Curvo Backtest Alternatives & Competitors

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Replacement verdicts

Curvo Backtest logo

Alternatives to Curvo Backtest

Curated replacements grouped by fit, tradeoffs, pricing flexibility, and platform access. Use this list to decide which Curvo Backtest competitor is worth testing first.

Looking for a Curvo Backtest replacement? We've profiled 20 alternatives by workflow fit, pricing flexibility, caveats, and platform access. Whether you need a free option to trial, mobile-ready workflows, or API integrations, this list helps you choose what to test first.

Disclosure: outbound links may include affiliate or sponsor links

Which Alternative Should You Use?

okama logo

okama

Closest replacement

Best for: Technical users who want a free, open-source Python toolkit for portfolio optimization, risk metrics, Monte Carlo, and historical market or macro data.

  • okama best matches the base workflow on strategy backtesting, portfolio analytics, and charting and technical analysis.
  • okama also has a free plan, so you can try it without paying. Free-plan limits: Open-source Python library and free API access to end-of-day historical market data and macroeconomic indicators.

Watch for: Developer-oriented workflow: okama is designed for Python, API, and widget workflows. Nontechnical investors may find a hosted portfolio tracker easier to use.

Portfolio Visualizer logo

Portfolio Visualizer

Best workflow fit

Best for: DIY investors and advisors needing portfolio backtests, Monte Carlo analysis, optimization, correlations, factor regression, and fund analytics from a web tool.

  • Portfolio Visualizer best matches the base workflow on strategy backtesting, portfolio analytics, and fund research.
  • Portfolio Visualizer also has a free plan, so you can try it without paying. Free-plan limits: Signup required. Free tier supports portfolios with up to 15 assets and limited history.

Watch for: Free tier is constrained: The free tier limits portfolio size/history and excludes current month-to-date results, so serious workflows usually need Basic or Pro.

PortfoliosLab logo

PortfoliosLab

Best audience fit

Best for: Long-term investors who want portfolio backtests, risk metrics, correlations, optimization, and screeners in one web service.

  • PortfoliosLab best matches the base workflow on strategy backtesting, portfolio analytics, and charting and technical analysis.
  • PortfoliosLab also has a free plan, so you can try it without paying. Free-plan limits: Signup required. Free plan includes 1 watchlist, 100 symbols, 15 holdings per portfolio, 10 calculations/month, and 5 years of history.

Watch for: Free tier is small: Free access is capped at 1 watchlist, 100 symbols, 15 holdings per portfolio, 10 calculations per month, and 5 years of history.

Stock Rover logo

Stock Rover

Strong runner-up

Best for: Individual investors looking for North American stock, ETF, and fund screening.

  • Stock Rover best matches the base workflow on portfolio analytics, charting and technical analysis, and portfolio tracking.
  • Stock Rover also has a free plan, so you can try it without paying. Free-plan limits: Signup required. New signups can test Stock Rover through a 14-day free trial with no credit card required.

Watch for: North America-focused coverage: U.S. and Canadian exchange support plus OTC boards.

Detailed Alternatives

I want to

Our ranked order by workflow overlap and quality.

1
okama logo
Closest replacement

okama

Tested by us

Bottom line: Technical users who want a free, open-source Python toolkit for portfolio optimization, risk metrics, Monte Carlo, and historical market or macro data.

Keep

  • Backtesting
  • Portfolio
  • Risk Metrics
  • Monte Carlo
  • Correlation
  • Data Visualizations

Gain

  • Quant
  • APIs & Data Feeds
  • ETF Analysis
  • Macro Data

Lose

No missing capabilities listed.

Watch out

  • Avoid as a full replacement if you rely on fund research.
  • Free-plan limits: Open-source Python library and free API access to end-of-day historical market data and macroeconomic indicators. Public documentation currently describes okama 2.3.0.
  • Developer-oriented workflow: okama is designed for Python, API, and widget workflows. Nontechnical investors may find a hosted portfolio tracker easier to use.
Cost
Free, no signup

Free onlyno paid tier

2
PortfoliosLab logo
Best audience fit

Bottom line: Long-term investors who want portfolio backtests, risk metrics, correlations, optimization, and screeners in one web service.

