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Building and tracking your own index explained
Guides and practical playbooks for building a weighted index, backtesting it against real market history, mixing stocks and crypto in one basket, and tracking it against the S&P 500, the Nasdaq 100, or BTC. Educational and informational only, never investment advice.
Best Lithium ETF and Lithium Battery ETFs Ranked by Fees
ILIT and IBAT are cheapest at 0.47% and LIT costs 0.75%. Ranked again by fee per $100 of real lithium miners, where LITP and ILIT win and LIT is 23% Rio Tinto.
Read articleCheapest Clean Energy ETF and Low Expense Ratio Clean Energy ETFs
ICLN is the cheapest clean energy ETF at 0.38%, then FRNW 0.39%, CNRG 0.45% and up to TAN at 0.70%. Ranked again by fee per $100 of real solar, wind and hydrogen.
Read articleCheapest Cloud Computing ETF and Lowest Expense Ratio Cloud ETFs
FCLD is the cheapest cloud computing ETF at 0.39%, then WCLD 0.45%, SKYY 0.60% and CLOU 0.68%. Ranked again by fee per $100 of real cloud software.
Read articleCheapest Cybersecurity ETF and Low Cost Cyber ETFs Ranked by Fee
PSWD is the cheapest cybersecurity ETF at 0.20%, then WCBR, IHAK, BUG, CIBR and HACK up to 0.60%. Ranked again by fee per $100 of real security vendors.
Read articleAutopilot vs Composer Pricing Comparison for Automated Investing
Autopilot charges $99.99 to $699.99 a year per Pilot; Composer by SoFi charges $0 to $384 a year by strategy count. Priced at five balances from their own filings.
Read articleBest Nuclear Energy ETF and Best Uranium ETF Ranked by Fee
URAN costs 0.35%, NLR 0.52%, URA 0.69%. URA holds no utilities, URNM is 99.8% uranium, NUKZ 80% reactors and equipment. Every nuclear ETF ranked, plus Vanguard.
Read articleBest Defense ETF Ranked by Fee and Defense Contractor Weight
XAR and NATO cost 0.35%, ITA 0.37%, SHLD 0.50%. The five big contractors are 36.9% of SHLD and 14.3% of XAR. Every defense ETF ranked, plus the Vanguard answer.
Read articleRobinhood vs Wealthfront Fee Comparison for Robinhood Strategies
Robinhood Strategies and Wealthfront both charge 0.25% until Robinhood Gold caps the fee at $100,000. Five balances priced, plus daily vs year end harvesting.
Read articleEqual Weight S&P 500 ETF Ranked by Fee for Vanguard Investors
GSEW and EUSA charge 0.09%, RSP 0.20%, and Vanguard sells no equal weight S&P 500 fund. Every equal weight ETF ranked by fee, reset and concentration.
Read articleBest Magnificent 7 ETF Ranked by Fee With MAGS vs QQQ
MAGS is the only pure Mag 7 ETF at 0.30%. VUG holds 56.7% of the seven for 0.03%, and QQQ is the dearest way in at $4.81 per $1,000 of Mag 7. Ranked by cost.
Read articleS&P 500 Without Magnificent 7 ETF Choices and XMAG Alternatives
XMAG is the only S&P 493 ETF, at 0.35%. RSP keeps 1.6% Mag 7, SPXT still holds 21.7%, Vanguard VTV and VYM hold none. Every option ranked by cost per point removed.
Read articleSpace ETF Without SpaceX Ranked by SpaceX Weight and Fee
Only ROKT holds no SpaceX, and it is mostly not space. UFO held 3.8%, ARKX 10.8%, the 2026 funds 20% to 24%. Every space ETF ranked by SpaceX weight and fee.
Read articleVanguard Quantum Computing ETF Alternatives Ranked by Fee
Vanguard has no quantum computing ETF. VGT holds 0.19% in quantum stocks. CQTM costs 0.35%, QTUM 0.40%, WQTM 0.45%, and only 12% of QTUM is quantum pure plays.
Read articleVanguard Data Center ETF Alternatives Ranked by Fee
Vanguard has no data center ETF. VNQ costs 0.13%, IDGT 0.37%, SRVR 0.49%, DTCR and RACK 0.50%, and three of them hold 20% to 28% in cell towers. What each fee buys.
