Tool Comparison
Reflexivity vs Winus
- Paid from
- $99.99/mo, billed monthly
- Free plan
- Yes
- Platforms
- Web, API
Best if
- Delayed quotes won't cut it; you need real-time data
- You want an API so you can script or automate things
- You want screeners, quant, and performance attribution.
- Paid from
- $29/mo, billed monthly
- Free plan
- Yes
- Platforms
- Web
Best if
- You want a lower paid starting price: $29/mo, billed monthly instead of $99.99/mo, billed monthly
- You want education, financials, and macro data.
- You're newer to investing and want something approachable
Pick Reflexivity if
Reflexivity
Free • From $99.99/mo, billed monthly · Web · API
- Delayed quotes won't cut it; you need real-time data
- You want an API so you can script or automate things
- You want screeners, quant, and performance attribution.
Pick Winus if
Winus
Free • From $29/mo, billed monthly · Web
- You want a lower paid starting price: $29/mo, billed monthly instead of $99.99/mo, billed monthly
- You want education, financials, and macro data.
- You're newer to investing and want something approachable
Skip both if: Neither one clicks with how you research; there are strong third options.
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Our take
The bottom line
Reflexivity and Winus cover a lot of the same ground (2 shared categories, AI research and AI chat), so for the basics you won't go far wrong with either. Reflexivity simply does more: 13 categories to Winus's 5, including screeners, quant, and performance attribution. Winus counters by offering a lower paid starting price at $29/mo, billed monthly.
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Key differences at a glance
- Cheaper paid plan
- Winus$29/mo, billed monthly vs $99.99/mo, billed monthly
- Broader coverage
- Reflexivity13 vs 5 categories
- API access
- Reflexivity
- Real-time data
- Reflexivity
- Asset coverage
- WinusAdds mutual funds and options
- Beginner friendly
- Winus
What Reflexivity does best
- AI research workflows over institutional datasets from providers such as S&P Global, LSEG Datastream, Nasdaq, Cboe, and other sources included in the platform.
- Tools for running Deep Research workflows that can analyze data, write and execute code, create research reports, and export data or visualizations.
- Search across filings, transcripts, presentations, central bank documents, and proprietary uploads through Document Intelligence.
- OCR on charts and tables so documents can become searchable and analyzable research inputs.
- Monitor portfolios with real-time alerts, risk and exposure analytics, performance attribution, and daily insight generation.
What Winus does best
- Ask finance questions through Financial Chat or run a longer Deep Research workflow with an outline, citations, calculations, and review steps.
- Use AI Factcheck to extract claims, compare them with traceable sources, show calculations, and mark results as true, false, or unverifiable.
- Run repeatable agent tasks for company research, market monitoring, reporting, and follow-up analysis.
- Create, share, and deploy reusable financial Skills for repeatable team workflows.
- Research companies, funds, fixed income, currencies, commodities, macroeconomic data, industries, supply chains, corporate entities, news, and alternative data.
Side by side
Pricing comparison
See for yourself
Side by side
Price, platforms, data, and market coverage.ShowHide
Side by side
| Attribute | ||
|---|---|---|
| Pricing & plans | ||
Starting price | Free • From $99.99/mo, billed monthly | Free • From $29/mo, billed monthly |
Free tier | Yes | Yes |
Free trial | — | — |
Plan limits | 7 limits: Basic via IBKR: market coverage: US equities, Basic via IBKR: news sources: Benzinga only +5 more | 10 limits: Free: daily credits: 400, Free: concurrent tasks: 1 +8 more |
| Platforms & access | ||
Web app | Yes | Yes |
Mobile app | No | No |
API access | Yes | No |
Broker sync | No | — |
| Audience & fit | ||
Experience level | Intermediate, Advanced | Beginner, Advanced |
Best for | — | Institutional Investors, Analysts +2 more |
Categories covered | 13 | 5 |
Regions | North America, Europe, APAC, LatAm, Middle East, Africa | — |
| Data & capabilities | ||
Data quality | Latency: Real-time and End of Day and Granularity: EOD | — |
Capabilities | 5 signals: Universe builder, Stress tests: Rates, FX, and EquityCrash +3 more | — |
Security | SOC2 | 4 signals: Data residency: US, EU, and Other, Encryption at rest +2 more |
| Try it | Visit Reflexivity | Visit Winus |
Standout features
The best features of Reflexivity and Winus.ShowHide
Standout features
What Reflexivity does best
- AI research workflows over institutional datasets from providers such as S&P Global, LSEG Datastream, Nasdaq, Cboe, and other sources included in the platform.
- Tools for running Deep Research workflows that can analyze data, write and execute code, create research reports, and export data or visualizations.
- Search across filings, transcripts, presentations, central bank documents, and proprietary uploads through Document Intelligence.
- OCR on charts and tables so documents can become searchable and analyzable research inputs.
- Monitor portfolios with real-time alerts, risk and exposure analytics, performance attribution, and daily insight generation.