Keep

  • Backtesting
  • Portfolio
  • Risk Metrics
  • Correlation
  • Data Visualizations

Gain

  • Watchlist
  • Factor Exposure
  • Performance Attribution
  • Stock Comparison

Lose

  • Monte Carlo

Watch out

  • Avoid as a full replacement if you rely on fund research.
  • Free-plan limits: Signup required. Free plan includes 1 watchlist, 100 symbols, 15 holdings per portfolio, 10 calculations/month, and 5 years of history. Annual billing works out to $8.33 per month for Plus, $20.83 for Pro, and $75 for Max.
  • Free tier is small: Free access is capped at 1 watchlist, 100 symbols, 15 holdings per portfolio, 10 calculations per month, and 5 years of history.
Cost
Free with signup

$8.33/moto go paid, billed yearly

Curvo Backtest has no paid plan

3
Portfolio Visualizer logo
Best workflow fit

Bottom line: DIY investors and advisors needing portfolio backtests, Monte Carlo analysis, optimization, correlations, factor regression, and fund analytics from a web tool.

Keep

  • Backtesting
  • Risk Metrics
  • Monte Carlo
  • Correlation
  • Data Visualizations

Gain

  • Factor Exposure
  • Performance Attribution
  • ETF Screeners
  • Quant

Lose

  • Portfolio

Watch out

  • Useful when you want to add quant research, factor screening, and fundamental research instead of mirroring the current workflow.
  • Free-plan limits: Signup required. Free tier supports portfolios with up to 15 assets and limited history. Basic is listed at $30/month billed annually.
  • Free tier is constrained: The free tier limits portfolio size/history and excludes current month-to-date results, so serious workflows usually need Basic or Pro.
Cost
Free with signup

$30/moto go paid, billed yearly

Curvo Backtest has no paid plan

4
Stock Rover logo
Stock RoverPartial replacement
4
Stock Rover logo
Partial replacement

Stock Rover

Tested by us

Bottom line: Individual investors looking for North American stock, ETF, and fund screening.

Keep

  • Portfolio
  • Risk Metrics
  • Monte Carlo
  • Correlation
  • Data Visualizations

Gain

  • Stock Ideas
  • Screeners
  • ETF Screeners
  • Stock Comparison

Lose

  • Backtesting

Watch out

  • Avoid as a full replacement if you rely on strategy backtesting and fund research.
  • Free-plan limits: Signup required. New signups can test Stock Rover through a 14-day free trial with no credit card required. Free plan has monthly limits for Stock Scores and Research Reports.
  • North America-focused coverage: U.S. and Canadian exchange support plus OTC boards.
Cost
Free with signup

$34/moto go paid

Curvo Backtest has no paid plan

5
ETF Insider logo
ETF InsiderPartial replacement
5
ETF Insider logo
Partial replacement

ETF Insider

Analyst pickTested by us

Bottom line: ETF and mutual fund investors needing holdings look-through, overlap, concentration, correlation, factor exposure, and efficient-frontier style portfolio views.

Keep

  • Portfolio
  • Risk Metrics
  • Correlation
  • Data Visualizations

Gain

  • ETF Screeners
  • Factor Exposure
  • ETF Analysis
  • ETF Overlap

Lose

  • Backtesting
  • Monte Carlo

Watch out

  • Avoid as a full replacement if you rely on strategy backtesting and backtesting and quant research.
  • Free-plan limits: Signup required. Free plan is listed at $0/month with up to 4 saved portfolios and limited full holdings data. Pro is listed at $14/month with unlimited full holdings data, Excel export, and unlimited saved portfolios.
  • Non-US coverage unclear: Pricing lists international equities, but the FAQ says only US-listed assets. Non-US fund support is not established; crypto is unsupported.
Cost
Free with signup

$14/moto go paid

Curvo Backtest has no paid plan

6
GuruFocus logo
GuruFocusPartial replacement
6
GuruFocus logo
Partial replacement

GuruFocus

Analyst pickTested by us

Bottom line: Value investors looking for long historical fundamentals, GF Score, GF Value, and guru/institutional holdings.

