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Finance AI Index
Index › Products › HighRadius · October 2026 Edition
22 categories · Ranked

HighRadius

717Judge labels
151First choices
124Negative labels
14 / 14Models named it
22Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
78% in Accounts receivable auto for enterprise buyers
Rank 4 of 83 in the mid-market standingcriticized challenger
3 of 14 models made it the first choice on the direct prompt; 39% of its 51 labels there were negative.
What the models named instead of HighRadius →
By buyer segmentAn enterprise product: leader at enterprise, not named at small business.
In cash application · 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 HighRadius 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 rateLabelsQuadrantSince September 2026
Cash applicationReceivables and billing9%4 of 8339%51criticized challenger▼−6Since September 2026: 16% → 10%, −6 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Chargeback managementReceivables and billing6%8 of 8118%11accepted challenger
Accounts receivable automationReceivables and billing6%8 of 7933%39criticized challenger▼−6Since September 2026: 10% → 5%, −6 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
B2B payment acceptanceReceivables and billing2%13 of 9414%21accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Invoicing softwareReceivables and billing2%10 of 710%5under 10 labels · led by Zoho Invoice at 24%=heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Embedded payments platformsReceivables and billing2%11 of 1100%3under 10 labels · led by Stripe Connect at 53%
Account reconciliationAccounting and close2%10 of 826%17accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Global e-invoicing complianceTax and compliance2%13 of 1360%5under 10 labels · led by Avalara E-Invoicing at 25%▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Supplier managementSpend and procurement2%11 of 1110%8under 10 labels · led by Precoro at 14%▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Accounts payable automationSpend and procurement2%12 of 540%3under 10 labels · led by Ramp at 22%▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Cash flow forecastingTreasury and cash0%25 of 1010%17accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Treasury management systemsTreasury and cash0%29 of 1240%9under 10 labels · led by Trovata at 28%▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Financial close managementAccounting and close0%16 of 8512%8under 10 labels · led by FloQast at 55%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Financial consolidationAccounting and close0%21 of 1020%8under 10 labels · led by Prophix at 24%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Business bill payTreasury and cash0%21 of 9817%6under 10 labels · led by BILL at 32%▼−9Since September 2026: 9% → 0%, −9 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Internal controls and SOXTax and compliance0%28 of 900%5under 10 labels · led by FloQast at 25%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Cross-border payments and FXTreasury and cash0%26 of 870%3under 10 labels · led by Wise Business at 39%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Financial reporting and dashboardsPlanning and analysis0%32 of 1050%3under 10 labels · led by Sage Intacct at 33%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Payment orchestration platformsReceivables and billing0%22 of 810%3under 10 labels · led by BlueSnap at 18%
AI accounting assistantsAccounting and close0%45 of 850%1under 10 labels · led by Sage Intacct at 22%newNew since September 2026: not ranked then, 0% now.
Revenue recognitionAccounting and close0%53 of 770%1under 10 labels · led by Maxio at 20%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Transfer pricingTax and compliance0%47 of 1010%1under 10 labels · led by TPGenie at 30%

Movement

Since September 2026, HighRadius held within the floor in all twenty-two categories: no change cleared 10 points.

Best category · Cash application · by segment

Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 81 → 82 of 82
Mid-market▼−6Since September 2026: 16% → 10%, −6 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
10%from 16% in September 2026
Inside the floor by 4 pointsRank 1 → 2 of 79
Enterprise▲+12Since September 2026: 49% → 61%, +12 points. Past the 10-point floor: movement. Read over the models both editions asked.
61%from 49% in September 2026
Cleared the floor by 2 pointsRank 1 of 58, unchanged

