ComparisonThe open web in seconds, and the entitlement behind the memo
Reviewed

AllMind vs Perplexity Finance

AllMind is an AI research system for institutional investors: licensed content and the firm’s own systems held as one map of entities and relationships that agents traverse.

Perplexity Finance is a public-web answer engine with a finance vertical and an enterprise agent layer, Computer for Professional Finance.

The split is whose license the premium data sits on.

Editorial cover reading 'General AI, compared' over a machine feeding a stack of glass sheets across a dark desk
The short version
01
AllMind
AI research system for institutional investors

Indexes 6,800+ premium data sources, Expert Insights and your Snowflake, Databricks or S3 estate into one map of entities and relationships, then works a question for minutes or hours before returning a cited memo, Excel model or deck.

02
Perplexity Finance
AI answer engine with a finance vertical

Cited public-web answers, an Earnings Hub, price alerts and scheduled Tasks, plus Computer for Professional Finance, an agent layer that connects to Morningstar, PitchBook, Daloopa, FactSet and Guidepoint under licenses the buyer holds (company-stated, 2026).

03
How to choose
Whose license the data sits on

If your firm already pays for the data and wants a fast agent over it this week, Perplexity switches that on cheaply. If the content has to arrive with the platform and the permissions have to hold, that is the AllMind case.

At a glance

Feature by feature

Twenty-five capabilities, read from what each company publishes rather than from a demo. Four go to Perplexity outright and a fifth, crypto data, is simply not documented on the AllMind side. The Perplexity column names the tier or the license a capability depends on wherever one exists.

Answering and reasoning

Real-time public-web answer engine

AllMind
Not supported
Perplexity Finance
Supported

Source-grounded answers with citations

AllMind
Supported
Perplexity Finance
Supported

Every number traced to the passage behind it

AllMind
Supported
Perplexity Finance
Figure-level, claimed

Financial ontology of entities and relationships

AllMind
Supported
Perplexity Finance
Not supported

Long-running multi-source agent runs

AllMind
Supported
Perplexity Finance
Supported

Content and entitlements

Expert-call transcripts included

AllMind
Expert Insights
Perplexity Finance
Bring your own license

Aftermarket broker research included

AllMind
On a delay
Perplexity Finance
Not supported

Live embargoed broker research

AllMind
Firm’s RMS entitlement
Perplexity Finance
Not supported

Premium data partners in the box

AllMind
FactSet, S&P, LSEG, MSCI
Perplexity Finance
14 built in, unnamed; licensed depth BYO

Company and market data

SEC and SEDAR filings

AllMind
Supported
Perplexity Finance
SEC yes, SEDAR unclear

Exchange coverage

AllMind
40+ exchange & venue feeds
Perplexity Finance
Varies by symbol

Custodial portfolio aggregation

AllMind
Not supported
Perplexity Finance
Supported

Crypto market data

AllMind
Not documented
Perplexity Finance
Via Coinbase

The firm’s own data

Warehouse queried in place via scoped IAM

AllMind
Supported
Perplexity Finance
Connector, not in place

Internal data mapped into the ontology

AllMind
Supported
Perplexity Finance
Not supported

Per-user entitlements every agent inherits

AllMind
Supported
Perplexity Finance
Org connector controls

Data room with Drive and OneDrive sync

AllMind
Supported
Perplexity Finance
Uploads and connectors

Deliverables and automation

Excel models with live formulas

AllMind
Supported
Perplexity Finance
Add-in described as coming

Decks from investment-bank templates

AllMind
20+ templates
Perplexity Finance
Workflow outputs

Scheduled and recurring automations

AllMind
Supported
Perplexity Finance
Supported

One automation across a coverage list

AllMind
Up to 200 companies
Perplexity Finance
Not documented

Access, governance and cost

Published list pricing

AllMind
Not supported
Perplexity Finance
Supported

Free tier and self-serve signup

AllMind
Not supported
Perplexity Finance
Supported

Enterprise audit logs

AllMind
Supported
Perplexity Finance
50+ seats or Max tier

SOC 2 Type II

AllMind
Supported
Perplexity Finance
Supported

Compiled from public sources on 30 August 2026. Cells reading “Not documented” or “unclear” are not publicly documented, not known absences. Perplexity’s own site blocks automated readers, so its marks come from docs.perplexity.ai, wire-service releases and dated third-party reporting, and the prices elsewhere on this page are third-party reports of the vendor’s published figures.