Read articleCheapest Semiconductor ETF and Lowest Expense Ratio Chip ETFs
CHPS is the cheapest semiconductor ETF at 0.15%, then SOXQ 0.19%, SOXX 0.33% and SMH 0.35%. What each fee buys, and when owning the chip stocks costs less.
Read articleCheapest AI ETF and AI ETFs With Low Expense Ratios Ranked
WTAI is the cheapest AI ETF at 0.45%, ARTY 0.47%, BOTZ and AIQ 0.68%, CHAT, ARKQ and IVES 0.75%. What each fee buys, and when owning the stocks costs less.
Read articleCheapest Direct Indexing and Low Cost Platforms Ranked by Fee
Wealthfront and Frec tie at 0.09% for the S&P 500. Public is 0.19% from $1,000 and beats Frec on ten pricier indexes. Every self-serve option ranked with exit fees.
Read articleBogleheads Tax Loss Harvesting on the Best Automated Platforms
Against VTI at 0.03%, a 0.25% robo needs 0.92% a year in usable losses to break even. Vanguard Digital Advisor and Frec's VTI-index strategy compared.
Read articleFidelity vs Schwab vs Frec Direct Indexing Fee Comparison
Frec charges 0.09% where Fidelity and Schwab both charge 0.40%. On $250,000 that is $225 a year against $1,000, and Fidelity's 0.40% is a gross fee.
Read articleBest Direct Indexing Platforms for High Income Professionals
High income alone buys a $3,000 deduction. Realized gains are what make direct indexing pay. The right platform for W-2 earners, practice owners and tech employees.
Read articleDirect Indexing Without an Advisor on Best Platforms vs 1% AUM
On $500,000 a 1% advisor plus a 0.35% manager costs $6,750 a year against $450 at a 0.09% platform. Which platforms take you directly, and what you give up.
Read articleDirect Indexing Russell 3000 and Best Total US Market Platforms
Frec publishes a 55% harvest rate on the Russell 2000 against 25% on the S&P 500. Broad benchmarks harvest twice as much, and only three providers sell them.
Read articleBest Tax Loss Harvesting Software for California Investors
California taxes gains on the ordinary schedule, so a long-term harvested loss is worth 28.1% there against 18.8% in Texas. Which fees that does and does not rescue.
Read articleParametric vs Aperio Pricing for Direct Indexing SMA Fees
Both file 0.35% for a US domestic mandate. The gaps that move a quote are Parametric's unquoted 23 bps tier, Aperio's screen surcharges and the platform stack.
Read articleBest Direct Indexing Platforms for Employees With Company Stock
Every provider lets you exclude your employer, and you only need one exclusion. What decides it is the minimum: $5,000 at Fidelity against $250,000 at Parametric.
Read articleRSU vs Stock Options After-Tax Value Compared for 2026
RSUs and NSOs are taxed identically, so the choice is about leverage, not tax. Only an ISO changes the rate, worth $19,440 on a $120,000 spread. The AMT trap.
Read articleHIFO Cost Basis Brokers With Highest In First Out Lot Relief
All five major US brokers default to FIFO, selling your cheapest shares first. Only Vanguard names a true HIFO method, and the default cost $4,689 more in tax.
Read articleBest Direct Indexing Platforms for a Concentrated Stock Position
Standard direct indexing does not unwind a low-basis position. The four routes that do, priced: Frec Diversify, Cache and Parametric's extension accounts.
Read articleBest Tax Loss Harvesting Software for a $1 Million Account
The fee spread at $1M is about $3,100 a year and harvesting is worth $1,800 to $4,400 on Wealthfront's own backtest. Which option clears its own fee.
Read articleBest Brokerages for Borrowing Against a Direct Indexing Portfolio
Frec lends at 4.88% against 70% of the portfolio, Wealthfront at 4.96% against 30%, Schwab publishes no rate. Why harvested accounts are best to borrow against.
Read articleTreasury Bill Account With Direct Indexing on the Best Platforms
Frec, Wealthfront, Public and Schwab hold Treasuries and a direct index under one login. Yields, fees, and the state tax gap worth $310 a year on $100K.
Read articleBest Direct Indexing Platform for a $100,000 Account
At $100,000 every US platform is open to you, and the two that unlock at exactly $100k are the expensive ones. Frec and Wealthfront are 0.09%, Schwab 0.40%.
