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Top 9 Best Astrology Natal Chart Software of 2026

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Top 9 Best Astrology Natal Chart Software of 2026

Compare astrology natal chart software options like Astrolog, Jagannatha Hora, and TimePassages, with tradeoffs for choosing tools that match needs.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Astrology natal chart software matters because the data model, calculation engine, and chart export paths determine whether workflows stay consistent across devices and clients. This comparison helps analysts and operators pick tooling that fits their interpretation style, from desktop research and mobile viewing to automation-ready pipelines, with Astro Gold serving as a reference point for typical professional chart work.

Astrolog is the best pick for solo analysts who want dependable natal work without heavy automation because its aspect grid rendering is tied to configurable orb and major-aspect settings for consistent, repeatable chart review, whereas Jagannatha Hora fits Vedic practitioners since its divisional chart generation follows natal conventions with report-focused interpretation grids.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Astrolog

Aspect grid rendering tied to configurable orb and major-aspect settings for consistent review across repeated charts.

Best for: Fits when solo analysts need configurable natal, aspects, transits, and synastry outputs without heavy automation.

2

Jagannatha Hora

Editor pick

Divisional chart generation and interpretation oriented report layout built around Vedic natal conventions.

Best for: Fits when Vedic astrology practitioners need configurable sidereal natal charts, aspects, and divisional workflows.

3

TimePassages

Editor pick

Configurable house system and aspect grid settings that keep natal wheel placements and aspect calculations aligned.

Best for: Fits when chart analysts need consistent natal calculations and relationship charts with practical time handling.

Comparison Table

1
AstrologBest overall
vertical specialist
9.5/10
Overall
2
vertical specialist
8.8/10
Overall
3
vertical specialist
8.7/10
Overall
4
vertical specialist
8.5/10
Overall
5
vertical specialist
8.2/10
Overall
6
vertical specialist
7.8/10
Overall
7
vertical specialist
7.6/10
Overall
8
vertical specialist
7.1/10
Overall
9
vertical specialist
6.8/10
Overall
#1

Astrolog

vertical specialist

Open-source astrology calculation program supporting natal, transit, synastry, and harmonic charts.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Aspect grid rendering tied to configurable orb and major-aspect settings for consistent review across repeated charts.

Astrolog provides natal chart generation with a calculation engine tuned for practical astrology workflows and exportable chart outputs. It supports multiple house systems and both tropical and sidereal zodiac modes so the same birth data can be recalculated under different frameworks.

Chart views include a natal wheel with aspects and an aspects grid that can be configured to match commonly used orb and major aspect settings. For people building repeatable chart studies, it also supports transits and synastry chart creation from the same core input fields.

Pros
  • +Configurable house systems and zodiac modes for framework-specific recalculation
  • +Natal wheel plus aspect grid views for fast cross-checking
  • +Sensible orb and major aspect controls for consistent interpretation work
  • +Synastry and transit chart creation from shared birth input
Cons
  • –Less automation for batch processing and bulk chart studies than higher-tier tools
  • –Limited visibility into calculation inputs when debugging mismatched results
  • –Automation and API surface are not prominent for integrators
  • –Geocoding and time handling depth can be thin for edge cases
Use scenarios
  • Professional astrologers

    Generate consistent natal charts for readings

    More consistent consultation outputs

  • Astrology educators and students

    Compare chart changes across frameworks

    Comparable teaching chart examples

Show 2 more scenarios
  • Relationship astrologers

    Run synastry-style relationship chart comparisons

    Structured partner chart comparison

    Create relationship layouts to compare two charts from shared birth input fields.

  • Jyotish practitioners

    Produce rashi navamsa and dasha outputs

    Ready Vedic timing material

    Generate Jyotish-style charts and timing outputs for Vedic workflow analysis from natal input.

Best for: Fits when solo analysts need configurable natal, aspects, transits, and synastry outputs without heavy automation.

#2

Jagannatha Hora

vertical specialist

Free Vedic astrology software for natal chart computation using precise Swiss Ephemeris data.