See AllMind on your own coverage
Where AllMind leads

Three places the two products stop being interchangeable

01Licensed by you, or included

Perplexity reasons over the subscriptions you already pay for

Perplexity’s premium finance depth runs on licenses you already hold. Computer for Professional Finance, available to enterprise customers from early May 2026, plugs existing Morningstar, PitchBook, Daloopa, Carbon Arc and FactSet subscriptions into an agent through connectors, and Dun & Bradstreet added two of its own over MCP on 26 August 2026. Daloopa’s chief executive called the arrangement “enabling teams to bring their existing data licenses into AI platforms,” and that release names it a bring-your-own-license model. Guidepoint now supplies expert-call transcripts the same way, to firms already holding a Guidepoint contract.

AllMind sells the entitlement rather than the reading surface. Expert Insights is its own class of expert-call transcripts with senior operators and industry specialists, entitled to the firm or arranged through AllMind, so a desk reads them without an expert-network contract of its own. Broker research is the fair exception on both sides: embargoed research at publication still needs the firm’s own RMS entitlement here, and the aftermarket file arrives on a delay that varies by broker.

AllMind reading entitled expert-call transcripts and filings in one search result
Document SearchAllMind product interface
02Relationships, not per-symbol lookups

The question that runs three nodes out needs an ontology

Perplexity’s Finance Search answers from structured fields for one supported symbol at a time. Its documentation scopes the tool to public equities and ETFs, names no data providers, and says coverage “depends on the symbol, exchange, asset class, geography, and source data availability” and that market data “may be delayed, incomplete, or unavailable for some symbols.” That is a lookup with a model on top, and for most questions it is enough.

AllMind is built the other way, around an ontology. It links a company to its suppliers, its customers, the estimates set against it, the filings behind it and the firm’s own prior work, and an agent traverses those links instead of fetching documents one at a time. That is what answers which names on your coverage list buy from a supplier whose largest customer just cut guidance, and what your own model already assumed about them. The cost of the design is scope: it earns its keep on long multi-source work, not on a single fact.

AllMind grid resolving one metric across an entire coverage list at once
GridsAllMind product interface
03The half of the answer inside your firm

Reaching internal data is not the same as joining it

Perplexity reaches internal data through connectors; AllMind joins it into the same model as everything else. VentureBeat reported on 10 March 2026 that enterprise buyers get Snowflake, Datadog, Salesforce, SharePoint and HubSpot connectors, more than a hundred prebuilt integrations, and a bring-your-own-connector route over MCP that an admin can share across the organization. ERP Today added on 24 June 2026 that the Snowflake connector is a separate enterprise release rather than part of the finance product.

A scoped IAM role lets AllMind run the query inside Snowflake, Databricks or S3 rather than copying rows out of the firm’s environment, and Data Rooms sync folders from Google Drive and OneDrive. The difference shows up after the connection. Internal models, positions and prior research land in the same ontology as filings, estimates and broker research, so one agent run reads across both, per-user entitlements are inherited by every run and can never be widened, and every access is logged.

A firm’s internal files joined to the licensed corpus inside AllMind
Data RoomAllMind product interface
In fairness

Where Perplexity Finance is strong

Perplexity earns its place on a desk, and the best public evidence for its citation record is not its own. When the Tow Center at Columbia tested eight generative search tools across 1,600 news queries in March 2025, the field was wrong more than 60% of the time and Perplexity 37%, the lowest figure in the set. Two caveats: the paid Pro tier scored worse than the free one, and the study’s conclusion is that all eight are bad at it.

The finance surface has moved quickly since. An Earnings Hub transcribes and summarizes a call while it is still in session, alongside price alerts, scheduled Tasks, Coinbase crypto data and, from 26 August 2026, a Flanks connector reaching holdings, positions and transaction histories across more than 700 financial institutions. Computer for Professional Finance added roughly 35 prebuilt analyst workflows and a claimed figure-level audit trail where hovering a number shows the source behind it. And Perplexity publishes its prices, which almost nobody in this category does.