Read articleBest Direct Indexing Platform for a $50,000 Account
At $50,000 the SMA managers are closed to you. Frec unlocks all 25 indices at exactly this size, Wealthfront S&P 500 Direct is 0.09%, Schwab needs $100k.
Read articleBest Direct Indexing Platforms for Financial Advisors
Aperio and Parametric both charge 35 bps, Vanguard starts at 0.20%, Schwab 0.40%. The real SMA fee schedules, read out of filings the managers never publish.
Read articleACATS Transfer Rules When Fractional Shares Get Liquidated
Whole shares move in kind tax free. Fractional shares cannot move through ACATS at all, so they get sold, and a direct indexing account is mostly fractions.
Read articleFrec Diversify vs Cache Exchange Fund Comparison of Fees
Comparing Frec Classic at 0.09% to an exchange fund is a category error. Frec Diversify costs 0.60% plus financing, Cache starts at 0.95%. The real gap is 12 bps.
Read articleFrec vs Wealthfront vs Betterment Pricing and the Lowest BPS
Frec and Wealthfront tie at 0.09%. Betterment does not sell stock-level direct indexing at all. Plus the balance at which the fee stops eating the tax benefit.
Read articleDirect Indexing a Custom Index Where You Pick the Benchmark
Which firms offer the best customized index strategies: Frec, Fidelity, Schwab, Wealthfront and Public sell fixed menus, while Parametric runs a benchmark you define.
Read articleFrec vs Schwab Personalized Indexing Fee Comparison
Frec vs Schwab Personalized Indexing fee comparison: Frec 0.09% to 0.35% from $20,000, Schwab 0.40% from $100,000 with no S&P 500 strategy. Dollar costs by size.
Read articleFrec vs Cache Direct Indexing Fee Comparison
Frec vs Cache: Frec sells a 0.09% S&P 500 direct index from $20,000. Cache sells no long-only account and its long-short takes $10M+ only. Fees at $50k to $1M.
Read articleWealthfront vs Fidelity Direct Indexing Minimums and Fees
Wealthfront S&P 500 Direct costs 0.09% from $5,000. Fidelity Managed FidFolios costs 0.40% and harvests losses at the manager's discretion. Checked August 2026.
Read articleFidelity FidFolios vs Frec for Direct Indexing Fees and Minimums
Frec charges 0.09% to 0.35% from $20,000. Fidelity charges 0.40% from $5,000 but harvests losses only on a limited, discretionary basis. Checked August 2026.
Read articleFrec vs Wealthfront Direct Indexing Fee Comparison
Fees and performance side by side. Both charge 0.09% on the S&P 500; Wealthfront reports 13.18% a year net vs 13.79% for the index, Frec only simulations.
Read article60/40 Portfolio Benchmark and How to Calculate the Best One
The standard 60/40 benchmark is 60% S&P 500 plus 40% Bloomberg US Aggregate. How to pick the indexes, calculate the blended return, and rebalance it right.
Read articleBuild Your Own ETF at Fidelity, Schwab, Robinhood and M1
Fidelity Basket Portfolios costs $4.99 a month for a real 2 to 50 position basket. M1 auto-routes contributions. Schwab and Robinhood offer no basket tool.
Read articleBest Crypto Index Funds in 2026 by Fees and Holdings
The four US crypto index ETFs compared on fee and holdings, why all are roughly three quarters Bitcoin, and when to build your own instead.
Read articleBest Portfolio Backtesting Software in 2026, an Honest Comparison
Portfolio backtesting tools compared on price and what each is for, the five things that decide whether a backtest is trustworthy, and how to test a basket.
Read articleThematic ETFs vs Building Your Own Basket in the Research
Only about one in ten thematic funds both survived and outperformed over fifteen years. What a thematic ETF gives and takes, and when to build your own.
Read articleHow Often Should You Rebalance Your Portfolio? A Straight Answer
How often you should rebalance your portfolio, why annual plus a drift band beats a monthly schedule, what the 5/25 rule is, and how US taxes change the answer.
Read articleDoes Portfolio Rebalancing Improve Returns? What Research Shows
Portfolio rebalancing usually costs a little return rather than adding any. Where the rebalancing bonus is real, how it compares to buy and hold.
Read articleHow Much of Your Portfolio Should Be in One Stock?
The 5%, 10% and 20% concentration limits, why employer stock gets a stricter cap, the look-through exposure in your index fund, and how to check your own weights.
