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Top 12 Best Astrology Software of 2026

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Top 12 Best Astrology Software of 2026

Compare astrology software options in a roundup aimed at readers weighing features, costs, and fit for birth chart and transit work.

19 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 software tools matter when chart calculations, report writing, and daily horoscope delivery must fit a repeatable workflow across desktop and mobile. This comparison helps analysts and operators weigh data handling, integration paths, and cost tradeoffs between content-first platforms and calculation-first charting suites.

TimePassages is the best pick for practitioners who do frequent transit timing work because its transit-centric workflow keeps interpretation and date-level aspecting together with consistent chart settings, while Astrology.com is a strong alternative for individuals or small teams who want quick synastry-linked chart views without setup overhead.

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

TimePassages

Transit timing views that keep chart interpretation and date-level aspecting in one workflow.

Best for: Fits when frequent transit timing work needs consistent chart settings and fast re-runs.

2

Astrology.com

Editor pick

Synastry compatibility compares two charts with relationship-focused outputs linked to shared placements and aspects.

Best for: Fits when individuals or small teams need fast recurring chart and transit views without building integrations.

3

Co-Star

Editor pick

Daily interpretation engine that updates from ongoing transit timing with progressed and lunar context.

Best for: Fits when personal readers need daily transit and lunar guidance without calculation tuning.

Comparison Table

1
TimePassagesBest overall
vertical specialist
9.2/10
Overall
2
vertical specialist
8.7/10
Overall
3
vertical specialist
8.6/10
Overall
4
vertical specialist
8.4/10
Overall
5
vertical specialist
8.0/10
Overall
6
vertical specialist
7.9/10
Overall
7
vertical specialist
7.5/10
Overall
8
vertical specialist
7.1/10
Overall
9
vertical specialist
6.9/10
Overall
10
vertical specialist
6.7/10
Overall
11
vertical specialist
6.3/10
Overall
12
vertical specialist
5.7/10
Overall
#1

TimePassages

vertical specialist

Astrology software for desktop and mobile.

9.2/10
Overall
Features9.2/10
Ease of Use9.0/10
Value9.4/10
Standout feature

Transit timing views that keep chart interpretation and date-level aspecting in one workflow.

TimePassages performs natal chart casting and ongoing transits from entered birth data, then visualizes timing around moving astrological factors. It focuses on transit timing workflows such as aspecting, progression-style computations, and theme-based date views built for repeated lookups.

The tool’s integration surface is less about deep developer APIs and more about repeatable chart configuration for consistent results across sessions. Output exports typically center on chart rendering and reporting formats suitable for personal or client writeups.

Pros
  • +Transit-centric workflow reduces steps between chart and date-specific interpretation
  • +Birth-data input supports time zone and DST normalization for consistent chart placements
  • +Chart configuration can be reused for recurring analyses without rebuilding settings
  • +Exportable chart visuals support client-facing writeups in common file formats
Cons
  • –API and automation surface are limited compared with developer-first astrology tools
  • –Complex calculations like house systems and star handling need careful manual configuration
  • –Synastry and event-harmonic views can feel constrained versus specialist suites
  • –Observability for failed ephemeris lookups lacks depth for troubleshooting
Use scenarios
  • Professional astrologers

    Recurring client transit timing reports

    Faster report generation and review

  • Astrology educators

    Class exercises on chart timing

    More consistent student examples

Show 2 more scenarios
  • Writers and commentators

    Topic-based dates for astrology articles

    Cleaner publication date scheduling

    Creates theme-oriented date views to support narrative planning tied to transit cycles.

  • Therapy and coaching clients

    Personal timing for goal planning

    Better timing for decisions

    Visualizes timing windows around transits to help plan life events aligned to cycles.

Best for: Fits when frequent transit timing work needs consistent chart settings and fast re-runs.

#2

Astrology.com

vertical specialist

Astrology content site with chart tools.

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

Synastry compatibility compares two charts with relationship-focused outputs linked to shared placements and aspects.

Astrology.com generates charts from entered birth details and computes placements used across multiple analysis modules, including natal, transit timing, and progressed charts. Interpretive content is organized around requested chart types, so users can switch views without rebuilding inputs. House system selection and zodiac mode choices are presented as configurable controls, which helps align calculations with sidereal or tropical preferences.

