ACCESS
PROCESS
SIMULATION
AND EXECUTION
Board 89% 89% 91% 92% 91% 84%
Workday Adaptive Planning 86% 74% 90% 83% 81% --
Anaplan Platform 86% 78% 93% 70% -- --
Vena Complete Planning 83% 50% 50% 50% 100% 50%
Prophix CPM 82% 78% 77% 81% -- --
OneStream 81% 82% 85% 82% -- --
CCH Tagetik CPM 81% -- 65% 68% -- --
SAP Analytics Cloud 80% 78% 77% 85% -- --
IBM Planning Analytics 79% 82% 81% 82% -- 82%
Oracle EPM Cloud 76% 73% 75% 80% -- --
CATEGORY AVERAGE 79% 75% 76% 75% 87% 72%
Data Quadrant Report/ Enterprise Performance Management
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10. Product Feature Summary STANDARD FEATURES
This page summarizes user satisfaction with a variety of product features. While strong and consistent performance across the board is desirable, you may be willing to
tolerate low scores on features that don’t impact your primary use case or core objectives. Use this high-level data to help plan and structure your product evaluation.
PRODUCT
OVERALL
FEATURE
SATISFACTION
BUSINESS
APPLICATION
INTEGRATION
COLLABORATION
DATA
VISUALIZATION
MOBILE ACCESS
PROCESS
SIMULATION
AND EXECUTION
Solver Suite 76% 77% 79% 75% 75% 77%
Hubble Analytics 76% 82% 82% 83% -- --
Jedox 75% -- -- -- -- --
Cloud FP&A Platform 74% -- 65% 67% -- 68%
Axiom 73% 73% 77% 84% -- --
Infor Dynamic EPM 65% 54% 51% 46% -- --
CATEGORY AVERAGE 79% 75% 76% 75% 87% 72%
Data Quadrant Report/ Enterprise Performance Management
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