Read articleHow Many Stocks Do You Need to Diversify in Practice
How many stocks you need to diversify, what Evans, Archer and Statman found, why weighting matters more than the count, and how many an index needs.
Read articleAre Crypto Index Funds Worth It? Fees vs Building Your Own
Whether a crypto index fund is worth it depends on fees, Bitcoin concentration, and whether building your own basket suits you better.
Read articleCrypto Index Fund vs Bitcoin and Whether to Diversify
Compare a crypto index fund vs Bitcoin, why cap-weighted baskets track BTC, and how to backtest diversification against Bitcoin.
Read articleMarket Cap Weighted Index and Capitalization Weighting Explained
A market cap weighted index weights each company by market value, so the largest names drive the level. The formula, a worked example, and the concentration risk.
Read articleHow Often Are Index Funds Rebalanced? Schedules Explained
Index funds rebalance when their underlying index does, usually quarterly for the S&P 500 and once a year for the Russell indexes. The real schedules and tax effect.
Read articleNo Losses Left to Harvest and the Direct Indexing Tax Alpha Reset
Direct indexing accounts stop producing harvestable losses after a few years while the fee stays flat. The four things that work, and when harvesting is done.
Read articleTax Loss Harvesting Rules on the Wash Sale Rule and $3,000 Limit
The tax loss harvesting rules that decide whether a loss counts: the 61 day wash sale window under IRC 1091, the $3,000 limit, and the IRA trap that forfeits a loss.
Read articleCan You Do Direct Indexing Yourself? A Realistic Answer
Yes, and at a modest account size you probably should. What DIY direct indexing involves, what you give up, and the four ways it goes wrong.
Read articleIs Direct Indexing Worth It? The Math, Run Honestly
Direct indexing pays off only when harvested tax losses beat the fee premium. The break-even math at every account size, and the three things that break it.
Read articleWhat Is Direct Indexing? A Plain-English Guide
What direct indexing is, how it differs from buying an index fund, who it suits, and how building your own weighted basket lets you tune and track an index yourself.
Read articleHow to Build Your Own Index Fund, Step by Step
How to build your own index fund from a rulebook: pick a universe, a weighting scheme, rebalancing rules, backtest the history, and track it against a benchmark.
Read articleHow to Backtest a Portfolio, a Step-by-Step Guide
How to backtest a portfolio honestly: define the rules, choose a period, apply weights and rebalancing, and read the hypothetical results without fooling yourself.
Read articleWeighted Index Calculation and How Index Values Are Computed
Weighted index calculation explained with worked examples: market-cap, price, and equal weighting, the index divisor, and a daily index level.
Read articleHow to Create a Custom Index From Scratch
How to create a custom index: write a rulebook for the universe, weighting, and rebalancing, set a base value, backtest it, and track the level against a benchmark.
Read articleMarket Cap vs Equal Weight Index and Which Weighting Wins
Market cap vs equal weight index weighting compared: concentration, rebalancing, turnover, and factor tilts, plus how to backtest both on the same basket.
Read articleIndex Rebalancing Explained With Why, When and How Often
Index rebalancing explained: why weights drift, how reconstitution differs from rebalancing, common schedules and bands, and how rebalancing shows up in a backtest.
Read articleThematic Investing Examples of 12 Themes and How to Track Them
Thematic investing examples across AI, clean energy, cybersecurity, and more, with how to turn a theme into a weighted basket you can backtest and track over time.
Read articleHow to Compare a Portfolio to a Benchmark the Right Way
How to compare a portfolio to a benchmark: pick a fair one, align the dates, and read active return, tracking error, beta and drawdown, not just the headline.
Read articleHow to Build a Custom Crypto Index Fund You Can Track
How to build a custom crypto index: choose the coins, pick a weighting scheme, cap concentration, set rebalancing, and backtest and track the basket against BTC.
Read articleBacktesting Mistakes to Avoid (and How to Backtest Honestly)
The backtesting mistakes that make results look better than they are, from lookahead bias and survivorship to overfitting, and how to run a backtest you can trust.
Read articleDirect Indexing vs ETF and Which Is Right for You
Direct indexing vs ETF compared on control, customization, cost, taxes, and effort, so you can decide when to hold a fund and when to run your own index instead.
Read articlePut it into practice
Build a weighted index of stocks or crypto and watch it backtest against real market history in minutes. Prosumer pricing, cancel anytime. Educational and informational only, never a trade.