Keep

  • Backtesting
  • Portfolio
  • Correlation
  • Data Visualizations

Gain

  • Stock Ideas
  • Screeners
  • ETF Screeners
  • Top Analysts

Lose

  • Risk Metrics
  • Monte Carlo

Watch out

  • Avoid as a full replacement if you rely on portfolio analytics and fund research.
  • Free-plan limits: Signup required. A free account has limited access. Free members have limited portfolio capacity.
  • Paid access is region and tier dependent: Annual paid memberships, region add-ons, API plans, and pay-as-you-go API credits.
Cost
Free with signup

$45.75/moto go paid, billed yearly

Curvo Backtest has no paid plan

7
FactorsToday logo
FactorsTodayPartial replacement
7
FactorsToday logo
Partial replacement

Bottom line: Quantitative researchers studying factor returns, stock loadings, correlations, and attribution.

Keep

  • Backtesting
  • Portfolio
  • Risk Metrics
  • Correlation
  • Data Visualizations

Gain

  • Screeners
  • Quant
  • Stock Comparison
  • Factor Exposure

Lose

  • Monte Carlo

Watch out

  • Avoid as a full replacement if you rely on fund research and macro and fund research.
  • Free-plan limits: Public dashboards and API documentation can be opened without signing in. The API does not currently require a key and is limited to ten requests per second per IP address. No paid pricing table or durable free-access commitment is published.
  • Pricing not published: The site exposes public tools and a no-key API but publishes no long-term access or commercial pricing policy.
Cost
Free, no signup

Free onlyno paid tier

8
ProjectionLab logo
ProjectionLabPartial replacement
8
ProjectionLab logo
Partial replacement

Bottom line: DIY investors planning retirement or financial independence looking to model life events, cash flow, taxes, withdrawals, and estate outcomes in one visual plan.

Keep

  • Backtesting
  • Portfolio
  • Monte Carlo
  • Data Visualizations

Gain

  • Retirement Calculator
  • Scenario & Stress Tests
  • Capital Gains Estimator

Lose

  • Risk Metrics
  • Correlation

Watch out

  • Avoid as a full replacement if you rely on fund research and macro and fund research.
  • Free-plan limits: Signup required. Basic is a permanent free plan with forecasting, financial planning, Monte Carlo simulations, historical backtesting, and flexible modeling. Premium is listed at $129/year and gates advanced cash-flow, tax, withdrawal, reporting, and multi-plan features.
  • Annual simulation granularity: Public product copy emphasizes drilling into each simulated year, so the model is not suited to month-by-month budgeting, transaction-level accounting, or short-horizon trading analysis.
Cost
Free with signup

$10.75/moto go paid, billed yearly

Curvo Backtest has no paid plan

9
YCharts logo
YChartsPartial replacement
9
YCharts logo
Partial replacement

YCharts

Tested by us

Bottom line: Financial advisors and asset managers who need portfolio analytics, proposals, reports, and client-ready visuals.

Keep

  • Portfolio
  • Risk Metrics
  • Monte Carlo
  • Correlation
  • Data Visualizations

Gain

  • Screeners
  • Stock Comparison
  • ETF Comparison
  • Watchlist

Lose

  • Backtesting
  • Free tier

Watch out

  • Avoid as a full replacement if you rely on strategy backtesting and fund research.
  • Free-plan limits: Signup required. Trial-only access. Current public plans page is quote-led rather than self-serve.
  • Pricing is sales-led: The current plans page directs buyers to call or schedule a pricing conversation.
Cost
Free trial only

$250/moto go paid, billed yearly

Curvo Backtest has no paid plan

10
Zenvesto logo
ZenvestoPartial replacement
10
Zenvesto logo
Partial replacement

Bottom line: Retail investors looking for a portfolio dashboard with performance, dividends, news, watchlists, AI analysis, and historical simulations.

Keep

  • Backtesting
  • Portfolio
  • Risk Metrics
  • Data Visualizations

Gain

  • Watchlist
  • News
  • Calendar
  • Stock Ideas

Lose

  • Monte Carlo
  • Correlation
  • Mutual Funds coverage

Watch out

  • Avoid as a full replacement if you rely on strategy backtesting and fund research.
  • Free-plan limits: Signup required. Free plan is available. Free includes price and earnings alerts, dividend tracking, and 3 Time Machine simulations per day.
  • Coverage claims need care: Verified NYSE/Nasdaq detail conservatively despite broader marketing references to global exchange coverage.
Cost
Free with signup

$7.49/moto go paid, billed yearly

Curvo Backtest has no paid plan

11
Wealthfolio logo
WealthfolioPartial replacement
11
Wealthfolio logo
Partial replacement

Bottom line: Privacy-conscious long-term investors looking for portfolio, net-worth, spending, and retirement-planning workflows in a local database they control.