A tradeoff is limited automation for bulk processing and limited integration depth for external pipelines, because the product is oriented around interactive chart generation rather than API-driven throughput. The best fit is recurring personal use where users repeatedly check transits, watch lunar phase tracking, or compare synastry for relationships. It also works for writers who need quick export outputs like SVG, PNG, or PDF for published visuals.

Pros
  • +Chart modules cover natal, transits, progressed charts, and solar returns
  • +Interpretations remain tied to computed placements and aspects
  • +House cusp enumeration and aspect rules are visible enough to sanity-check outputs
  • +Export formats like SVG, PNG, and PDF support publication workflows
Cons
  • –Limited bulk calculation tooling for high-volume ephemeris batch runs
  • –No documented standard interchange formats for chart results at pipeline scale
  • –Automation does not extend into custom rules or programmable orb logic
  • –Ephemeris reference epoch and lookup provenance are not surfaced for deep audits
Use scenarios
  • Individual astrology enthusiasts

    Monthly transit check against natal placements

    Consistent, repeatable transit review

  • Relationship-focused practitioners

    Synastry comparison for client readings

    Clear relationship narrative structure

Show 2 more scenarios
  • Content creators

    Publish chart graphics in articles

    Faster chart publishing workflow

    Users export natal charts as SVG, PNG, or PDF for layout-ready graphics.

  • Astrology educators

    Teach progressed charts with visual exports

    Repeatable teaching materials

    Users produce progressed charts and distribute consistent visuals to students.

Best for: Fits when individuals or small teams need fast recurring chart and transit views without building integrations.

#3

Co-Star

vertical specialist

AI-powered astrology app for daily insights.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Daily interpretation engine that updates from ongoing transit timing with progressed and lunar context.

Co-Star supports natal chart casting from birth details and then uses ongoing transit timing to generate new guidance as conditions shift. It also includes progressed chart-style timing and lunar phase context so readers can track both everyday movement and slower cycles in one place. The product is less about choosing complex house systems or debugging chart math and more about producing consistent, interpretation-ready outputs.

A key tradeoff is that Co-Star prioritizes readability over parameter transparency, so advanced users who need full control over orb rules, ayanamsha settings, or house cusps enumeration may find the configuration surface limiting. Co-Star fits best for daily personal use and for teams that need standardized interpretation snapshots for clients, where consistent outputs matter more than deep model control.

Pros
  • +Daily transit-focused readings derived from a natal chart
  • +Progressed-style timing context reduces chart switching
  • +Lunar phase signals add day-level texture to guidance
  • +Clear UI keeps chart inputs and outputs tightly connected
Cons
  • –Limited control over advanced calculation parameters
  • –Less suited to batch analysis across many date ranges
  • –Interpretations favor consistency over raw computation visibility
  • –Exports focus on presentation rather than astronomy-grade data
Use scenarios
  • Astrology enthusiasts

    Daily guidance from a birth chart

    Consistent daily reading routine

  • Client-facing astrologers

    Standardized client guidance snapshots

    Faster session preparation

Show 2 more scenarios
  • Wellness content creators

    Moon and transit themed posts

    More consistent publishing themes

    It produces day-relevant signals that map well to short-form audience content.

  • Individuals tracking life phases

    Understand slower-cycle timing alongside daily changes

    Better long and short framing

    It combines progressed timing context with day-level transit guidance in one feed.

Best for: Fits when personal readers need daily transit and lunar guidance without calculation tuning.

#4

Astrolabe

vertical specialist

Astrology software and report writing tools.

8.4/10
Overall
Features8.4/10
Ease of Use8.4/10
Value8.4/10
Standout feature

Synastry and relationship comparisons that stay consistent across natal and timing-driven chart inputs.

Astrolabe is an astrology software suite focused on chart production and day-to-day calculations with a workflow that can handle multiple chart types. Core capabilities include natal chart casting, transit timing, and synastry comparisons, with controls for time zone and house system selection.

Pros
  • +Strong coverage for chart casting and recurring relationship comparisons
  • +Time zone normalization and house system selection are directly available
  • +Event-style outputs for retrogrades and timing-style workflows
  • +Exportable chart visuals for review in other tools
Cons
  • –Less transparent engine controls for ephemeris and calculation provenance
  • –Automation surface feels limited for batch processing across many charts
  • –Validation and error logging for ephemeris lookups lacks depth
  • –Advanced configuration requires more manual setup discipline

Best for: Fits when small teams need consistent natal and transit workflows with dependable exports for client review.

