VOL. XCIV, NO. 247
BEST INVESTING TOOLS COMPARISON
Tool details checked August 23, 2026
Tool Comparison
Lightyear vs Snowball Analytics
Pick Lightyear if
Lightyear
Transaction-priced · Fees vary by offer and jurisdiction · Web · Mobile
- You want brokerage, stock ideas, and data visualizations.
Pick Snowball Analytics if
Snowball Analytics
Free • From $79.99/yr · Web · Mobile
- You'd rather start free and only pay if you outgrow it
- You want backtesting, dividends, and dividend tax / ADR withholding.
- You've outgrown the basics and want pro-level depth
Skip both if: Neither one clicks with how you research; there are strong third options.
See alternativesOutbound links may include affiliate or sponsor codes.
Our take
The bottom line
Lightyear and Snowball Analytics cover a lot of the same ground (5 shared categories, including portfolio, watchlist, and AI research), so for the basics you won't go far wrong with either. Snowball Analytics simply does more: 18 categories to Lightyear's 8, including backtesting, dividends, and dividend tax / ADR withholding. Lightyear counters by keeping things simpler.
What readers say
Lightyear
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Snowball Analytics
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Key differences at a glance
- Free plan
- Snowball Analytics
- Free trial
- Snowball Analytics14 days
- Broader coverage
- Snowball Analytics18 vs 8 categories
- Broker sync
- Snowball Analytics
- Asset coverage
- Snowball AnalyticsAdds mutual funds and commodities
See for yourself
How they stack up
The side-by-side table: pricing, platforms, data, and coverage at a glance.ShowHide
How they stack up
The side-by-side table: pricing, platforms, data, and coverage at a glance.| Attribute | ||
|---|---|---|
| Pricing & plans | ||
Starting price | Transaction-priced · Fees vary by offer and jurisdiction | Free • From $79.99/yr |
Free tier | No | Yes |
Free trial | — | 14 days |
Plan limits | 6 limits: European account: currency conversion: fee percent: 0.35, UK personal account trading: fx fee percent: 0.1 +4 more | 22 limits: Free: portfolios: 1, Free: holdings: 10 +20 more |
| Platforms & access | ||
Web app | Yes | Yes |
Mobile app | Yes | Yes |
API access | No | No |
Broker sync | No | Yes |
Integrations | — | Yodlee, SnapTrade +2 more |
| Audience & fit | ||
Experience level | Beginner, Intermediate | Beginner, Intermediate, Advanced |
Best for | Retail Traders, Long-term Investors +1 more | Retail Traders, Pro Retail +4 more |
Categories covered | 8 | 18 |
Regions | North America, Europe | North America, Europe, APAC, LatAm, Middle East, Africa |
| Data & capabilities | ||
Data quality | — | 6 signals: Latency: End of Day, Granularity: EOD +4 more |
Data partners | 3 partners: Alpaca, BlackRock +1 more | 3 partners: EODHD, SnapTrade +1 more |
Capabilities | Multi-currency and AI summaries: News | 7 signals: Ranking backtests, Performance attribution +5 more |
Security | — | 3 signals: Data residency: EU, Encryption at rest +1 more |
| Try it | Visit Lightyear | Visit Snowball Analytics |
Where each one shines
What Lightyear and Snowball Analytics each do best.ShowHide
Where each one shines
What Lightyear and Snowball Analytics each do best.What Lightyear does best
- Trade U.S., UK, and European stocks, with fractional shares where supported.
- European accounts pay no Lightyear ETF execution or custody fee, although fund manager fees still apply.
- General investment and eligible business accounts can hold GBP, USD, and EUR.
- Build custom plans, use ready-made plans, and optionally automate purchases of eligible fractional instruments.
- Lightyear AI summarizes material-move news, explains possible price-chart drivers, and presents sourced bull and bear cases.
What Snowball Analytics does best
- Supported records include stocks, ETFs, funds, bonds, crypto, currencies, commodities, cash, real estate, and user-defined assets.
- Accounts can be populated through Yodlee or SnapTrade connections, broker reports, CSV files, or manual entry.
- Composite views combine accounts and custom assets for net-worth and allocation analysis.
- Performance fields include portfolio value, invested capital, profit, dividends, realized profit and loss, fees, dividend taxes, IRR, TWR, beta, and period returns.
- Dividend tools cover projected income, payment history, growth, yield, yield on cost, withholding-tax settings, ratings, calendars, and reinvestment planning.
