Every category where a model named Hyperscience Hypercell 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.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Intelligent document processing	Data platform	0%	17 of 89	17%	18	accepted challenger

Movement

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

By model

How each model treated Hyperscience Hypercell across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	1	0	0	1
GPT-5.4 mini	0	1	0	0	1
Gemini 3.5 Flash	0	1	0	0	1
Perplexity Sonar	0	0	1	0	1
Grok 4.1 Fast	0	0	3	1	4
Mistral Small	0	0	2	0	2
DeepSeek V4 Flash	1	0	0	0	1
Llama 4 Maverick	0	0	0	0	0
Qwen 3.7 Flash	0	0	1	0	1
Kimi K2	0	0	1	1	2
GLM 4.7 FlashX	0	1	0	0	1
MiniMax M2.5	0	0	1	0	1
GPT-6 Luna	0	0	0	0	0
Muse Glimmer 30B	1	0	0	1	2

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

Direct12 labelsNone

Paraphrase8 labelsNone

Comparative27 labels7not counted in share

Budget-constrained9 labels1

Scale-constrained8 labels1

Negative7 labels1not counted in share

First choiceAlternativeMentionNegative71 labels in all, every segment counted; 2 of the 10 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.

“If you need enterprise governance and analytics, ABBYY Vantage and Hyperscience lead for regulated, high-volume work.” Muse Glimmer 30B · Document processing · comparative prompt · first choice

“Gartner positioned it furthest for completeness of vision” DeepSeek V4 Flash · Document processing · comparative prompt · first choice

“Best for high-volume insurance, healthcare, and financial services workflows that need accurate extraction on highly variable documents.” Claude Haiku 4.5 · Document processing · comparative prompt · alternative

“Choose Hyperscience if you are processing massive volumes of physical, handwritten, or poorly scanned documents” Gemini 3.5 Flash · Document processing · 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.

“Avoid ABBYY/UiPath/Hyperscience unless you have dedicated IT resources” Kimi K2 · Document processing · paraphrase prompt · hard negative

“Honest weakness: Premium pricing and a more deliberate sales cycle. Smaller mid-market buyers often find the platform overspec'd.” Muse Glimmer 30B · Document processing · direct prompt · soft negative

“Some note Hyperscience as pricier than alternatives with similar features” Grok 4.1 Fast · Document processing · negative prompt · soft negative

Named alongside

The products named in the same answers as Hyperscience Hypercell, over the 71 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Hyperscience Hypercell was named but was not.

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ProductSame answerTook the first choice insteadHead to head

ABBYY Vantage62 of 7118Not among the top eight

UiPath Document Understanding59 of 713Not among the top eight

Rossum47 of 717Not among the top eight

Google Document AI36 of 710Not among the top eight

Amazon Textract35 of 710Not among the top eight

Nanonets26 of 719Not among the top eight

Docsumo23 of 716Not among the top eight

Tungsten Automation23 of 710Not among the top eight

Azure AI Document Intelligence20 of 710Not among the top eight

Automation Anywhere17 of 710Not 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 Hyperscience Hypercell. 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 69 of the 71 answers that named Hyperscience Hypercell and are not a share of its labels.

Domains cited

llamaindex.ai43

docsumo.com38

flowwright.com25

research.isg-one.com23

g2.com22

abbyy.com21

gartner.com21

guideflow.com21

larksuite.com21

doxis.com20

255 of the 255 domain citations in answers naming Hyperscience Hypercell came from somebody else's page.

Pages cited

llamaindex.ai/insights/best-idp-tools34

docsumo.com/blog/the-best-intelligent-document-processing-software33

flowwright.com/blog/8-best-intelligent-document-processing-software23

larksuite.com/en_us/blog/intelligent-document-processing-software21

research.isg-one.com/buyers-guide/digital_technology/intelligent_document_processing/202421

doxis.com/en/blog/best-idp-software19

guideflow.com/blog/intelligent-document-processing-software19

gartner.com/reviews/market/intelligent-document-processing-solutions18

Pages are listed as the models cited them.