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Business bill pay9%0%▼−9Since September 2026: 9% → 0%, −9 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 3 → 21 of 98
Chargeback management0%7%newNew since September 2026: not ranked then, 7% now.New this editionRank 8 of 81, unchanged
Cash application16%10%▼−6Since September 2026: 16% → 10%, −6 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 1 → 4 of 83
Accounts receivable auto10%5%▼−6Since September 2026: 10% → 5%, −6 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 5 → 8 of 79
Treasury management syst2%0%▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 11 → 29 of 124
Global e-invoicing compl0%2%▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 22 → 13 of 136
Supplier management0%2%▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 38 → 11 of 111
Accounts payable automat0%2%▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 57 → 12 of 54
B2B payment acceptance4%2%▼−2Since September 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 8 → 13 of 94
Account reconciliation4%2%▼−2Since September 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 6 → 10 of 82
Invoicing software2%2%=heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 12 → 10 of 71
Embedded payments0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 11 of 110, unchanged
Cash flow forecasting0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 23 → 25 of 101
Financial close manageme0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 13 → 16 of 85
Financial consolidation0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 22 → 21 of 102
Internal controls0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 31 → 28 of 90
Cross-border payments0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 50 → 26 of 87
Financial reporting0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 35 → 32 of 105
Payment orchestration0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 22 of 81, unchanged
AI accounting assistants0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 45 of 85, unchanged
Revenue recognition0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 52 → 53 of 77
Transfer pricing0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 47 of 101, unchanged

Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.

The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions

By model

How each model treated HighRadius across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.54105120
GPT-5.4 mini381012
Gemini 3.5 Flash292720
Perplexity Sonar394016
Grok 4.1 Fast248721
Mistral Small237214
DeepSeek V4 Flash4361023
Llama 4 Maverick249015
Qwen 3.7 Flash243312
Kimi K2247215
GLM 4.7 FlashX376218
MiniMax M2.5446115
GPT-6 Luna04329
Muse Glimmer 30B455418

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
Direct174 labels60
Paraphrase153 labels65
Comparative161 labels49not counted in share
Budget-constrained63 labels17
Scale-constrained89 labels9
Negative77 labels7not counted in share
First choiceAlternativeMentionNegative717 labels in all, every segment counted; 151 of the 207 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. HighRadius - Offers AI-powered supplier onboarding automation with a self-service vendor portal, dynamic workflows, in-depth compliance checks, and ERP integration.” Llama 4 Maverick · Supplier management · paraphrase prompt · first choice
“For mid-market organizations, HighRadius delivers out-of-the-box automation to unify cash application... achieving up to 90%+ touchless cash application” Claude Haiku 4.5 · Cash application · direct prompt · first choice
“Leader in Gartner Magic Quadrant for Invoice-to-Cash (3x recognized); best for mid-market to enterprise with high-volume, complex global AR” Grok 4.1 Fast · Cash application · comparative prompt · first choice
“the strongest default choice is usually HighRadius if your priority is *high-volume, complex cash application with automation depth*” Perplexity Sonar · Cash application · direct prompt · first choice

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.

“"Avoid HighRadius, Esker, and most of Billtrust/BlackLine unless your payment volume or audit requirements genuinely justify enterprise pricing."” Muse Glimmer 30B · Cash application · negative prompt · hard negative
“Some sources advise negotiating carefully or avoiding standard contracts with HighRadius, especially for smaller businesses” Mistral Small · Cash application · negative prompt · hard negative
“Several sources explicitly suggest negotiating carefully or avoiding standard contracts from HighRadius.” DeepSeek V4 Flash · Cash application · negative prompt · hard negative
“Avoid Enterprise-Only Tools: High-end solutions like HighRadius... generally overkill for small budgets” Qwen 3.7 Flash · Cash application · budget prompt · hard negative

Named alongside

The products named in the same answers as HighRadius, over the 717 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and HighRadius was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Esker127 of 7171Compare →
BlackLine Cash Application98 of 7170Not among the top eight
Tipalti94 of 71716Not among the top eight
BlackLine92 of 71738Not among the top eight
Tesorio81 of 7176Not among the top eight
Kyriba77 of 71727Not among the top eight
BILL Accounts Receivable72 of 7179Not among the top eight
Serrala67 of 7171Not among the top eight
A head-to-head page exists where both products are among a category's top eight. 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 HighRadius. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 691 of the 717 answers that named HighRadius and are not a share of its labels.

