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>>manually approved · 474 tools indexed·since 2026
index / Fira Research vs ToltIQ

>_ Fira Research vs ToltIQ

Fira Research and ToltIQ, side-by-side. Compare the facts below, then pick the one that fits your workflow.

Fira Research
ToltIQ
one-liner
AI financial-research assistant (YC-backed) — multi-document Q&A across thousands of filings with granular citations, instant P&L Excel extraction, and peer benchmarking.
PE due-diligence AI from ex-KKR CIO Ed Brandman — query entire virtual data rooms with source-linked answers across financial, legal, technical, and market documents.
best for
financial analysts conducting quantitative and qualitative research across hundreds of complex filings and data rooms.
private markets professionals (PE, VC) running due diligence on deal rooms with unstructured documents.
key feature
Multi-document Q&A with granular per-sentence source citations
Bulk-query VDRs (60M+ pages indexed) with source-cited PE-specific outputs
who uses it
RIA, Hedge Fund, Investment Bank, Family Office, Mutual Fund
Private Equity, Venture Capital
asset class
Equities
Private Markets
function
AI Agents
AI Agents
strategies
Fundamental Analysis, Value Investing, Long-Term Investing
Fundamental Analysis, Event-Driven / Special Situations
workflow
Research
Research
instruments
Stocks
—
regions
North America, Europe
—
pricing
FREE-CALL
CALL
plans
Free $0/month · Pro $99/month · Enterprise Custom
—
free tier
yes
no
model
freemium
enterprise
via
web, mcp
web
audience
pro · other
pro · hedge fund
upvotes
0
0

Fira Research vs ToltIQ: key differences

  • Fira Research has a free tier; ToltIQ is CALL.
  • Fira Research covers Equities; ToltIQ covers Private Markets.
  • Only Fira Research is available via mcp.
  • Fira Research lists RIA, Hedge Fund, Investment Bank, Family Office, Mutual Fund users; ToltIQ does not.
  • ToltIQ lists Private Equity, Venture Capital users; Fira Research does not.
  • Fira Research is tagged for value investing, long-term investing.
  • ToltIQ is tagged for event-driven / special situations.

about Fira Research

ai analyst for financial research — multi-document Q&A across sec filings, earnings releases, and internal documents with per-sentence source citations. extracts P&Ls from PDFs to formatted excel, benchmarks peer companies, and verifies numbers against source filings. integrates public market data, company house, and user cloud storage (gdrive, sharepoint, box).

about ToltIQ

ai platform for private markets due diligence — upload entire virtual data rooms (VDR), query across financial/legal/technical/market documents, every answer source-cited. includes workflows, blueprints, bulk query across hundreds of docs, and shared vaults for firm templates/research. built by ex-KKR CIO Ed Brandman.

Fira Research
AI financial-research assistant (YC-backed) — multi-document Q&A across thousands of filings with granular citations, instant P&L Excel extraction, and peer benchmarking.
[↗] visit firaresearch.com
ToltIQ
PE due-diligence AI from ex-KKR CIO Ed Brandman — query entire virtual data rooms with source-linked answers across financial, legal, technical, and market documents.
[↗] visit toltiq.com

See full data, pricing and alternatives on the Fira Research profile page, or the ToltIQ profile page.

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