★ BEST INVESTING TOOLS COMPARISON ★
VOL. XCIV, NO. 247
Source check: Lightyear checked June 25, 2026
Tool Comparison
Lightyear vs Snowball Analytics
Lightyear
Best for brokerage and stock ideas
Free
Snowball Analytics
Best for backtesting and dividends
Free • From $79.99/yr
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The verdict
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 being completely free.
Key differences at a glance
- Broker sync
- Snowball Analytics
- Free trial
- Snowball Analytics14 days
- Broader coverage
- Snowball Analytics18 vs 8 categories
- Asset coverage
- Snowball AnalyticsAdds mutual funds and commodities
- Free plan
- Both
Choose
Lightyear if…
- You care about brokerage, stock ideas, and data visualizations, things Snowball Analytics doesn't offer
Choose
Snowball Analytics if…
- You care about backtesting, dividends, and dividend tax / ADR withholding, things Lightyear doesn't offer
- You've outgrown the basics and want pro-level depth
Comparison snapshot
| Attribute | ||
|---|---|---|
| Pricing & plans | ||
Starting price | Free | Free • From $79.99/yr |
Free tier | Yes | Yes |
Free trial | — | 14 days |
Plan limits | — | 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 | 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 |
Standout features
What Lightyear does best
- Invest in US, UK, and European stocks, with fractional availability where supported.
- Use ETF access with no Lightyear execution or custody fee, while still accounting for fund manager fees.
- Hold GBP, USD, and EUR in a multi-currency account to reduce repeated FX conversions.
- Use ready-made plans or build custom plans for recurring structured investing.
- Access Lightyear AI and in-app tools for lighter research support around investable assets.
What Snowball Analytics does best
- Track global multi-asset portfolios across stocks, ETFs, mutual funds, bonds, crypto, currencies, commodities, real estate, cash, and custom assets.
- Import data through broker connections, Yodlee, SnapTrade, Interactive Brokers support, broker statements, CSV uploads, or manual entry where supported by plan.
- Consolidate accounts and custom assets into composite views such as My Net Worth for combined portfolio analytics.
- Analyze performance with portfolio value, invested capital, total profit, dividends, realized P&L, fees, dividend taxes, IRR, TWR, beta, and multi-period returns.
- Use dividend analytics for forward income, dividend growth, yield, yield on cost, withholding-tax settings, dividend ratings, calendars, projected payouts, and DRIP planning.
Data & access details
| 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-currency | 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.
Pricing breakdown
Free
Lower starting price
Plans & pricing
$79.99/yr
Starting price
Plans & pricing
- portfolios: 1
- holdings: 10
- +4 more
- portfolios: 1
- holdings: Unlimited
- +4 more
- portfolios: 10
- holdings: Unlimited
- +4 more
- portfolios: Unlimited
- holdings: Unlimited
- +2 more
Coverage overlap
Shared categories
5Where the two tools cover the same ground.
Lightyear strengths
3What you only get with Lightyear.
Snowball Analytics strengths
13What you only get with Snowball Analytics.
Community category leaders
Vote sentiment comparison
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Frequently Asked Questions
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.
How much do Lightyear and Snowball Analytics cost?
Good news: both Lightyear and Snowball Analytics have free plans, so you can run them side by side and only pay if you hit a wall.
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.
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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.