★ BEST INVESTING TOOLS COMPARISON ★
VOL. XCIV, NO. 247
Tool comparison edition
Tool Comparison
Fiscal.ai vs Marketlog
Fiscal.ai
Best for stock ideas and screeners
Free • From $468/yr
Marketlog
Best for risk metrics and monte carlo
Free • From $79.99/yr
Outbound links may include affiliate or sponsor codes.
The verdict
The bottom line
Fiscal.ai and Marketlog cover a lot of the same ground (11 shared categories, including data visualizations, portfolio, and watchlist), so for the basics you won't go far wrong with either. Fiscal.ai simply does more: 29 categories to Marketlog's 18, including stock ideas, screeners, and stock comparison. Marketlog counters by starting cheaper at $6.67/mo.
Key differences at a glance
- Mobile app
- Marketlog
- Cheaper paid plan
- Marketlog$6.67/mo vs $39/mo
- Broader coverage
- Fiscal.ai29 vs 18 categories
- API access
- Fiscal.ai
- Broker sync
- Marketlog
- Free plan
- Both
Choose
Fiscal.ai if…
- You want an API so you can script or automate things
- You care about stock ideas, screeners, and stock comparison, things Marketlog doesn't offer
Choose
Marketlog if…
- You do a lot of your research from your phone
- You want the cheaper way in: plans start at $6.67/mo instead of $39/mo
- You care about risk metrics, monte carlo, and compounding calculator, things Fiscal.ai doesn't offer
- You trade often and need tooling built for speed
Comparison snapshot
| Attribute | ||
|---|---|---|
| Pricing & plans | ||
Starting price | Free • From $468/yr | Free • From $79.99/yr |
Free tier | Yes | Yes |
Free trial | 14 days | 7 days |
Plan limits | 61 limits: Terminal - Free: financials history (annual): 10, Terminal - Free: financials history (quarterly): 6 +59 more | 19 limits: Free: portfolios: 1, Free: holdings: 12 +17 more |
| Platforms & access | ||
Web app | Yes | Yes |
Mobile app | No | Yes |
API access | Yes | No |
Broker sync | No | Yes |
Integrations | MCP, Claude Connector +7 more | Yodlee, Fidelity Investments +5 more |
| Audience & fit | ||
Experience level | Beginner, Intermediate, Advanced | Beginner, Intermediate, Advanced |
Best for | Retail Traders, Pro Retail +11 more | Retail Traders, Pro Retail +4 more |
Categories covered | 29 | 18 |
Regions | North America, Europe, APAC, LatAm, Middle East, Africa | North America, Europe, APAC, LatAm, Middle East, Africa |
| Data & capabilities | ||
Data quality | 3 signals: Latency: Real-time, 15-min Delayed, and End of Day, Granularity: EOD +1 more | 5 signals: Latency: Real-time and End of Day, Granularity: Minute and EOD +3 more |
Data partners | 5 partners: Fiscal.ai Data Feed, S&P Global Market Intelligence +3 more | Yodlee and Third-party data licensors |
Capabilities | 6 signals: Custom formulas, Universe builder +4 more | 3 signals: Monte Carlo, Broker sync +1 more |
Security | SOC2 and Status page | Encryption at rest and Encryption in transit |
| Try it | Visit Fiscal.ai | Visit Marketlog |
Standout features
What Fiscal.ai does best
- Modern web-based research terminal with dashboards, customizable watchlists, portfolio views, and visualizations across 100,000+ global stocks, ETFs, mutual funds, and funds.
- Deep fundamentals and segment/KPI coverage, including proprietary KPI feeds for 2,250+ companies in the pricing table and largest 2,300 companies globally by market capitalization in API docs; history depth scales by plan tier.
- AI Copilot for conversational research plus AI summaries and AI-generated reports, designed to speed up earnings, filings, and peer comparisons.
- Fiscal MCP is now documented as a first-class integration surface: Fiscal.ai is an official Claude Connector, and the same Streamable HTTP MCP endpoint works with ChatGPT developer mode, Cursor, Codex CLI, VS Code Copilot, Gemini CLI and other MCP clients via OAuth or API-key bearer auth.
- Fiscal Skills provide packaged analyst workflows for MCP clients, including financials pull, three-statement model, segments/KPIs, comp set, valuation, industry report, ownership activity, filing finder, quality scores and earnings reaction.
What Marketlog does best
- All-in-one portfolio tracker for stocks/equities, ETFs, options, bonds, funds, currencies/forex, crypto, and indices, available through the Marketlog web app and iOS/Android mobile apps.
- Manual and automated portfolio tracking: users can enter transactions manually or connect supported brokerage/bank accounts through Marketlog's data provider; connected portfolios are usually fetched end-of-day and updated with live market data during market hours.
- Broker and bank connectivity for 2,000+ supported institutions; popular examples shown publicly include Fidelity, E*TRADE from Morgan Stanley, Vanguard, Schwab, Interactive Brokers, and Robinhood.
- Portfolio analytics include gains, drawdowns, returns over different periods, diversification, goals, target allocation, benchmarking, statistics, and daily/weekly portfolio email updates.
- Dividend tracker with automatic dividend tracking, dividend calendars, upcoming dividend/payment-date alerts, yield/payment-date notifications, and a marketed 150K+ symbol universe.