Every detail we compared
Every tracked attribute for Lightyear and Snowball Analytics, side by side.ShowHide
Every detail we compared
Every tracked attribute for Lightyear and Snowball Analytics, side by side.| Attribute | ||
|---|---|---|
| Coverage & fit | ||
Asset types | StocksETFsBondsFundsCryptos | StocksETFsMutual FundsBondsCommoditiesCurrenciesCryptosReal Estate+2 more |
Experience | BeginnerIntermediate | BeginnerIntermediateAdvanced |
Target audience | Retail TradersLong-term InvestorsIndex/Passive Investors | Retail TradersPro RetailLong-term InvestorsDividend InvestorsIndex/Passive InvestorsGrowth Investors |
Regions | North AmericaEurope | North AmericaEuropeAPACLatAmMiddle EastAfrica |
Coverage details | Countries: US, GB, and EEExchanges: XNYS, XNAS, and XLONIdentifiers: Ticker | Identifiers: Ticker |
| Data | ||
Data freshness | Not specified | End of Day |
Data granularity | Not specified | EOD |
Pricing sources | Not specified | VendorManual |
Data partners | AlpacaBlackRockJ.P. Morgan Asset Management | EODHDSnapTradeYodlee |
| Access & integrations | ||
Import methods | Manual | BrokerOAuthCSVManual |
Integrations | Not specified | YodleeSnapTradeBinanceEODHD |
Export formats | Not specified | CSV |
| Plans & trust | ||
Security & compliance | Not specified | Data residency: EUEncryption at restEncryption in transit |
Capability signals | Multi-currencyAI summaries: News | Ranking backtestsPerformance attributionBroker syncPortfolio attributionRebalancingMulti-currencyComposite performance |
Vendor & support | Lightyear Financial Ltd.Country: United KingdomSupport: Email and Chat | Snowball Analytics SASCountry: FranceSupport: Email |
Green tags are exclusive to that tool in this comparison.
What you'll actually pay
Plans, billing, trials, and per-month pricing for both tools.ShowHide
What you'll actually pay
Plans, billing, trials, and per-month pricing for both tools.| Tier | ||
|---|---|---|
| Free plan | Free“Account” | Freeportfolios: 1 · holdings: 10 · +4 more |
| Entry paid plan | — | $79.99/yr≈ $6.67/mo“Starter”portfolios: 1 · holdings: Unlimited · +4 more |
| Tier 2 | — | $149.99/yr≈ $12.50/mo“Investor”portfolios: 10 · holdings: Unlimited · +4 more |
| Top plan | — | $249.99/yr≈ $20.83/mo“Expert”portfolios: Unlimited · holdings: Unlimited · +2 more |
| Free trial | — | 14 days |
Questions we keep getting
What's the difference between Lightyear and Snowball Analytics?
Lightyear leans toward brokerage, portfolio, and watchlist, while Snowball Analytics puts more weight on portfolio, watchlist, and backtesting. They overlap in 5 categories, so for most people it comes down to workflow preference and price.
Is Lightyear or Snowball Analytics free to use?
Snowball Analytics has a free tier, so you can get started without paying anything. Lightyear is paid-only. If budget matters, start with Snowball Analytics and see how far it takes you before opening your wallet.
Which is better for beginners: Lightyear or Snowball Analytics?
Honestly, neither is aimed at beginners. Expect a learning curve either way; that's the trade-off for the depth they offer.
Should I choose Lightyear or Snowball Analytics?
It depends on what you're after. Pick Lightyear if brokerage and stock ideas matter to you; go with Snowball Analytics if you'd rather have backtesting and dividends. And if you only need the basics both share, let price decide.
What asset classes do Lightyear and Snowball Analytics cover?
Both cover stocks, ETFs, bonds, and funds. Snowball Analytics adds mutual funds, commodities, and currencies on top.
Can I export data from Lightyear and Snowball Analytics?
Snowball Analytics exports to CSV. Lightyear is stingier about getting data out.
Can Lightyear or Snowball Analytics connect to my broker?
Snowball Analytics syncs with brokers automatically. With Lightyear, you're entering holdings by hand or importing files.
Are Lightyear and Snowball Analytics good for long-term investing?
Yes, both are aimed squarely at long-term investors. Compare their coverage, workflow, and price before assuming they solve the same long-term research job.
Can I track my portfolio with Lightyear or Snowball Analytics?
Yes, both do portfolio tracking: holdings, performance, and allocation in one place.
Keep researching
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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.