8.8/10
Overall
Features8.8/10
Ease of Use8.8/10
Value8.8/10
Standout feature

Divisional chart generation and interpretation oriented report layout built around Vedic natal conventions.

Jagannatha Hora is a natal chart calculation and report tool for Vedic astrology workflows that need sidereal zodiac handling and geocentric chart outputs for birth charts. The software supports standard birth chart elements such as house systems, aspect grids, and chart wheel style views used for interpretation.

It also provides transit oriented views and chart comparison outputs used for ongoing analysis and relationship work. Jagannatha Hora’s distinct focus is its Vedic chart conventions and configurable natal computation settings rather than general purpose astronomy output.

Pros
  • +Vedic sidereal-first chart settings with consistent birth chart conventions
  • +Configurable aspects and orb rules for repeatable interpretation grids
  • +Birth chart wheel and divisional chart workflows in one toolchain
  • +Transit and chart comparison views for longitudinal and relationship analysis
Cons
  • –Setup requires careful input of time zone and birth time fields
  • –Automation and external API integration are not a primary strength
  • –Some advanced workflow steps are easier to complete with manual review
  • –Export and interoperability options are limited for custom downstream tooling
Use scenarios
  • Vedic astrologers and practitioners

    Calculate sidereal birth charts from birth data

    Repeatable natal charts for reading

  • Jyotish students and researchers

    Generate divisional charts for varga analysis

    Connected set of divisional charts

Show 2 more scenarios
  • Astrology consultants

    Compile natal, divisional, and dasha reports

    Shareable reports for consultations

    Users combine chart views and timing material into printable consultation artifacts for clients.

  • Classical Jyotish analysts

    Compare results across chart settings

    Consistent outputs for comparison

    Users adjust ayanamsha, zodiac, house, and aspect configurations to study classical settings consistently.

Best for: Fits when Vedic astrology practitioners need configurable sidereal natal charts, aspects, and divisional workflows.

#3

TimePassages

vertical specialist

Astrology software for natal chart interpretation available on macOS, Windows, iOS, and Android.

8.7/10
Overall
Features8.7/10
Ease of Use8.6/10
Value8.8/10
Standout feature

Configurable house system and aspect grid settings that keep natal wheel placements and aspect calculations aligned.

TimePassages generates natal charts from a birth date, time, and place, then renders a geocentric horoscope with selectable zodiac and house settings. The key capability is end-to-end chart computation driven by an astrology calculation engine that supports common house systems and aspect calculations.

Output can be used for natal wheel views, aspect grids, and downstream relationship chart workflows like synastry. The software also handles practical time inputs such as time zone conversion and daylight saving time treatment so chart placements match the submitted local birth time.

Pros
  • +Supports multiple zodiac and house system combinations for geocentric natal charting
  • +Aspect grid output includes configurable orb behavior for major and minor relationships
  • +Time zone conversion and daylight saving time handling reduce manual offset errors
  • +Synastry and composite-style chart workflows support relationship studies from charts
Cons
  • –Birth time rectification workflows are limited compared with dedicated rectification tools
  • –Geocentric scope is clearer than heliocentric workflow depth for advanced users
  • –Automation surface and API access are not evident for programmatic chart generation
  • –Extensibility for custom dignities and custom points is narrower than specialist engines
Use scenarios
  • Astrologers and students

    Generate progressed charts for timing analysis

    Progressed charts ready for interpretation

  • Astrology consultants

    Standardize natal charts for consultations

    Reliable charts for client work

Show 2 more scenarios
  • Astrology educators

    Teach techniques with chart outputs

    Learning materials from real charts

    Use natal graphics, aspect information, and report text for classroom-style comparison exercises.

  • Sidereal practitioners

    Reuse ayanamsha settings for sidereal charts

    Consistent sidereal outputs

    Set ayanamsha options once and recalculate sidereal charts across related analyses.

Best for: Fits when chart analysts need consistent natal calculations and relationship charts with practical time handling.

#4

Astro Gold

vertical specialist

Astro Gold is astrology software for natal charts, transits, synastry, and professional chart work.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

Applying and separating aspects with configurable orb rules directly drive the aspect grid logic.

