Tool Comparison
Reflexivity vs StockInsights.ai
- Paid from
- $99.99/mo, billed monthly
- Free plan
- Yes
- Platforms
- Web, API
Best if
- You want screeners, quant, and performance attribution.
- Paid from
- $200/yr, billed annually
- Free plan
- Yes
- Platforms
- Web, API
Best if
- You want improved filings, watchlist, and custom dashboards.
- You're newer to investing and want something approachable
Pick Reflexivity if
Reflexivity
Free • From $99.99/mo, billed monthly · Web · API
- You want screeners, quant, and performance attribution.
Pick StockInsights.ai if
StockInsights.ai
Free • From $200/yr, billed annually · Web · API
- You want improved filings, watchlist, and custom dashboards.
- You're newer to investing and want something approachable
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 StockInsights.ai cover a lot of the same ground (6 shared categories, including alerts, calendar, and APIs & data feeds), so for the basics you won't go far wrong with either. Reflexivity simply does more: 13 categories to StockInsights.ai's 10, including screeners, quant, and performance attribution. StockInsights.ai counters by keeping things simpler.
What readers say
Reflexivity
No votes yet. Cast the first one.
StockInsights.ai
No votes yet. Cast the first one.
Key differences at a glance
- Asset coverage
- ReflexivityAdds ETFs and bonds
- Broader coverage
- Reflexivity13 vs 10 categories
- Beginner friendly
- StockInsights.ai
- Free plan
- Both
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 StockInsights.ai does best
- Ask source-specific questions across company filings and earnings transcripts, with source links under AI Assist responses.
- Read generated earnings-call and annual-report summaries plus tagged U.S. 8-K and 6-K filings and Indian corporate announcements.
- Latest SEC filing feeds and a full SEC filing dashboard on paid self-serve plans.
- Tracking watchlist alerts with free and paid limits.
- Use bearer-key REST APIs for company lists, filings, semantic search, statements, calendars, and shareholding 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 $200/yr, billed annually |
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 | 5 limits: Product Free: earnings call summaries: 10, Product Free: call and ten ksearches: 10 +3 more |
| Platforms & access | ||
Web app | Yes | Yes |
Mobile app | No | No |
API access | Yes | Yes |
Broker sync | No | No |
Integrations | — | MCP Server |
| Audience & fit | ||
Experience level | Intermediate, Advanced | Beginner, Intermediate, Advanced |
Best for | — | Retail Traders, Pro Retail +3 more |
Categories covered | 13 | 10 |
Regions | North America, Europe, APAC, LatAm, Middle East, Africa | North America, APAC |
| Data & capabilities | ||
Data quality | Latency: Real-time and End of Day and Granularity: EOD | Latency: Real-time and End of Day and Granularity: EOD |
Capabilities | 5 signals: Universe builder, Stress tests: Rates, FX, and EquityCrash +3 more | AI summaries: Filings and Transcripts |
Security | SOC2 | — |
| Try it | Visit Reflexivity | Visit StockInsights.ai |
Standout features
The best features of Reflexivity and StockInsights.ai.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 StockInsights.ai does best
- Ask source-specific questions across company filings and earnings transcripts, with source links under AI Assist responses.
- Read generated earnings-call and annual-report summaries plus tagged U.S. 8-K and 6-K filings and Indian corporate announcements.
- Latest SEC filing feeds and a full SEC filing dashboard on paid self-serve plans.
- Tracking watchlist alerts with free and paid limits.
- Use bearer-key REST APIs for company lists, filings, semantic search, statements, calendars, and shareholding data.
All details
Every attribute we track for Reflexivity and StockInsights.ai.ShowHide
All details
| Attribute | ||
|---|---|---|
| Coverage & fit | ||
Asset types | StocksETFsBondsCommoditiesCurrencies | Stocks |
Experience | IntermediateAdvanced | BeginnerIntermediateAdvanced |
Target audience | Not specified | Retail TradersPro RetailAnalystsQuants/DevelopersStudents/Researchers |
Regions | North AmericaEuropeAPACLatAmMiddle EastAfrica | North AmericaAPAC |
Coverage details | Identifiers: Ticker | Countries: US and INIdentifiers: Ticker, CIK, and ISIN |
| Data | ||
Data freshness | Real-timeEnd of Day | Real-timeEnd of Day |
Data granularity | EOD | EOD |
| Access & integrations | ||
API protocols | Not specified | REST |
API auth & delivery | Not specified | Auth: APIKeyWebhooksDocs |
Import methods | CSVManual | Not specified |
Integrations | Not specified | MCP Server |
Export formats | Excel | Not specified |
| Plans & trust | ||
Security & compliance | SOC2 | Not specified |
Capability signals | Universe builderStress tests: Rates, FX, and EquityCrashPortfolio attributionCitation pinningAI summaries: Filings, Transcripts, and News | AI summaries: Filings and Transcripts |
Vendor & support | Knabble, Inc. (dba Reflexivity)Country: United StatesSupport: Email | Serendib Labs Technologies Pvt Ltd.Country: IndiaSupport: 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 | Free“Product Free”earnings call summaries: 10 · call and ten ksearches: 10 · +1 more |
| Entry paid plan | $99.99/moBilled monthly“Plus via IBKR”market coverage: Global · alfred queries: Unlimited · +1 more | $200/yrBilled annually≈ $17/mo“Product Pro”watchlist stocks: 700 |
| Custom / enterprise | Contact sales“Institutional” | Contact sales“Business and Solutions” |
Questions we keep getting
What's the difference between Reflexivity and StockInsights.ai?
Reflexivity leans toward screeners, quant, and performance attribution, while StockInsights.ai puts more weight on AI research, AI chat, and improved filings. They overlap in 6 categories, so for most people it comes down to workflow preference and price.
How much do Reflexivity and StockInsights.ai cost?
Good news: both Reflexivity and StockInsights.ai 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 StockInsights.ai?
StockInsights.ai is the friendlier place to start; its interface takes less getting used to. Both work fine once you're past the basics.
Do Reflexivity and StockInsights.ai have APIs?
Yes, both offer API access, so developers and quants can pull data programmatically or wire up their own integrations.
Should I choose Reflexivity or StockInsights.ai?
It depends on what you're after. Pick Reflexivity if screeners and quant matter to you; go with StockInsights.ai if you'd rather have improved filings and watchlist. And if you only need the basics both share, let price decide.
What asset classes do Reflexivity and StockInsights.ai cover?
Both cover stocks. Reflexivity also handles ETFs, bonds, and commodities.
Do Reflexivity and StockInsights.ai offer real-time data?
Yes, both serve real-time market data, so either works when timing matters.
Can I export data from Reflexivity and StockInsights.ai?
Reflexivity exports to Excel. StockInsights.ai is stingier about getting data out.
Which has a better stock screener: Reflexivity or StockInsights.ai?
Reflexivity has a stock screener for surfacing ideas; StockInsights.ai doesn't, and focuses its energy elsewhere.
Can I track my portfolio with Reflexivity or StockInsights.ai?
Reflexivity handles portfolio tracking. StockInsights.ai is really a research tool; you'd track your portfolio elsewhere.
Keep researching
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.