The platforms

Two products with two different ideas about where the evidence lives

01

AllMind

AI research system for institutional investors

AllMind indexes licensed market and document data, expert-call transcripts and the firm’s own systems into one ontology of entities and relationships, then runs agents across it for minutes or hours at a time. It is bought for deep multi-source work: an initiation, a diligence pass, an earnings review across a coverage list.

Every number carries provenance back to the passage that produced it, with the calculation shown, and a verification pass re-reads figures before a report leaves the system.

02

Perplexity Finance

AI answer engine with a finance vertical and an agent layer

Perplexity is a consumer-scale answer engine over the live public web with a finance vertical on top: quotes, charts, an Earnings Hub, price alerts and scheduled Tasks. Computer for Professional Finance, available to enterprise customers from early May 2026, adds an agent layer with roughly 35 prebuilt analyst workflows (company-stated) and connectors to licensed data providers.

Filings, transcripts, consensus estimates and exchange data are built in; the premium half arrives under licenses the buyer already holds. Prices are published and a free tier exists.

Strengths and trade-offs

What each one is good at, and what it costs you

Six things each side genuinely does, and the limits that come with them. AllMind’s trade-offs are scope limits it states about itself; Perplexity’s come from its own documentation and from the tier gates in its published pricing.
01

AllMind

Strengths
  • Expert Insights ships as a built-in class of expert-call transcripts, entitled to the firm
  • Ontology traversal from a company to its suppliers, customers, estimates and filings
  • A scoped IAM role runs queries inside Snowflake, Databricks or S3, copying nothing out
  • Decks from 20+ investment-bank templates, Word memos, and Excel models carrying live formulas
  • Per-user entitlements agents inherit and can never widen, with every access logged
  • SOC 2 Type II certified November 2025, and no training on customer data
Trade-offs
  • No self-serve checkout and no monthly plan, so a quote comes before a login
  • Onboarding real depth means connecting internal systems, a data conversation rather than a signup
  • A bespoke house format still takes a formatting pass on top of the supplied template
  • ISO 27001 is targeted for Q1 2027; SOC 2 Type II is what is certified today
02

Perplexity Finance

Strengths
  • Real-time public-web answers with citations, published at $20 a month with a free tier below
  • Self-serve signup and published list prices, so no procurement cycle stands in the way
  • Earnings Hub transcribes and summarizes an earnings call while it is still in session
  • Licensed connectors to Morningstar, PitchBook, Daloopa, Carbon Arc, FactSet, Guidepoint and IBISWorld
  • Two Dun & Bradstreet connectors carrying a graph of more than 650 million business entities
  • Flanks account aggregation across more than 700 financial institutions in more than 33 countries
Trade-offs
  • Audit logs and SCIM need 50 or more seats, or one $325 Enterprise Max seat
  • Finance Search covers public equities and ETFs only, and its docs name no data providers
  • Premium finance depth is licensed by you, so those subscriptions stay on other invoices
  • No broker research library comes with a subscription in anything public sources could verify
Pricing

What AllMind and Perplexity Finance actually cost

Perplexity publishes list prices, which is rare in this category and a real advantage for a buyer. Two things are worth knowing before setting them against a quote. Its pricing page blocks automated readers, so the figures below are read through three independent directories rather than off the vendor page, all re-checked on 30 August 2026. And on both sides the seat is the smaller half of the bill.
01

AllMind

No published list price

Pricing is quote-based: no self-serve checkout, no monthly plan, and a sales conversation before anyone logs in. If you want to be working this afternoon, that is a real disadvantage and worth weighing. What the quote covers is the content itself: the dataset classes, Expert Insights, the internal-system connections and the entitlement scope, rather than an interface over subscriptions bought elsewhere.

List price
Not published
Contract
Quote-based, per seat and per deployment
Company-statedallmind.ai/contact, August 2026
Free tier or monthly plan
Neither
Company-statedallmind.ai/contact, August 2026
02

Perplexity Finance

Published, and read here through third parties

Perplexity puts prices on a public page, and that page returned HTTP 403 to our fetcher on 30 August 2026. The figures here come from three independent pricing directories that agree line for line on the prices: finout (27 April 2026), coworker.ai (17 July 2026, updated 25 August 2026) and geotoolbox (11 August 2026). They disagree on the non-price limits, so those are left off this page.