Astro Gold is natal chart software focused on fast, accurate chart generation with a clear emphasis on ephemeris-grade planetary positions. It supports both tropical and sidereal workflows, chart styles like geocentric wheels, and common house system selection for rectified or entered birth times.

Pros
  • +Aspect grid supports applying and separating behavior with orb controls
  • +House system selection enables consistent interpretation workflows
  • +Sidereal and tropical modes support two distinct zodiac conventions
  • +Chart outputs remain consistent across repeated chart generation
Cons
  • –Automation and API surface are not documented for bulk provisioning
  • –Birth time rectification tooling is limited to manual guidance
  • –Synastry and composite chart tooling feels secondary to natal charts
  • –Advanced integration features require export-and-reprocess workflows
Use scenarios
  • Freelance astrologers and consultants

    Generate natal charts for client sessions

    Faster chart setup for readings

  • Professional astrology practices

    Produce client-ready natal report documents

    Less manual report formatting

Show 2 more scenarios
  • Astrologers running synastry work

    Compare two charts by aspects

    Clear visual relationship comparisons

    Review relationship-relevant aspects across multiple charts using grid outputs and orb rules.

  • Astrologers doing location-based readings

    Support astrocartography location analysis

    More usable location chart materials

    Use supported location-driven chart outputs to discuss geographic themes alongside natal interpretations.

Best for: Fits when natal-chart practitioners need repeatable chart outputs, aspect logic, and house choices across many clients.

#5

Astro.com

vertical specialist

Astrodienst provides natal charts, ephemerides, forecasts, and professional astrology tools.

8.2/10
Overall
Features8.2/10
Ease of Use8.3/10
Value8.1/10
Standout feature

Editorial astrology archive content is integrated next to generated natal wheels and aspect grids, reducing context switching.

Astro.com pairs a browser-based chart builder with a long-running editorial astrology archive that many other natal chart tools do not replicate. It generates geocentric birth charts, supports common house system options, and calculates planetary positions and aspects for natal wheels and aspect grids.

Pros
  • +Geocentric natal charts with multiple house options
  • +Aspect grid generation with configurable major and minor aspects
  • +Shareable and printable chart views for collaboration
  • +Editorial astrology content is available alongside chart outputs
Cons
  • –Calculation settings are harder to standardize across repeated chart runs
  • –Automation and API access are not exposed for programmatic chart generation
  • –Less control over advanced rectification workflows than niche rectification tools
  • –Output customization is limited compared with desktop charting software
Use scenarios
  • Astrology practitioners and students

    Generate geocentric natal charts with aspects

    Readable chart and interpretation

  • Astrology educators and learners

    Create repeatable examples with settings

    Comparable teaching charts

Show 2 more scenarios
  • Relationship astrologers

    Review synastry-style relationship chart outputs

    Compatibility-focused chart comparison

    The chart builder supports comparative views for two birth datasets and natal wheel analysis.

  • Astrologers with uncertain birth times

    Investigate timing using chart comparison

    More informed birth-time estimate

    Users work with different chart settings to test and narrow a recorded birth time.

Best for: Fits when individuals need reliable natal charts plus nearby editorial reference during interpretation.

#6

Solar Fire

vertical specialist

Solar Fire is desktop astrology software for natal charts, forecasting, research, and consultations.

7.8/10
Overall
Features7.8/10
Ease of Use7.8/10
Value7.8/10
Standout feature

Solar Fire's Chart Style Editor and editable interpretation files provide granular control over wheels, tables, and report text.

Solar Fire includes location lookup, historical local-time rules, multiple zodiac settings, and configurable planetary calculations. Dynamic charts show planetary movement across selected dates, while chart searches and batch functions support larger archives. The Chart Style Editor controls colors, labels, glyphs, tables, and page layouts without requiring separate graphics software.

