Financial research tools split into three jobs that get blurred in marketing: licensed document search, market data workstations, and general AI chat with citations. Mixing those jobs produces bad shortlists and surprise invoices.
Public packaging checked on September 18, 2026. Enterprise vendors without a rate card are labeled custom.
AI financial research tools compared at a glance
| Platform | Pricing | Best For | Link |
|---|---|---|---|
| AlphaSense | Custom enterprise* | Filings + transcripts + research | Visit β |
| Koyfin | Free; Plus ~$39β$49/mo* | Affordable market workstation | Visit β |
| Fiscal.ai | Free + paid* | Fundamentals assistant | Visit β |
| PitchBook | Custom* | Private-market data | Visit β |
| Perplexity | Free; Pro $20/mo* | Cited open-web research | Visit β |
*Checked September 18, 2026. AlphaSense and PitchBook do not publish a consumer rate card. Koyfin and Perplexity prices are self-serve and can change.
The best AI financial research platforms in 2026, compared
1. AlphaSense
Best enterprise document intelligence
Best for: Equity, strategy and IR teams that need AI search across filings, transcripts, broker research and expert content.
| Entry price | No public rate card; buyer and contract observations commonly land in five figures per year and scale with seats and content packages* |
| Free plan / trial | Sales-led evaluations |
| AI layer | Generative search and summarization over licensed premium content, not just the open web |
| Content | SEC filings, earnings, broker research and expert / call content depending on package |
| Main tradeoff | Price and procurement cycle sit in enterprise software, not consumer SaaS |
- The differentiator is the licensed corpus, not a generic chatbot.
- Do not treat third-party contract medians as your quote.
- Fit collapses if your work is mostly real-time prices rather than documents.
2. Koyfin
Best affordable market workstation
Best for: Analysts, RIAs and serious individual investors who want charts, fundamentals and dashboards without a terminal contract.
| Entry price | Free tier; Plus publicly listed around $39β$49/mo when billed annually (about $468/yr in 2026 compilations); higher Advisor tiers exist* |
| Free plan / trial | Yes, with watchlist and screen limits |
| AI layer | Assisted screening and research inside a market-data workstation |
| Content | Public-market prices, fundamentals, estimates β not AlphaSenseβs broker-research vault |
| Main tradeoff | Not a substitute for expert transcripts or private-market databases |
- The value gap versus a Bloomberg seat is the whole pitch.
- Start on the free tier and pay only when limits bind.
- Confirm live plan names β Koyfin has retiered before.
3. Fiscal.ai
Best fundamentals-first research assistant
Best for: Public-equity researchers who want filings, financials and an AI layer without an enterprise contract.
| Entry price | Free tier with paid upgrades; public roundups in 2026 often place paid entry near ~$50/mo β verify on the live site* |
| Free plan / trial | Yes |
| AI layer | Question-answering over company financials and filings |
| Content | Public company fundamentals and documents |
| Main tradeoff | Shallower alternative data and expert content than AlphaSense or PitchBook |
- Use it as a fast fundamental copilot, not as a terminal.
- Pair with a price/charting tool if you also trade.
- Check citation behavior on any number you will put in a memo.
4. PitchBook
Best private-market data
Best for: VC, PE, corp-dev and bankers who need company, deal, investor and comparable data in private markets.
| Entry price | Custom, seat-based* |
| Free plan / trial | Limited public pages; production seats are licensed |
| AI layer | Search and summary features on top of the PitchBook dataset |
| Content | Private companies, funding rounds, investors, M&A |
| Main tradeoff | Wrong tool for public-only long-only research |
- Buy PitchBook for the dataset, not for the chatbot.
- One seat is rarely the real cost β coverage packages matter.
- Compare against CapIQ or Preqin only after you name the workflow.
5. Perplexity
Best open-web research copilot
Best for: Anyone who needs cited answers from the current web, including markets coverage, without a data-terminal contract.
| Entry price | Free tier; Pro commonly $20/mo* |
| Free plan / trial | Yes |
| AI layer | Live web synthesis with citations; Finance surfaces exist inside the consumer product |
| Content | Open web + whatever connectors your plan includes β not a licensed filing warehouse |
| Main tradeoff | Citations help, but it is not a system of record for prices or filings |
- Fastest way to start a question before opening a paid terminal.
- Do not paste Pro at $20/mo against AlphaSense in a procurement matrix β different jobs.
- Verify every figure you will publish or trade on.
Kurums Match: choose by workflow
Start with the job you need to complete, then expand the closest match.
I live in transcripts, 10-Ks and broker notes
Start with AlphaSense. Budget an enterprise evaluation, not a $20/mo experiment.
I need charts, screens and fundamentals on a budget
Start with Koyfin. Use the free tier until watchlist and history limits bind.
I want to ask questions of a 10-K
Start with Fiscal.ai or Perplexity. Fiscal.ai is closer to fundamentals; Perplexity is closer to the live web.
I work deals and private companies
Start with PitchBook. Do not expect it to replace a market terminal.
What to compare before you buy
Ask three questions: Is the number coming from a licensed feed, a filing, or a generated sentence? Can I click through to the source? What happens when the model is wrong on a figure I put in a client memo?
Our verdict
Pay enterprise money only for licensed content you cannot get elsewhere. Use Koyfin or Fiscal.ai for public-market work on a budget. Keep Perplexity as a first-pass copilot, not as the file of record.
How we evaluated these tools
Kurums reviewed official sites and clearly labeled public pricing signals on September 18, 2026. No product is scored or endorsed.
Frequently Asked Questions
What is the best AI financial research tool in 2026?
AlphaSense for licensed document search, Koyfin for affordable market data, Fiscal.ai for fundamentals Q&A, PitchBook for private markets, Perplexity for cited web research.
How much is AlphaSense?
It does not publish a rate card. Public contract snippets and buyer-data compilations suggest five-figure annual deals that scale with seats and content packs. Get a quote.
Can these tools replace Bloomberg?
Not for real-time trading workflows. They can replace parts of document search or charting at a lower price.
Is this investment advice?
No. This is a software comparison. It is not a recommendation to buy or sell any security.
β See all AI tools & comparisons
Last Updated: September 18, 2026 Β· Reviewed by the Kurums Finance editorial team.
Disclosure: This comparison is independent and informational. Some outbound links may be affiliate links. Affiliate eligibility does not determine product order, labels or conclusions. Verify pricing, availability, data-processing terms and regulatory fit directly with each provider. This page is not investment, tax or accounting advice.
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