Enterprise Pro
$40 per seat / month, or $400 per seat / year
Enterprise Max
$325 per seat / month, or $3,250 per seat / year
Audit logs and SCIM
50+ seats, or one Enterprise Max seat
Finance Search tool, API
$5 per 1,000 invocations, model tokens billed separately
Decision note

What changes the quote

Three things move the Perplexity number more than the sticker does. Tier mix, since an organization can run some users on a $40 Enterprise Pro seat and its agent-heavy analysts on a $325 Enterprise Max seat, an eight-times spread inside one contract. Agent consumption, since VentureBeat reported on 10 March 2026 that Computer is metered in usage-based credits drawn from an organization-wide pool that administrators allocate per user. And the licensed data, which stays on your Morningstar, PitchBook, Daloopa or FactSet invoices.

On the AllMind side the drivers are seats, entitlement scope and how much internal-system connection the deployment involves.

The two contracts are not like-for-like. A $40 seat buys an interface and an agent over data you license elsewhere, with the fair qualifier that Perplexity’s March 2026 changelog says its built-in finance tools reach SEC filings, earnings transcripts, FactSet consensus estimates and exchange data with no setup of your own. An AllMind quote includes the content classes. Compare total invoices rather than sticker prices, and open perplexity.ai/pricing yourself before you budget against it.

By the job

Which one you want, task by task

Five jobs off a real desk, and the mechanism that decides each one. Two of them go to Perplexity, and one is honestly a case for paying for both.
Perplexity Finance

A name nobody here covers just dropped 9% and the PM wants to know why, now.

A live public-web index with citations reaches the downgrade note, the filing and the headlines before a governed corpus does. Treat what comes back as a lead rather than a fact: even at the lowest error rate of the eight tools the Tow Center tested, Perplexity was wrong on 37% of source-identification queries.

AllMind

Build the initiating-coverage deck on a mid-cap in our house format, with every number traceable.

Deck generation from 20+ investment-bank templates, with a provenance trail running from each figure back to the passage it came from. Expect a formatting pass if the house format is bespoke. Perplexity Computer produces work products, but into its own workflow outputs rather than a template you supply.

AllMind

Join our position and P&L data in Snowflake to filings and consensus, and answer across both.

A scoped IAM role runs the query inside the warehouse, and those tables land in the same ontology as the external corpus, so one agent run reads across both. Perplexity has a Snowflake connector at Enterprise, but it reaches the table rather than joining it into an entity model.

Perplexity Finance

We already pay for Morningstar, PitchBook and Daloopa, and we want an agent across all three by next week.

Bring-your-own-license MCP connectors and a published $40 per seat Enterprise Pro price, with no procurement cycle to wait on. One caveat for a regulated desk: on two of three readings, audit logging is not part of that $40 seat and needs 50 or more seats, or one Enterprise Max seat at $325.

Run both

Two-analyst shop trying to retire four subscriptions without hiring a fifth person.

Keep Perplexity for the open-web question at $20 or $40 a seat. The AllMind case here is consolidation rather than headcount: one system carrying the dataset classes, Expert Insights and document generation that a small desk could never justify buying separately.

The bottom line

The decision turns on whose license the data sits on: content that ships with the platform and permissions every agent inherits, or the open web plus the subscriptions your firm already buys.

Perplexity Finance is the faster, cheaper and more available product, and since Computer for Professional Finance arrived in early May 2026 it does real analyst work. What it does not carry is the entitlement: expert transcripts arrive through your Guidepoint contract, premium fundamentals through your Morningstar, PitchBook or FactSet contract.

AllMind is bought when the work runs for hours across licensed content and the firm’s own Snowflake, Databricks or S3 data, and when every access has to be logged against a per-user entitlement an agent cannot widen.

FAQ

AllMind vs Perplexity Finance, answered

Not entirely: Perplexity replaces the fast outside-in half of the job, but not the entitled content layer underneath. Perplexity covers live news, filing summaries, an earnings call transcribed while it runs, and since early May 2026 an agent layer with roughly 35 analyst workflows.

Perplexity’s premium finance depth is licensed by the buyer, so expert transcripts and premium fundamentals arrive through connectors you pay other vendors for. Its own March 2026 changelog says filings, transcripts, consensus estimates and exchange data are built in, so the line runs around entitled content, not all data.

Most desks that adopt Perplexity keep it and buy an institutional system beside it.

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