Domains cited

highradius.comYour site490
bluecopa.com203
worldmetrics.org164
g2.com163
chaserhq.com157
upflow.io148
gitnux.org138
guideflow.com135
learn.g2.com118
stuut.ai103

1,329 of the 1,819 domain citations in answers naming HighRadius came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

highradius.com ranks first on Google for the category's searches. In the answers, HighRadius takes 9% of first choices and Versapay takes 9%.
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In search

Google, US estimates
Position for “cash application tools”
–
not in the top ten
Position for “cash application software”
1
Searches for its name, Google
6,600 a month (“highradius”)
AI search demand for its name, est.
118 a month
Organic visits to its site
about 294,561 a month
Searches its site ranks for
34,435 · 4,330 in the top three
Sites linking to it
4,804
Paid Google search
6 searches its ads show for, about 28 clicks and $2,272 a month (estimate)
Ads on GoogleDetailLess
120+ ads · 118 text, 2 image · 120 shown in the last 30 days

First shown February 2025, as HIGHRADIUS CORPORATION, verified. Ads started 2025-10 to 2026-09: 107 in the year, 13 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
9%
rank 4 of 83 in cash application
Segment leader
9%
Versapay
First choices
151 across its categories
Named in
717 answers
Its own site cited
in 691 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

What it publishes

ShowHide
Addresses on highradius.com
4,525
subdomains included
Content
2,560
counted in the table below
Documentation
6
Product · Integration
299 · 23
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog1,40402026-05-19Cash application, Cash flow forecasting
Report or ebook42422026-09-25Cash application, Cash flow forecasting
Webinar or virtual event14712026-07-08Cash application, Cash flow forecasting
Case study14302026-05-21Account reconciliation
Template or tool11102024-12-04Cash application, Accounts receivable auto
Glossary or explainer9102025-05-26Treasury management syst, ERP systems
Comparison8302026-03-17Accounting software, Financial close manageme
News or press8102026-02-27Cash application
Podcast or video5722026-07-29
Conference or event1902025-04-17

Most recent

How it is countedHide how it is counted

Every page highradius.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.

Names read as HighRadius

What the judge wrote, as written, with how often. The vendor table decides that these count as HighRadius; a claim can dispute any of them.
HighRadius Treasury 2HighRadius (Autonomous Accounting) 1HighRadius (Mid-Market Edition) 1HighRadius (RadiusOne Suite) 1

Follow HighRadius

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

HighRadius is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Autonomous Finance for O2C, Treasury & R2R
For
The Office Of The CFO
Price stated
Now Pay Only For The Business Outcomes highradius.com
Starting price
$0 highradius.com
Integrations claimed
50 highradius.com
Certifications
Global PCI DSSISO/IEC 27001:2022SOC 1 Type 2SOC 2 Type 2SOC 3TX-RAMPEU-US DPFGDPR
Customers named
Coca-Cola Bottlers (CCBSSS)L'OréalDXPDanone North AmericaSiemens Healthineers AGKonica Minolta Business Solutions, U.S.A., Inc.Russell Stover Candies Inc.QuVa Pharma, Inc. - USA
Not stated on the pages read
Free plan or trial, hosting

What HighRadius's own pages state, read September 28, 2026: highradius.com, highradius.com/pricing, trust.highradius.com, highradius.com/product, highradius.com/resources/customers. A claimed page can correct any of them.

Is this your product?

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 HighRadius'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 HighRadius, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for HighRadius by email, built from the raw record of the edition. It shows:

  • where HighRadius is named, by buyer and by framing, and which cells hold its first choices;
  • the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
  • its vocabulary against the segment leader's, and the pages the models cited;
  • who was chosen in the answers that did not name HighRadius, and every reason the record gives;
  • a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
  • one page of published figures cleared to show a buyer.
The subscriber app

A verification link goes to your work email; an address at highradius.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.