Pros
  • +Granular chart-style editing controls wheels, tables, colors, labels, and aspect presentation.
  • +Editable interpretation files support practitioner-specific report language.
  • +Atlas data supports location lookup and historical local-time rules.
  • +Research and batch-chart functions support larger client or archive datasets.
Cons
  • –Windows desktop deployment excludes native browser access.
  • –No documented public API supports direct external automation.
  • –Large configuration surface increases setup time for new users.
  • –Mobile chart review is not a native workflow.
Use scenarios
  • professional astrologers

    recurring client reports

    Consistent client reports

  • astrology researchers

    batch chart studies

    Faster chart comparisons

Show 1 more scenario
  • astrology instructors

    classroom demonstrations

    Clearer temporal demonstrations

    Dynamic charts show changing planetary positions across selected dates during live instruction.

Best for: Fits when astrologers need Windows-based calculations, custom reports, and detailed chart configuration.

#7

Lunarium

vertical specialist

Online lunar and natal chart calculator with planetary position tables and ephemeris data.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

A single browser suite combines birth-chart calculations with lunar calendars, eclipses, planetary hours, and daily astrological data.

Lunarium accepts a birth date, time, and location, then generates a visual chart with planetary placements, house positions, angles, and aspect information. Users can also access moon phases, eclipses, planetary hours, retrograde periods, and daily astrological data from the same site. The tropical zodiac and common house calculations support standard Western astrology workflows.

Pros
  • +Combines birth charts with lunar calendars, eclipses, planetary hours, and retrograde references
  • +Accepts precise birth time and location inputs
  • +Provides visual charts alongside tabular planetary data
  • +Runs in a browser without desktop installation
Cons
  • –No documented public API for automated chart generation
  • –No team workspaces or client portfolio management
  • –Interpretive content is lighter than calculation output
  • –Advanced automation requires separate software and data storage
Use scenarios
  • Independent astrologers

    Preparing client birth-chart readings

    Faster reading preparation

  • Astrology students

    Studying recurring celestial events

    More structured practice

Show 1 more scenario
  • Content publishers

    Checking daily astrology data

    Consistent reference data

    Writers consult calendar and planetary data when preparing recurring astrology articles or social content.

Best for: Fits when individuals and practitioners need browser-based charts plus lunar and planetary reference calendars.

#8

Astrotheme

vertical specialist

Astrotheme provides natal charts, celebrity charts, biographies, and astrology databases.

7.1/10
Overall
Features7.1/10
Ease of Use7.0/10
Value7.2/10
Standout feature

Searchable celebrity database connecting chart calculations with biographies, statistics, rankings, and astrological placement filters.

Astrotheme combines birth-chart calculation with a substantial celebrity database that includes biographies, chart data, rankings, and astrological statistics. Users can generate a natal wheel chart, inspect planetary placements, review aspect patterns, and compare public figures through targeted searches. Synastry chart pages add relationship analysis for two birth records.

Pros
  • +Large celebrity chart archive with biographies and searchable astrological statistics
  • +Detailed planetary, house, and aspect information on individual chart pages
  • +Search tools support comparisons by placements, signs, houses, and aspects
  • +Includes relationship charting and interpretive content for practical study
Cons
  • –No documented public API for automated chart retrieval or external integrations
  • –Public birth data quality depends on the recorded accuracy of each profile
  • –The interface contains dense navigation across charts, biographies, and statistics
  • –Advanced research workflows require manual browsing rather than bulk export
Use scenarios
  • Astrology students

    Compare recurring placements across public figures

    Faster pattern comparison

  • Professional astrologers

    Prepare client chart reference material

    Quicker chart preparation

Show 2 more scenarios
  • Astrology researchers

    Study public-figure chart patterns

    Organized research inputs

    Biographies, rankings, and statistical filters provide a structured starting point for comparative research.

  • Relationship astrology users

    Review two-person chart dynamics

    Accessible compatibility review

    Synastry pages present relationship comparisons from two stored birth profiles.

Best for: Fits when astrologers need public chart research, celebrity comparisons, and readable personal chart reports.

#9

AstroMatrix

vertical specialist

AstroMatrix provides natal charts, transit tracking, compatibility analysis, and astrology interpretations.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Configurable orb settings tied to aspect grid generation improves repeatability when comparing chart variants.

