Finance AI Index
Index Vendors › SAP S/4HANA · September 2026 Edition
4 categories · Ranked

SAP S/4HANA

181Judge labels
34First choices
55Negative labels
12 of 12Models named it
4Categories
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
48% in ERP systems for enterprise buyers
Rank 14 of 70 in the mid-market standingcriticized challenger
0 of 12 models made it the first choice on the direct prompt; 33% of its 27 labels there were negative.
By buyer segmentAn enterprise product: leader at enterprise, not named at small business or mid-market.
In erp systems · 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 S/4HANA 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
ERP systemsAccounting and close0%14 of 7033%27criticized challenger
Accounting softwareAccounting and close0%53 of 56100%2under 10 labels · led by Sage Intacct at 40%
Financial reporting and dashboardsPlanning and analysis0%93 of 1330%1under 10 labels · led by Sage Intacct at 27%
Fixed asset accountingAccounting and close0%81 of 940%1under 10 labels · led by Sage Fixed Assets at 29%

Movement

This is the first edition on this tier, so no move can be computed for SAP S/4HANA 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 S/4HANA 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 mini00213
Gemini 3.5 Flash00145
Perplexity Sonar02103
Grok 4.1 Fast01203
Mistral Small00202
DeepSeek V4 Flash00022
Llama 4 Maverick00202
Qwen 3.7 Flash00123
Kimi K200000
GLM 4.7 FlashX11024
MiniMax M2.500202

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
Direct31 labels10
Paraphrase26 labels14
Comparative40 labels12not counted in share
Budget-constrained33 labels10
Scale-constrained15 labelsNone
Negative36 labels3not counted in share
First choiceAlternativeMentionNegative181 labels in all, every segment counted; 34 of the 49 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.

“| 1 | SAP S/4HANA Public Cloud | Mid‑market & large enterprises needing standardized, best‑practice processes” GLM 4.7 FlashX · ERP systems · comparative prompt · first choice
“better if you are a more standardized, higher-complexity mid-market company ready for a larger implementation” Perplexity Sonar · ERP systems · paraphrase prompt · alternative
“Upper-midmarket B2B product-centric (manufacturing) ... Gartner Leader” Grok 4.1 Fast · ERP systems · direct prompt · alternative
“best for larger mid-market firms that need enterprise-grade scale” Perplexity Sonar · ERP systems · direct 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.

“massive enterprise-tier ERPs (like SAP S/4HANA) are likely too rigid, expensive, and complex to implement” Gemini 3.5 Flash · Accounting software · scale prompt · hard negative
“High cost and complexity – Licensing and implementation services are among the most expensive in the ERP market... Mid‑sized companies may find it overkill.” GLM 4.7 FlashX · ERP systems · negative prompt · soft negative
“you don't need (or want to pay for) the complexity of tier-1 enterprise systems like full SAP S/4HANA, which is typically overkill below ~1,000 employees” DeepSeek V4 Flash · ERP systems · scale prompt · soft negative
“agile enough to avoid the multi-million dollar, multi-year implementation cycles of Tier-1 enterprise systems (like SAP S/4HANA or Oracle Fusion)” Gemini 3.5 Flash · ERP systems · paraphrase prompt · soft negative

Named alongside

The products named in the same answers as SAP S/4HANA, over the 180 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SAP S/4HANA was named but was not.
ProductSame answerTook the first choice insteadHead to head
Oracle NetSuite114 of 18020Not in the top three
Oracle Fusion Cloud ERP98 of 1807Not in the top three
Acumatica65 of 18012Not in the top three
Sage Intacct64 of 1807Not in the top three
Microsoft Dynamics 365 Finance47 of 1804Not in the top three
Microsoft Dynamics 36538 of 1803Not in the top three
Workday38 of 1801Not in the top three
Workday Financial Management38 of 1801Not in the top three
Odoo36 of 1807Not in the top three
Microsoft Dynamics 365 Business Central33 of 1808Not 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 S/4HANA. 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 141 of the 180 answers that named SAP S/4HANA and are not a share of its labels.

Domains cited

erpresearch.com82
netsuite.com36
clefincode.com35
forbes.com35
worldmetrics.org35
houseblend.io32
erp-pilot.com31
softwareconnect.com29
gitnux.org28
thecfoclub.com27

370 of the 370 domain citations in answers naming SAP S/4HANA came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as SAP S/4HANA

What the judge wrote, as written, with how often. The vendor table decides that these count as SAP S/4HANA; a claim can dispute any of them.
SAP S/4HANA Public Cloud 4SAP S/4HANA Cloud 3SAP S/4HANA Cloud (Public Edition) 2SAP Business ByDesign / SAP S/4HANA Cloud 1SAP S/4HANA (mid-market editions) 1SAP S/4HANA / SAP Cloud ERP 1SAP S/4HANA Private Cloud 1
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Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when SAP S/4HANA's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as SAP S/4HANA, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at sap.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.

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