What Winus does best
- Ask finance questions through Financial Chat or run a longer Deep Research workflow with an outline, citations, calculations, and review steps.
- Use AI Factcheck to extract claims, compare them with traceable sources, show calculations, and mark results as true, false, or unverifiable.
- Run repeatable agent tasks for company research, market monitoring, reporting, and follow-up analysis.
- Create, share, and deploy reusable financial Skills for repeatable team workflows.
- Research companies, funds, fixed income, currencies, commodities, macroeconomic data, industries, supply chains, corporate entities, news, and alternative data.
All details
Every attribute we track for Reflexivity and Winus.ShowHide
All details
| Attribute | ||
|---|---|---|
| Coverage & fit | ||
Asset types | StocksETFsBondsCommoditiesCurrencies | StocksBondsETFsMutual FundsOptionsCommoditiesCurrenciesReal Estate |
Experience | IntermediateAdvanced | BeginnerAdvanced |
Target audience | Not specified | Institutional InvestorsAnalystsFinancial AdvisorsRetail Traders |
Regions | North AmericaEuropeAPACLatAmMiddle EastAfrica | Not specified |
Coverage details | Identifiers: Ticker | Not specified |
| Data | ||
Data freshness | Real-timeEnd of Day | Not specified |
Data granularity | EOD | Not specified |
| Access & integrations | ||
Import methods | CSVManual | Not specified |
Export formats | Excel | Not specified |
| Plans & trust | ||
Security & compliance | SOC2 | Data residency: US, EU, and OtherEncryption at restEncryption in transitRole-based access |
Capability signals | Universe builderStress tests: Rates, FX, and EquityCrashPortfolio attributionCitation pinningAI summaries: Filings, Transcripts, and News | Not specified |
Vendor & support | Knabble, Inc. (dba Reflexivity)Country: United StatesSupport: Email | FIINOO TECHNOLOGY SDN. BHD.Country: MalaysiaFounded 2022Support: Email |
Green tags are exclusive to that tool in this comparison.
Pricing
Plans, billing, free trials, and monthly prices.ShowHide
Pricing
| Tier | ||
|---|---|---|
| Free plan | Free“Basic via IBKR”market coverage: US equities · news sources: Benzinga only · +2 more | Freedaily credits: 400 · concurrent tasks: 1 · +1 more |
| Entry paid plan | $99.99/moBilled monthly“Plus via IBKR”market coverage: Global · alfred queries: Unlimited · +1 more | $29/moBilled monthly“Plus”daily credits: 400 · monthly credits: 2,900 · +2 more |
| Custom / enterprise | Contact sales“Institutional” | Contact sales“Pro”daily credits: 400 · concurrent tasks: 10 · +1 more |
Alternatives
Free alternatives
Questions we keep getting
What's the difference between Reflexivity and Winus?
Reflexivity leans toward screeners, quant, and performance attribution, while Winus puts more weight on AI research, AI chat, and education. They overlap in 2 categories, so for most people it comes down to workflow preference and price.
How much do Reflexivity and Winus cost?
Good news: both Reflexivity and Winus have free plans, so you can run them side by side and only pay if you hit a wall.
Which is better for beginners: Reflexivity or Winus?
Winus is the friendlier place to start; its interface takes less getting used to. Both work fine once you're past the basics.
Does Reflexivity or Winus have an API?
Reflexivity has an API for programmatic access and custom integrations. Winus doesn't, so you're working through its interface.
Should I choose Reflexivity or Winus?
It depends on what you're after. Pick Reflexivity if screeners and quant matter to you; go with Winus if you'd rather have education and financials. And if you only need the basics both share, let price decide.
What asset classes do Reflexivity and Winus cover?
Both cover stocks, ETFs, bonds, and commodities. Winus adds mutual funds, options, and real estate on top.
Does Reflexivity or Winus have real-time data?
Reflexivity offers real-time data, which matters if you trade actively. Winus runs on delayed or end-of-day data, which is perfectly fine for longer-term investors who don't live and die by the tick.
Can I export data from Reflexivity and Winus?
Reflexivity exports to Excel. Winus is stingier about getting data out.
Which has a better stock screener: Reflexivity or Winus?
Reflexivity has a stock screener for surfacing ideas; Winus doesn't, and focuses its energy elsewhere.
Can I track my portfolio with Reflexivity or Winus?
Reflexivity handles portfolio tracking. Winus is really a research tool; you'd track your portfolio elsewhere.
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Curation & Accuracy
This directory blends AI‑assisted discovery with human curation. Entries are reviewed, edited, and organized with the goal of expanding coverage and sharpening quality over time. Your feedback helps steer improvements (because no single human can capture everything all at once).
Details change. Pricing, features, and availability may be incomplete or out of date. Treat listings as a starting point and verify on the provider’s site before making decisions. If you spot an error or a gap, send a quick note and I’ll adjust.