Keep

  • Portfolio
  • Risk Metrics
  • Monte Carlo
  • Data Visualizations

Gain

  • Performance Attribution
  • Retirement Calculator
  • Broker Connectors
  • Custom Dashboards

Lose

  • Backtesting
  • Correlation

Watch out

  • Avoid as a full replacement if you rely on strategy backtesting, fund research, and backtesting and quant research.
  • Free-plan limits: The AGPL-3.0 core app is free, uses pay-what-you-want downloads, and does not require an account. Free use relies on manual tracking or CSV imports; automatic brokerage and device sync require Wealthfolio Connect. Self-hosted use requires the user to supply and maintain the server, authentication, secrets, backups, and updates.
  • No native Android app: Native Android is planned but not available. Android users currently need the progressive web app from a self-hosted Wealthfolio instance.
Cost
Free, no signup

$2.99/moto go paid

Curvo Backtest has no paid plan

12
TradingView logo
TradingViewPartial replacement
12
TradingView logo
Partial replacement

TradingView

Analyst pickTested by us

Bottom line: Traders and investors looking for charting, alerts, screeners, and market coverage across many asset classes.

Keep

  • Backtesting
  • Portfolio
  • Correlation
  • Data Visualizations

Gain

  • Quant
  • Screeners
  • ETF Screeners
  • Stock Ideas

Lose

  • Risk Metrics
  • Monte Carlo
  • Mutual Funds coverage

Watch out

  • Avoid as a full replacement if you rely on portfolio analytics and fund research.
  • Free-plan limits: Signup required. Basic tier limits charts per tab, indicators, alerts, watchlists, and historical bars. Some real-time exchange data is sold separately from platform plans.
  • Real-time market data can require add-ons: Optional real-time quote subscriptions and exchange-specific data fees.
Cost
Free with signup

$12.95/moto go paid

Curvo Backtest has no paid plan

13
Portfolio123 logo
Portfolio123Partial replacement
13
Portfolio123 logo
Partial replacement

Portfolio123

Analyst pickTested by us

Bottom line: Rules-based investors looking for point-in-time stock and ETF simulations.

Keep

  • Backtesting
  • Portfolio
  • Correlation
  • Data Visualizations

Gain

  • Screeners
  • Quant
  • Stock Ideas
  • Scores

Lose

  • Risk Metrics
  • Monte Carlo
  • Mutual Funds coverage

Watch out

  • Avoid as a full replacement if you rely on portfolio analytics and fund research.
  • Free-plan limits: Signup required. Free Manage module is separate from paid Research, API, and DataMiner access. General registration offers 30 days of screener and backtesting access without a payment card.
  • Advanced research is paid: Free Manage covers portfolio tracking. Time-limited access covers screener and backtesting use before a paid Research plan, while API and DataMiner require separate paid access.
Cost
Free with signup

$25/moto go paid, billed yearly

Curvo Backtest has no paid plan

14
Marketlog logo
MarketlogPartial replacement
14
Marketlog logo
Partial replacement

Bottom line: Retail investors who need manual or broker-connected portfolio tracking, dividends, goals, forecasts, benchmarks, and sharing.

Keep

  • Portfolio
  • Risk Metrics
  • Monte Carlo
  • Data Visualizations

Gain

  • Watchlist
  • Institutional Ownership
  • Compounding Calculator
  • News

Lose

  • Backtesting
  • Correlation
  • Mutual Funds coverage

Watch out

  • Avoid as a full replacement if you rely on strategy backtesting, fund research, and backtesting and quant research.
  • Free-plan limits: Signup required. Free supports unlimited portfolios, holdings, and transactions with manual tracking, 3 goals per portfolio, a 3-item watchlist, and 5 years of price history. Plus costs $7.99 monthly or $6.67 per month billed yearly. Pro costs $17.99 monthly or $15 per month billed yearly.
  • Not a broker or adviser: Marketlog tracks and analyzes portfolios but does not execute trades, provide fiduciary advice, or act as an exchange.
Cost
Free with signup

$6.67/moto go paid, billed yearly

Curvo Backtest has no paid plan

15
Snowball Analytics logo
Snowball AnalyticsPartial replacement
15
Snowball Analytics logo
Partial replacement

Bottom line: Investors tracking several asset types, currencies, or brokerage accounts in one portfolio record.