Search and answers

hyperscience.ai ranks 5 on Google for the category's searches. In the answers, Hyperscience Hypercell takes 0% of first choices and Nanonets takes 32%.

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In search

Google, US estimates

Position for “intelligent document processing platform”

Position for “intelligent document processing platforms”

–

not in the top ten

Searches for its name, Google: 10 a month (“hyperscience hypercell”)
AI search demand for its name, est.: 0 a month
Organic visits to its site: about 3,669 a month
Searches its site ranks for: 713 · 25 in the top three
Sites linking to it: 1,725
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

3 ads · 3 text · 1 shown in the last 30 days

First shown September 2024, as Hyper Labs, Inc., verified. Ads started 2025-11 to 2026-10: 1 in the year, 2 before.

On Google's pages: 1 2 3

In answers

This edition

Share of first choices

rank 17 of 89 in document processing

Segment leader

32%

Nanonets

First choices: 2 across its categories
Named in: 71 answers
Its own site cited: in 69 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 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

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Addresses on hyperscience.ai

572

subdomains included

Content

281

counted in the table below

Documentation

Product · Integration

27 · 0

Kind	Pages	Last 90 days	Latest	Categories named
Blog	190	7	2026-08-17	Document processing, RPA
News or press	66	4	2026-09-29	Document processing
Webinar or virtual event	9	1	2026-09-29
Comparison	9	0	2026-02-24	RPA
Case study	3	0	2022-11-01
Report or ebook	3	1	2026-08-25
Podcast or video	1	0	2023-05-09

Most recent

2026-09-29Hyperscience advances hypercell to unlock enterprise data for the agentic ai era news or press
2026-09-29Hypercell fall 26 release unlocking enterprise data for the agentic ai era webinar or virtual event
2026-09-28New hyperscience report finds that enterprise ai costs are blowing past budgets by up to 30x and 4 in 5 companies are di news or press
2026-09-14Hyperscience recognized as a leader for the second consecutive year in the gartner magic quadrant for intelligent docume news or press
2026-08-25Idc white paper finds organizations unlock millions in annual business value by automating enterprise document workflows report or ebook
2026-08-17How do you know the ai got it right blog

How it is countedHide how it is counted

Every page hyperscience.ai 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 October 5, 2026.

Names read as Hyperscience Hypercell

What the judge wrote, as written, with how often. The vendor table decides that these count as Hyperscience Hypercell; a claim can dispute any of them.

Hyperscience 15Hyperscience (Hypercell) 1

Follow Hyperscience Hypercell

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

Hyperscience Hypercell is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Enterprise AI Platform
hyperscience.ai/security
For: agencies and contractors operating in highly regulated environments
hyperscience.ai/security
Price stated: volume-based and outcome-driven rather than per-user hyperscience.ai/platform
Certifications: FedRAMP High authorizedFedRAMP High AuthorizationTX-RAMP Level 2 certificationSOC 2 Type IICyber Essentials PlusISO 27001FedRAMP HighGDPR
Hosting: AWSGCPAWS GovCloud via FedSTART
Customers named: American ExpressCharles SchwabMetLifeMutual of OmahaStrykerVolkswagenHirschbachCalifornia Dept. of Corrections
Not stated on the pages read: Starting price, free plan or trial, integrations

What Hyperscience Hypercell's own pages state, read October 5, 2026: hyperscience.ai, hyperscience.ai/security, hyperscience.ai/platform, hyperscience.ai/customer-stories, hyperscience.ai/partners. 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 Hyperscience Hypercell'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 Hyperscience Hypercell, 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 Hyperscience Hypercell by email, built from the raw record of the edition. It shows:

where Hyperscience Hypercell 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 Hyperscience Hypercell, 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.