Tool Comparison
Reflexivity vs Stock Rover
- Paid from
- $99.99/mo
- Free plan
- Yes
- Platforms
- Web, API
Best if
- You want an API so you can script or automate things
- You want quant, scenario & stress tests, and backtesting.
- Paid from
- $34/mo
- Free plan
- Yes
- Platforms
- Web, Mobile
Best if
- You want the cheaper way in: plans start at $34/mo instead of $99.99/mo
- You do a lot of your research from your phone
- You want stock ideas, ETF screeners, and stock comparison.
Pick Reflexivity if
Reflexivity
Free • From $99.99/mo · Web · API
- You want an API so you can script or automate things
- You want quant, scenario & stress tests, and backtesting.
Pick Stock Rover if
Stock Rover
Free • From $34/mo · Web · Mobile
- You want the cheaper way in: plans start at $34/mo instead of $99.99/mo
- You do a lot of your research from your phone
- You want stock ideas, ETF screeners, and stock comparison.
Skip both if: Neither one clicks with how you research; there are strong third options.
See alternativesOther tools you might like
Outbound links may include affiliate or sponsor codes.
Not set on either one? See the top 50 tools, ranked by user votes, or the deals page for big discounts on popular tools.
Our take
The bottom line
Reflexivity and Stock Rover cover a lot of the same ground (7 shared categories, including screeners, performance attribution, and portfolio), so for the basics you won't go far wrong with either. Stock Rover simply does more: 32 categories to Reflexivity's 13, including stock ideas, ETF screeners, and stock comparison, plus a mobile app. Reflexivity counters by keeping things simpler.
What readers say
Reflexivity
No votes yet. Cast the first one.
Stock Rover
No votes yet. Cast the first one.
Key differences at a glance
- Cheaper paid plan
- Stock Rover$34/mo vs $99.99/mo
- Free trial
- Stock Rover14 days
- Broader coverage
- Stock Rover32 vs 13 categories
- Mobile app
- Stock Rover
- API access
- Reflexivity
- Broker sync
- Stock Rover
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 Stock Rover does best
- Screen North American stocks, ETFs, and funds with up to 800 or more metrics.
- Tracking portfolios and dividends with broker sync, manual or spreadsheet import, benchmark comparison, emailed reports, dividend-income projections, risk-adjusted return, volatility, beta, IRR, Sharpe Ratio, and position contribution analytics.
- Comparison tools for stocks, ETFs, funds, portfolios, indices, and custom datasets in spreadsheet-like table and tile views across valuation, dividend, analyst, ratings, momentum, performance, and operating metrics.
- Automated DCF-driven Fair Value and intrinsic-value metrics to estimate Margin of Safety, then compare valuation ratios against 20-year relative norms to separate real discounts from superficially cheap stocks.
- The Insight Panel for financial statements, sales, earnings, cash flow, dividends, analyst ratings, insider activity, news, earnings transcripts, fair-value formulas, scores, warnings, and options-chain research on higher tiers.
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 | Free • From $34/mo |
Free tier | Yes | Yes |
Free trial | — | 14 days |
Plan limits | 7 limits: Basic via IBKR: market coverage: US equities, Basic via IBKR: news sources: Benzinga only +5 more | 54 limits: Free: stock scores: 3/month, Free: research reports: Dow 30 samples only unless Research Reports add-on or bundled paid pl... +52 more |
| Platforms & access | ||
Web app | Yes | Yes |
Mobile app | No | Yes |
API access | Yes | No |
Broker sync | No | Yes |
Integrations | — | Yodlee brokerage aggregation and Interactive Brokers |
| Audience & fit | ||
Experience level | Intermediate, Advanced | Beginner, Intermediate, Advanced |
Best for | — | Retail Traders, Pro Retail +7 more |
Categories covered | 13 | 32 |
Regions | North America, Europe, APAC, LatAm, Middle East, Africa | North America |
| Data & capabilities | ||
Data quality | Latency: Real-time and End of Day and Granularity: EOD | 5 signals: Latency: Real-time, 15-min Delayed, and End of Day, Granularity: Minute and EOD +3 more |
Data partners | — | 6 partners: Morningstar, Zacks +4 more |
Capabilities | 5 signals: Universe builder, Stress tests: Rates, FX, and EquityCrash +3 more | 10 signals: Custom formulas, Universe builder +8 more |
Security | SOC2 | Encryption at rest and Encryption in transit |
| Try it | Visit Reflexivity | Visit Stock Rover |
Standout features
The best features of Reflexivity and Stock Rover.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 Stock Rover does best
- Screen North American stocks, ETFs, and funds with up to 800 or more metrics.
- Tracking portfolios and dividends with broker sync, manual or spreadsheet import, benchmark comparison, emailed reports, dividend-income projections, risk-adjusted return, volatility, beta, IRR, Sharpe Ratio, and position contribution analytics.
- Comparison tools for stocks, ETFs, funds, portfolios, indices, and custom datasets in spreadsheet-like table and tile views across valuation, dividend, analyst, ratings, momentum, performance, and operating metrics.
- Automated DCF-driven Fair Value and intrinsic-value metrics to estimate Margin of Safety, then compare valuation ratios against 20-year relative norms to separate real discounts from superficially cheap stocks.
- The Insight Panel for financial statements, sales, earnings, cash flow, dividends, analyst ratings, insider activity, news, earnings transcripts, fair-value formulas, scores, warnings, and options-chain research on higher tiers.