Keep

  • Backtesting
  • Portfolio
  • Risk Metrics

Gain

  • Watchlist
  • Dividends
  • Dividend Tax / ADR Withholding
  • Calendar

Lose

  • Monte Carlo
  • Correlation
  • Data Visualizations

Watch out

  • Avoid as a full replacement if you rely on fund research and charting and technical analysis.
  • Free-plan limits: Signup required. Free plan has portfolio, holding, custom asset, watchlist, and history limits. Paid plans have a 14-day trial with no credit card required.
  • Free plan is intentionally limited: Free access is capped at one portfolio, 10 holdings, one custom asset, one watchlist, and shorter history.
Cost
Free with signup

$6.67/moto go paid, billed yearly

Curvo Backtest has no paid plan

16
Sharpely logo
SharpelyPartial replacement
16
Sharpely logo
Partial replacement

Bottom line: Indian investors comparing an official RRG chart with stock, fund, factor, and strategy research in the same product.

Keep

  • Backtesting
  • Portfolio
  • Data Visualizations

Gain

  • Screeners
  • Stock Comparison
  • ETF Comparison
  • Quant

Lose

  • Risk Metrics
  • Monte Carlo
  • Correlation

Watch out

  • Avoid as a full replacement if you rely on fund research.
  • Free-plan limits: Signup required. The pricing page describes the Free plan as valid forever. RRG Chart appears under Core Benefits in Every Plan, but the Free plan's public feature response omits it.
  • India-focused coverage: The product is built around Indian stocks, sectors, indices, mutual funds, and ETFs rather than broad global coverage.
Cost
Free with signup

Free • Contact for pricing

17
MarketXLS logo
MarketXLSPartial replacement
17
MarketXLS logo
Partial replacement

Bottom line: Spreadsheet users who need delayed or live quotes, fundamentals, options data, ETF data, portfolio templates, and supported broker order tickets.

Keep

  • Portfolio
  • Risk Metrics
  • Monte Carlo
  • Correlation

Gain

  • Sheets / Excel Add-ins
  • Broker Connectors
  • Screeners
  • Options

Lose

  • Backtesting
  • Data Visualizations
  • Free tier

Watch out

  • Avoid as a full replacement if you rely on strategy backtesting and fund research.
  • Free-plan limits: Signup required. Credit card required. Standard is $850/year; quarterly billing is available at a different rate.
  • Redistribution restrictions: MarketXLS does not permit redistribution of data through the spreadsheet product. Business is open to professional users, but it is not a public data API.
Cost
Paid only

$70.83/moto go paid, billed yearly

Curvo Backtest has no paid plan

18
Stock Analysis logo
Stock AnalysisPartial replacement
18
Stock Analysis logo
Partial replacement

Stock Analysis

Analyst pickTested by us

Bottom line: Regular investors looking for fast stock and fund research pages, screeners, comparisons, watchlists, and market calendars.

Keep

  • Portfolio
  • Risk Metrics
  • Data Visualizations

Gain

  • Stock Ideas
  • Screeners
  • ETF Screeners
  • Top Analysts

Lose

  • Backtesting
  • Monte Carlo
  • Correlation

Watch out

  • Avoid as a full replacement if you rely on strategy backtesting, portfolio analytics, and fund research.
  • Free-plan limits: Free access is ad-supported. Free exports and financial history are limited compared with Pro and Unlimited. Free accounts allow 10 active alerts. Brokerage sync, full ETF holdings, and advanced analyst filtering require paid plans.
  • No public API: Stock Analysis does not currently offer API access.
Cost
Free, no signup

$6.58/moto go paid, billed yearly

Curvo Backtest has no paid plan

19
Trackinsight logo
TrackinsightPartial replacement
19
Trackinsight logo
Partial replacement

Bottom line: ETF investors and institutions that need global screening, comparison, portfolio analysis, and factor or ESG data.