Data & access details
| Attribute | ||
|---|---|---|
| Coverage & fit | ||
Asset types | StocksETFsMutual FundsFunds | StocksETFsOptionsBondsFundsCurrenciesCryptosOther |
Experience | BeginnerIntermediateAdvanced | BeginnerIntermediateAdvanced |
Target audience | Retail TradersPro RetailInstitutional InvestorsAnalystsQuants/DevelopersLong-term InvestorsValue InvestorsGrowth Investors+5 more | Retail TradersPro RetailLong-term InvestorsDividend InvestorsDay TradersSwing Traders |
Regions | North AmericaEuropeAPACLatAmMiddle EastAfrica | North AmericaEuropeAPACLatAmMiddle EastAfrica |
Coverage details | Identifiers: Ticker, CUSIP, ISIN, and FIGI | 26 countriesIdentifiers: Ticker and CUSIP |
| Data | ||
Data freshness | Real-time15-min DelayedEnd of Day | Real-timeEnd of Day |
Data granularity | EOD | MinuteEOD |
Pricing sources | Not specified | VendorManual |
Data partners | Fiscal.ai Data FeedS&P Global Market IntelligenceMorningstarYChartsPerplexity | YodleeThird-party data licensors |
| Access & integrations | ||
API protocols | REST | Not specified |
API auth & delivery | Auth: APIKeyWebhooks50 req/minDocs | Not specified |
Import methods | Manual | BrokerOAuthManual |
Integrations | MCPClaude ConnectorChatGPTCodex CLICursorVS Code CopilotGemini CLIPerplexity+1 more | YodleeFidelity InvestmentsE*TRADE from Morgan StanleyVanguardSchwabInteractive BrokersRobinhood |
Export formats | CSVImagePDF | Image |
| Plans & trust | ||
Security & compliance | SOC2Status page | Encryption at restEncryption in transit |
Capability signals | Custom formulasUniverse builderPerformance attributionPortfolio attributionCitation pinningAI summaries: Filings, Transcripts, and News | Monte CarloBroker syncMulti-currency |
Vendor & support | Stratosphere Technology Inc.Country: CanadaFounded 2021Support: Email | Myfxbook Ltd.Country: IsraelSupport: Email |
Curation ratings | Methodology 5/5Reliability 4/5UX 5/5 | Not specified |
Green tags are exclusive to that tool in this comparison.
Pricing breakdown
$468/yr
Starting price
Plans & pricing
- financials history (annual): 10
- financials history (quarterly): 6
- +8 more
- financials history (annual): 15
- financials history (quarterly): 20
- +10 more
- financials history (annual): 15
- financials history (quarterly): 20
- +10 more
- financials history (annual): 20+
- financials history (quarterly): 40+
- +10 more
- financials history (annual): 20+
- financials history (quarterly): 40+
- +10 more
- api calls per day: 250
- burst requests per minute: 50
- +1 more
$79.99/yr
Lower starting price
Plans & pricing
- portfolios: 1
- holdings: 12
- +3 more
- portfolios: 2
- holdings: Unlimited
- +2 more
- portfolios: 2
- holdings: Unlimited
- +2 more
- portfolios: 10
- holdings: Unlimited
- +1 more
- portfolios: 10
- holdings: Unlimited
- +1 more
Coverage overlap
Shared categories
11Where the two tools cover the same ground.
Fiscal.ai strengths
18Marketlog strengths
7What you only get with Marketlog.
Community category leaders
Vote sentiment comparison
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Frequently Asked Questions
What's the difference between Fiscal.ai and Marketlog?
Fiscal.ai leans toward stock ideas, screeners, and stock comparison, while Marketlog puts more weight on portfolio, watchlist, and institutional ownership. They overlap in 11 categories, so for most people it comes down to workflow preference and price.
How much do Fiscal.ai and Marketlog cost?
Good news: both Fiscal.ai and Marketlog have free plans, so you can run them side by side and only pay if you hit a wall.
Can I use Fiscal.ai or Marketlog on my phone?
Marketlog lists a dedicated mobile app, so it travels better. Fiscal.ai doesn't list a dedicated mobile app; its documented access is web and API.
Does Fiscal.ai or Marketlog have an API?
Fiscal.ai has an API for programmatic access and custom integrations. Marketlog doesn't, so you're working through its interface.
Should I choose Fiscal.ai or Marketlog?
It depends on what you're after. Pick Fiscal.ai if stock ideas and screeners matter to you; go with Marketlog if you'd rather have risk metrics and monte carlo. And if you only need the basics both share, let price decide.
What asset classes do Fiscal.ai and Marketlog cover?
Both cover stocks, ETFs, and funds. Fiscal.ai also handles mutual funds. Marketlog adds options, bonds, and currencies on top.
Do Fiscal.ai and Marketlog offer real-time data?
Yes, both serve real-time market data, so either works when timing matters.
Can I export data from Fiscal.ai and Marketlog?
Fiscal.ai exports to CSV. Marketlog is stingier about getting data out.
Can Fiscal.ai or Marketlog connect to my broker?
Marketlog syncs with brokers automatically. With Fiscal.ai, you're entering holdings by hand or importing files.
Is Fiscal.ai or Marketlog better for day trading?
Marketlog is the one positioned more for active traders. Fiscal.ai is the better fit if you care less about fast trading workflows and more about a calmer research process.
Which has a better stock screener: Fiscal.ai or Marketlog?
Fiscal.ai has a stock screener for surfacing ideas; Marketlog doesn't, and focuses its energy elsewhere.
Can I track my portfolio with Fiscal.ai or Marketlog?
Yes, both do portfolio tracking: holdings, performance, and allocation in one place.
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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.