AstroMatrix generates natal charts with a geocentric calculation flow and lets users tune core chart inputs like zodiac choice and house system. The product focuses on producing wheels and aspect grids with controllable orb settings and major aspect selection.

Pros
  • +Geocentric chart generation keeps location context explicit and consistent
  • +Aspect grid settings include orb tuning and major aspect filtering
  • +House system selection supports multiple mainstream options for charting
  • +Exportable chart outputs support reuse in review and documentation workflows
Cons
  • –Automation and API surface is not clearly documented for external integrations
  • –Advanced techniques like rectification workflows are limited to manual input
  • –Synastry and composite generation coverage is not clearly supported
  • –Administration and role controls are not described with RBAC and audit log granularity
Use scenarios
  • Astrology students and trainees

    Practice natal chart calculations repeatedly

    Reduced comparison mistakes

  • Professional astrologers

    Produce aspect grids for client readings

    Faster client turnaround

Show 2 more scenarios
  • Birth chart researchers

    Evaluate house system differences consistently

    Clearer system analysis

    Users recompute wheels under alternate house systems and export results for side-by-side review.

  • Personal astrology enthusiasts

    Refine chart outputs for self-study

    Better personal alignment

    Users iterate chart inputs like zodiac choice and orb settings to match their preferred methodology.

Best for: Fits when individuals or small teams need consistent natal wheels and aspect grids with configurable chart settings.

Conclusion

After evaluating 9 astrology natal chart software, Astrolog stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Astrolog

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Astrology Natal Chart Software

How does a natal chart tool handle birth time zone conversion and daylight saving time handling?
TimePassages runs end-to-end natal chart computation from entered date, time, and place while applying time zone conversion and daylight saving time treatment so placements match the submitted local birth time. Sirius Astrology Software also supports location-based techniques, but its workflow is centered on a desktop interface rather than time-handling logic for repeatable browser-style inputs.
Which tools provide applying and separating aspects logic instead of only static aspect lists?
Astro Gold renders aspect grids with applying and separating aspects driven by configurable orb rules, so grid entries reflect exact aspect timing conventions. AstroMatrix also supports configurable orb settings for aspect grid generation, but the standout emphasis is repeatability of orb-driven grid output rather than a named applying and separating mode.
What breaks if birth time rectification inputs are inconsistent across multiple recalculations?
Solar Fire supports birth time rectification workflows via detailed chart configuration controls, so inconsistent rectification inputs produce different house placements and downstream aspect grids during chart comparison. Astro Gold is built for repeatable client outputs, so mismatched rectification inputs still change chart results, but the consistency risk mostly shows up as systematic differences across re-generated grids.
Where does Vedic sidereal chart handling fall short in general-purpose chart builders?
Jagannatha Hora is designed around Vedic conventions with configurable sidereal natal chart computation and divisional chart generation, so it fits Vedic workflows that depend on those conventions. Astro.com and Astro Gold focus on broader natal chart building, so Vedic-specific output patterns depend on how each tool maps zodiac and divisional conventions into its report layout.
How do browser-based chart tools compare with Windows desktop tools for chart style control?
Lunarium uses a single browser suite that combines birth-chart calculations with lunar and planetary reference calendars, so it prioritizes cross-referencing around the chart in one interface. Solar Fire runs on Windows and includes a Chart Style Editor with editable interpretation files, which gives deeper control over wheels, tables, and report text than typical browser chart builders.
What integration and API options exist if a workflow needs automated chart generation?
Sirius Astrology Software and Solar Fire are desktop-focused, and neither is positioned in the category with a documented public API surface for automation in the way an integration-first product would be. Astro.com and Lunarium are browser-first chart tools, but readers should expect integration patterns to be limited to browser workflows rather than provisioning-style API automation.
Which tool best supports shared research workflows with built-in editorial context next to the chart?
Astro.com integrates an editorial astrology archive alongside generated geocentric charts and aspect grids, which reduces context switching during interpretation. Astrotheme supports a large searchable celebrity chart archive with readable chart pages, but its standout focuses on searchable chart research and biographical context rather than editorial material embedded next to every generated wheel.
How should a team manage security and admin controls for chart data access?
None of the listed products are described here as providing enterprise-grade provisioning, RBAC, or audit log controls, which limits suitability for tightly governed multi-user environments. For collaborative use, Astro.com and Lunarium align better with browser-style sharing, while Solar Fire and Sirius Astrology Software stay primarily local to a desktop operator.
What data migration issues appear when moving birth data between tools with different chart inputs and exports?
Moving birth data into Astro Gold or TimePassages often requires matching entered fields like birth date, exact time, and place handling rules so the resulting aspect grid logic stays consistent. If a workflow switches to Jagannatha Hora or Astrotheme, differences in sidereal versus tropical handling and chart conventions can change wheel elements and interpretation inputs even when the raw birth data is the same.
Which tools support extensibility through editable interpretation and report modules?
Solar Fire is built around editable interpretation files plus a Chart Style Editor, so report content and chart presentation can be tuned within the desktop workspace. Astro.com and Lunarium are more focused on generating charts with reference context and navigation, so they emphasize output generation over user-level report module editing.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Astrology Natal Chart Software