Keep

  • Backtesting
  • Portfolio
  • Data Visualizations

Gain

  • ETF Screeners
  • ETF Comparison
  • ETF Analysis
  • ETF Factors

Lose

  • Risk Metrics
  • Monte Carlo
  • Correlation
  • Mutual Funds coverage

Watch out

  • Avoid as a full replacement if you rely on strategy backtesting.
  • Free-plan limits: Signup required. A free Essentials account is required to save lists and create up to two portfolios. Full Portfolio Insights is included with Enterprise.
  • ETF-only focus: Trackinsight is built for ETF/ETP research and data services, not single-stock fundamentals, options, or brokerage execution.
Cost
Free with signup

Free • Contact for pricing

20
Koyfin logo
KoyfinPartial replacement
20
Koyfin logo
Partial replacement

Koyfin

Analyst pickTested by us

Bottom line: Investors who want dashboards, charts, screeners, portfolios, news, and alerts in a web and mobile workspace.

Keep

  • Portfolio
  • Correlation
  • Data Visualizations

Gain

  • Screeners
  • ETF Screeners
  • Custom Dashboards
  • Watchlist

Lose

  • Backtesting
  • Risk Metrics
  • Monte Carlo

Watch out

  • Avoid as a full replacement if you rely on strategy backtesting and fund research.
  • Free-plan limits: Signup required. Free plan includes limited watchlists, screens, dashboards, alerts, portfolios, financials, and estimates history. New accounts receive a seven-day trial and then downgrade to Free without a charge.
  • No public API: Koyfin does not provide user-facing data access through an API.
Cost
Free with signup

$39/moto go paid, billed yearly

Curvo Backtest has no paid plan

What This Shortlist Tells You

okama is the closest drop-in replacement with overlapping coverage in Backtesting, Portfolio, and Risk Metrics while adding Quant and APIs & Data Feeds coverage and Interactive Efficient Frontier mean-variance widget. and Compare-assets widget covering returns, drawdowns, CVaR, and correlations. features (workflow overlap ~100%).

Free tiers remain available through okama, PortfoliosLab, Portfolio Visualizer, Stock Rover, ETF Insider, GuruFocus, FactorsToday, ProjectionLab, Zenvesto, Wealthfolio, TradingView, Portfolio123, Marketlog, Snowball Analytics, Sharpely, Stock Analysis, Trackinsight, and Koyfin for side-by-side testing.

Need mobile access? Stock Rover, GuruFocus, and Wealthfolio bring phone-ready workflows that Curvo Backtest lacks.

Round out your stack with new coverage areas like Quant, APIs & Data Feeds, ETF Analysis, and Macro Data.

Coverage Snapshot

Where alternatives already align

Most shared categories across the top matches.

New angles introduced

Categories the alternatives add beyond Curvo Backtest.

Access & Pricing

Free to start

18/20

18 of 20 start free, same as Curvo Backtest.

Paid plans from

$2.99/mo

Wealthfolio is the cheapest listed monthly upgrade. No comparable monthly price is listed for Curvo Backtest.

Mobile app

9 of 20

9 add a mobile app that Curvo Backtest lacks.

API access

7 of 20

7 expose an API or data feed, usually on a paid plan.

Hands-on tested

10 of 20

10 tested hands-on. 6 are analyst picks.

Coverage overlap

68%

Average share of Curvo Backtest categories each alternative covers.

Frequently Asked Questions

What are the best alternatives to Curvo Backtest?

okama, PortfoliosLab, and Portfolio Visualizer share the most workflows with Curvo Backtest, in that order. Start with the one whose Keep list matches what you use daily.

Which alternatives keep a free tier?

okama, PortfoliosLab, Portfolio Visualizer, Stock Rover, ETF Insider, GuruFocus, FactorsToday, ProjectionLab, Zenvesto, Wealthfolio, TradingView, Portfolio123, Marketlog, Snowball Analytics, Sharpely, Stock Analysis, Trackinsight, and Koyfin start free, so you can test them before paying. Check each card for signup and usage limits on the free plan.

Which workflows do the top Curvo Backtest alternatives cover?

Between them the top matches cover Backtesting, Correlation, Data Visualizations, Monte Carlo, Portfolio, and Risk Metrics. Curvo Backtest workflows in those areas move over as they are. The Lose column on each card names what does not.

Feedback

Missing an alternative, or is a listing out of date? Tell me and I will look.

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.