All details
Every attribute we track for Reflexivity and Stock Rover.ShowHide
All details
| Attribute | ||
|---|---|---|
| Coverage & fit | ||
Asset types | StocksETFsBondsCommoditiesCurrencies | StocksETFsMutual FundsClosed-End FundsOptionsFundsOther |
Experience | IntermediateAdvanced | BeginnerIntermediateAdvanced |
Target audience | Not specified | Retail TradersPro RetailLong-term InvestorsValue InvestorsGrowth InvestorsQuality InvestorsDividend InvestorsAnalysts+1 more |
Regions | North AmericaEuropeAPACLatAmMiddle EastAfrica | North America |
Coverage details | Identifiers: Ticker | Countries: US and CA11 exchangesIdentifiers: Ticker |
| Data | ||
Data freshness | Real-timeEnd of Day | Real-time15-min DelayedEnd of Day |
Data granularity | EOD | MinuteEOD |
Pricing sources | Not specified | ExchangeVendorModel |
Data partners | Not specified | MorningstarZacksIntrinioQuandlYodleeIEX |
| Access & integrations | ||
Import methods | CSVManual | CSVBrokerOAuthManual |
Integrations | Not specified | Yodlee brokerage aggregationInteractive Brokers |
Export formats | Excel | CSVImagePDF |
| Plans & trust | ||
Security & compliance | SOC2 | Encryption at restEncryption in transit |
Capability signals | Universe builderStress tests: Rates, FX, and EquityCrashPortfolio attributionCitation pinningAI summaries: Filings, Transcripts, and News | Custom formulasUniverse builderFactors: Value, Quality, Momentum, Growth, and SizePerformance attributionMonte CarloBroker syncPortfolio attributionRebalancing+2 more |
Vendor & support | Knabble, Inc. (dba Reflexivity)Country: United StatesSupport: Email | Stock Rover LLCCountry: United StatesFounded 2008Support: Email and Phone |
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 | Freestock scores: 3/month · research reports: Dow 30 samples only unless Research Reports add-on or bundled paid pl... · +1 more |
| Entry paid plan | $99.99/mo“Plus via IBKR”market coverage: Global · alfred queries: Unlimited · +1 more | $34/mo“Premium”annual billing: $348/year ($29/month equivalent) · two year billing: $576 every 2 years ($24/month equivalent) · +11 more |
| Tier 2 | — | $70/mo“Premium Plus”annual billing: $588/year ($49/month equivalent) · two year billing: $1,008 every 2 years ($42/month equivalent) · +12 more |
| Tier 3 | — | $99/mo“Ultimate”annual billing: $948/year ($79/month equivalent) · two year billing: $1,656 every 2 years ($69/month equivalent) · +10 more |
| Top plan | — | $199/mo“Ultimate Pro”annual billing: $1,788/year ($149/month equivalent) · two year billing: $3,096 every 2 years ($129/month equivalent) · +10 more |
| Custom / enterprise | Contact sales“Institutional” | — |
| Free trial | — | 14 days |
Alternatives
Free alternatives
Questions we keep getting
What's the difference between Reflexivity and Stock Rover?
Reflexivity leans toward screeners, quant, and performance attribution, while Stock Rover puts more weight on stock ideas, screeners, and ETF screeners. They overlap in 7 categories, so for most people it comes down to workflow preference and price.
How much do Reflexivity and Stock Rover cost?
Good news: both Reflexivity and Stock Rover 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 Stock Rover?
Stock Rover is the friendlier place to start; its interface takes less getting used to. Both work fine once you're past the basics.
Can I use Reflexivity or Stock Rover on my phone?
Stock Rover lists a dedicated mobile app, so it travels better. Reflexivity doesn't list a dedicated mobile app; its documented access is web and API.
Does Reflexivity or Stock Rover have an API?
Reflexivity has an API for programmatic access and custom integrations. Stock Rover doesn't, so you're working through its interface.
Should I choose Reflexivity or Stock Rover?
It depends on what you're after. Pick Reflexivity if quant and scenario & stress tests matter to you; go with Stock Rover if you'd rather have stock ideas and ETF screeners. And if you only need the basics both share, let price decide.
What asset classes do Reflexivity and Stock Rover cover?
Both cover stocks and ETFs. Reflexivity also handles bonds, commodities, and currencies. Stock Rover adds mutual funds, closed-end funds, and options on top.
Do Reflexivity and Stock Rover offer real-time data?
Yes, both serve real-time market data, so either works when timing matters.
Which covers international markets: Reflexivity or Stock Rover?
Reflexivity has documented international coverage (North America, Europe, APAC, LatAm, and more), so it's the safer bet if you hold non-US stocks. Stock Rover is more region-specific, mainly North America.
Can I export data from Reflexivity and Stock Rover?
Yes, both export to spreadsheets (Reflexivity: Excel; Stock Rover: CSV), which is handy if you like running your own numbers.
Can Reflexivity or Stock Rover connect to my broker?
Stock Rover syncs with brokers automatically. With Reflexivity, you're entering holdings by hand or importing files.
Which has a better stock screener: Reflexivity or Stock Rover?
Both Reflexivity and Stock Rover include stock screeners, and they differ more in interface than raw power; try both and see which one clicks for you.
Can I track my portfolio with Reflexivity or Stock Rover?
Yes, both do portfolio tracking: holdings, performance, and allocation in one place.
Keep researching
More comparisons to check
Other tools you might like
Keep Exploring
Feedback
Spot stale pricing, missing features, or a comparison that feels off? Send feedback on the verdict, table, alternatives, or recommendation.
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.