Options differ most in whether the output matches what you expect for your natal chart—especially when accuracy of calculations, chart customization, and export options vary. We suggest you compare using criteria like Calculation accuracy and House system options so the results stay consistent across tools.

Calculation accuracy for natal charts

Why it matters

Calculation accuracy for natal charts affects whether placements and houses line up with what other reliable charting tools show. If outputs drift, your later analysis becomes harder to trust.

How to check

Enter the same birth date, exact time, and location in two products and compare placements and house cusps. Use one or two well-documented example charts from the product’s own help pages, then confirm the numbers match the displayed reference.

Zodiac and house system options

Why it matters

Zodiac and house system options change the whole chart structure, so they must match your preferred method. If a tool limits choices, you may get “close” charts that still differ materially.

How to check

In settings, switch between available zodiac modes and at least two house systems. Recompute the same birth data and confirm the app updates placements and house cusps exactly as indicated in its explanation.

Time handling and time zone clarity

Why it matters

Time handling and time zone clarity matters because natal charts are sensitive to minutes near cusp changes. Tools that obscure conversions can produce unexpected chart shifts.

How to check

Input a birth time that is known to be sensitive (for example, near sunrise or a cusp event time you’ve used before). Check whether the product stores time zone explicitly and how it labels conversions in the chart summary.

Aspects and chart layers control

Why it matters

Aspects and chart layers control determines what gets computed and what’s visible when you review relationships. If settings are hidden or default too aggressively, you can’t reproduce what you saw.

How to check

Open the aspects or overlays panel and change a few basic controls like applying/separating behavior and orb scope if offered. Verify the on-screen aspect display updates immediately and that the chart export reflects the same settings.

Export formats and shareable outputs

Why it matters

Export formats and shareable outputs affect how you keep a consistent workflow from chart creation to sharing or documentation. If exports omit key settings, you lose reproducibility.

How to check

Export a natal chart in at least two formats (such as image and data/text). Re-open or import the output if supported, and confirm the export includes enough settings to match the original chart configuration.

Automation and API for chart generation

Why it matters

Automation and API for chart generation helps when you need repeatable chart production, batch work, or internal publishing. It also reduces manual transcription errors.

How to check

Look for an automation path: an API page, a CLI-like option, or documented import/export endpoints. Then ask for a quick demo that generates the same chart from provided inputs and returns the expected placements.

Red flags

  • Outputs change when you switch settings, but the chart summary never shows what changed.
  • House cusp or placement differences can’t be explained by your selected zodiac or house system.
  • Exports omit the chart configuration, so a viewer can’t reproduce the same placements.

Fit by situation

  • If you compare charts across tools to validate results, prioritize Calculation accuracy for natal charts.
  • If you frequently switch methods between zodiac and houses, prioritize Zodiac and house system options.
  • If you generate charts for multiple clients or pages, prioritize Automation and API for chart generation.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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