Neural Markets vs Koyfin
Neural Markets vs
Koyfin.
Koyfin modernized market dashboards. Neural Markets goes a layer deeper: an AI analyst that works the data for you, and a thesis workflow that keeps checking your reasoning after you buy.
Koyfin earned its following with clean dashboards, broad data, and flexible graphing at a fair price. But it is fundamentally a viewing tool: you configure screens and charts by hand, read the data yourself, and keep your actual investment reasoning somewhere else. Nothing in Koyfin knows your thesis or tells you when it breaks.
Neural Markets treats the dashboard as the starting point. Describe a screen or a chart in plain English and the agent builds it. Commit to an idea and it becomes a living thesis — pillars with health states, tested against each print, filing, and headline, with your track record scored from the entry you called.
| Feature comparison · July 2026 | Neural Markets | KoyfinResearch platform |
|---|---|---|
| AI research | ||
| Agentic AI analystAn agent that runs tools over live data and your account, not a chatbox | Works your data and your account | — |
| Grounded, cited answersResponses wired to live, timestamped market data | Sourced from the numbers | — |
| Choice of frontier AI models | Claude and other frontier models | — |
| Screening | ||
| Natural-language screenerDescribe the setup in plain English; get matching names | — | |
| Traditional filter screening | ||
| Charting | ||
| Natural-language chartsDescribe a chart; get it built on live data | — | |
| Custom chart builderAny metric, derived ratios, dual axis, comparisons, indicators | Strong custom graphs | |
| Saved charts in research notesA chart library you can @mention inside a thesis | Dashboards | |
| Thesis management | ||
| Living thesis editorWrite the why next to the data behind it | — | |
| Falsifiable pillarsEach claim gets a testable condition and a health state | — | |
| Performance scorecardYour first rating stamps entry price and starts the track record | — | |
| PDF memo export | Structured IC-style memos | — |
| Monitoring | ||
| Evidence-driven alertsAlerts on the facts under a thesis, not just price levels | Price alerts | |
| News-driven thesis checksHeadlines and filings tested against your pillars automatically | — | |
| Data coverage | ||
| Fundamentals & financials | ||
| SEC filings & segment KPIsRevenue / operating income by segment, geography, product | XBRL segment breakdowns | Segments on higher tiers |
| Earnings transcripts | ||
| Macro & policy calendarFRED releases, FOMC, Treasury auctions | ||
| Valuation | ||
| Built-in DCFFade-path model with a consistent terminal value | — | |
| Comparables with implied valuePeer multiples translated into implied price bands | Comp tables; no implied bands | |
| Platform | ||
| Price | $50/seat/mo · 14-day trial | Free–$79/mo |
Based on publicly available information as of July 2026. Products evolve — if something here is out of date, tell us at hello@neuralmarkets.ai and we will fix it.
Where Neural Markets wins
Ask instead of configure
Natural-language screening and charting replace hand-built filter sets and graph templates — and you can still fine-tune everything manually.
Learn moreYour reasoning, on the record
Koyfin shows you data; Neural Markets also holds why you own it — living theses with falsifiable pillars, versions, and PDF memos.
Learn moreAlerts on evidence, not just price
Price alerts tell you the market moved. Neural Markets tells you when the facts under your thesis moved — margin prints, guidance cuts, filing changes.
Learn moreWhen Koyfin is the better fit
Koyfin has broader multi-asset dashboard coverage (FX, global macro views) and a mature template ecosystem. If your workflow is primarily monitoring dashboards you have already built, and you do not want AI in the loop, Koyfin remains excellent.
Frequently asked questions
- Is Neural Markets a Koyfin alternative?
- Yes — Neural Markets covers Koyfin’s core workflow (screening, custom charting, fundamentals, transcripts) and adds an agentic AI analyst, natural-language screening and charting, built-in DCF and comps, and living theses with evidence-driven monitoring.
- What can Neural Markets do that Koyfin cannot?
- Run research through an AI agent grounded in live data, build screens and charts from plain-English descriptions, value companies with built-in DCF and implied-price comps, and monitor your thesis pillars against news, filings, and earnings — not just price levels.
- How do Koyfin and Neural Markets prices compare?
- Koyfin runs from free to $79/month depending on tier. Neural Markets is one plan at $50 per seat per month — the full platform for individuals and investment teams alike, with a 14-day free trial.
Investment research is fragmented.
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