Finance AI Index
Index Vendors › SAP Analytics Cloud · September 2026 Edition
5 categories · Ranked

SAP Analytics Cloud

87Judge labels
2First choices
17Negative labels
12 of 12Models named it
5Categories
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
2% in Corporate performance ma for enterprise buyers
Rank 30 of 95 in the mid-market standingcriticized challenger
0 of 12 models made it the first choice on the direct prompt; 27% of its 11 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In corporate performance ma · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named SAP Analytics Cloud for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrant
Corporate performance managementPlanning and analysis0%30 of 9527%11criticized challenger
FP&A platformsPlanning and analysis0%47 of 5250%2under 10 labels · led by Vena at 15%
Financial consolidationAccounting and close0%62 of 960%1under 10 labels · led by Prophix at 19%
Financial modeling and scenario planningPlanning and analysis0%85 of 1140%1under 10 labels · led by Datarails at 19%
Financial reporting and dashboardsPlanning and analysis0%91 of 1330%1under 10 labels · led by Sage Intacct at 27%

Movement

This is the first edition on this tier, so no move can be computed for SAP Analytics Cloud yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated SAP Analytics Cloud across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500202
GPT-5.4 mini00101
Gemini 3.5 Flash00022
Perplexity Sonar01001
Grok 4.1 Fast00101
Mistral Small00303
DeepSeek V4 Flash01012
Llama 4 Maverick00000
Qwen 3.7 Flash02002
Kimi K200011
GLM 4.7 FlashX00000
MiniMax M2.500101

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct14 labels1
Paraphrase9 labelsNone
Comparative34 labelsNone
Budget-constrained8 labels1
Scale-constrained7 labelsNone
Negative15 labelsNone
First choiceAlternativeMentionNegative87 labels in all, every segment counted; 2 of the 2 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Choose SAP Analytics Cloud for Planning if you are already in the SAP ecosystem” Perplexity Sonar · Corporate performance ma · comparative prompt · alternative
“Choose Oracle or SAP if you are a large multinational already using their ERPs” Qwen 3.7 Flash · Corporate performance ma · comparative prompt · alternative
“Best For: Companies running SAP S/4HANA.” Qwen 3.7 Flash · Financial consolidation · comparative prompt · alternative
“Best for: SAP-centric organizations” DeepSeek V4 Flash · Corporate performance ma · comparative prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“SAP Analytics Cloud (SAC) is frequently criticized for being rigid, clunky, and difficult for actual finance professionals to navigate” Gemini 3.5 Flash · FP&A platforms · negative prompt · hard negative
“Who should avoid it: Non-SAP customers. If you're not running SAP ERP, this tool will fight you at every turn.” DeepSeek V4 Flash · Corporate performance ma · negative prompt · hard negative
“Verdict: Avoid unless deeply committed to SAP stack.” Kimi K2 · Corporate performance ma · negative prompt · hard negative
“integrating and pulling data into SAC can be incredibly complex, slow, and frustrating” Gemini 3.5 Flash · Corporate performance ma · negative prompt · soft negative

Named alongside

The products named in the same answers as SAP Analytics Cloud, over the 87 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SAP Analytics Cloud was named but was not.
ProductSame answerTook the first choice insteadHead to head
Anaplan72 of 8715Not in the top three
Workday Adaptive Planning67 of 873Not in the top three
OneStream62 of 8714Not in the top three
Oracle Fusion Cloud EPM38 of 8710Not in the top three
Pigment35 of 878Not in the top three
Vena34 of 873Not in the top three
Board29 of 871Not in the top three
IBM Planning Analytics29 of 870Not in the top three
Planful28 of 871Not in the top three
Oracle Cloud EPM24 of 870Not in the top three
A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named SAP Analytics Cloud. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 64 of the 87 answers that named SAP Analytics Cloud and are not a share of its labels.

Domains cited

drivetrain.ai38
cfoshortlist.com32
board.com28
worldmetrics.org24
viewpointanalysis.com21
gartner.com20
gitnux.org18
golimelight.com17
getaleph.com15
onestream.com15

228 of the 228 domain citations in answers naming SAP Analytics Cloud came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as SAP Analytics Cloud

What the judge wrote, as written, with how often. The vendor table decides that these count as SAP Analytics Cloud; a claim can dispute any of them.
SAP Analytics Cloud (SAC) 4SAP Analytics 1SAP Analytics Cloud (SAC) / BPC 1SAP Analytics Cloud (SAC) for EPM 1SAP Analytics Cloud - SAC 1SAP Analytics Cloud for Planning 1
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