#5

Time Nomad

vertical specialist

Astrology software for iOS with advanced calculations.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Time zone and DST handling is built into the birth input workflow to reduce silent timing drift.

Time Nomad focuses on astrology chart calculation workflows with a strong emphasis on time normalization for accurate natal chart casting. It supports transit timing views and related event context so users can move from a birth chart to ongoing influence windows without switching tools.

Pros
  • +Clear time zone and DST normalization around birth inputs
  • +Transit timing views stay connected to the natal chart context
  • +Fast iteration across calculation runs without complex setup
  • +Chart rendering is readable for sign, house, and aspect outputs
Cons
  • –Limited API surface for automation and external data pipelines
  • –Fewer advanced toggles for niche chart variants than heavier tools
  • –Weak governance features for shared calculation history
  • –Output formats are basic and not tuned for downstream astronomy work

Best for: Fits when individual practitioners need reliable natal and transit views without building custom pipelines.

#6

Astrodienst

vertical specialist

Free chart drawing and horoscope interpretation portal.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Report-style chart generation on astro.com that keeps calculation configuration aligned to the produced outputs.

Astrodienst, accessed via astro.com, supports consistent natal chart casting and structured astrology report output from saved birth data and calculation settings. It publishes calculation results with clear configuration for house systems and chart styles, and it covers core chart types like transits and progressed-style analyses inside its reporting workflows.

Pros
  • +Structured chart reports keep calculation settings visible for repeat production
  • +Multiple chart and report views support natal, transit, and derivative-style outputs
  • +Chart exports in common image and document formats help reuse in workflows
  • +Long-running ephemeris and calculation conventions support session consistency
Cons
  • –Workflow depth relies on manual parameter selection instead of automation
  • –Advanced combinations can be hard to reproduce without careful setting notes
  • –Interface density slows chart iteration compared with mobile-first tools
  • –Integration options are limited compared with products offering an API surface

Best for: Fits when analysts need consistent chart outputs and repeatable report formatting across sessions.

#7

Win*Star Express

vertical specialist

Astrology charting software from Matrix Software.

7.5/10
Overall
Features7.5/10
Ease of Use7.6/10
Value7.4/10
Standout feature

Integrated charting workflow that keeps house system and zodiac mode choices coupled across natal, transit, and progression runs.

Win*Star Express is a desktop astrology application for producing charts and performing calculations across multiple chart styles and house systems. It centers on natal chart casting, aspect calculation, and event-focused analyses like transits and progressions within a single workflow.

Pros
  • +Single workspace for natal charts, transits, and progressed computations
  • +Built-in controls for house system selection and sidereal versus tropical mode
  • +Consistent rerun behavior when calculation settings are kept the same
  • +Chart rendering supports practical review and reporting workflows
Cons
  • –Deep configuration choices increase learning time for first-time setups
  • –Export and interchange options can be limited compared with automation-first tools
  • –Automation and API surface are not positioned for programmatic batch runs
  • –Less suited for multi-user governance and shared calculation parameter management

Best for: Fits when practitioners need fast desktop chart production with repeatable calculation settings and manual review.

#8

AstroGold

vertical specialist

Astrology software for macOS and iOS.

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

Highly configurable calculation settings with repeatable outcomes across natal casts and transit timing runs.

AstroGold is a web-based astrology charting tool built for repeatable natal chart casting and structured interpretation workflows. It focuses on consistent calculation settings across sessions, including house system selection and aspect logic, then produces export-ready visuals for downstream sharing.

Pros
  • +Configurable calculation settings that stay consistent across chart reruns
  • +Chart exports that work for documentation and sharing workflows
  • +Synastry-oriented comparisons for paired chart reading
  • +Focused utilities for transit timing workflows
Cons
  • –Advanced rules tuning can feel dense for first-time chart operators
  • –Limited evidence of workflow automation beyond chart generation and exports
  • –Fewer multi-user governance controls than enterprise charting tools
  • –Export options may require manual formatting for slide decks

Best for: Fits when practitioners need consistent chart rules, exports, and paired comparisons without heavy administration.

#9

Sanctuary

vertical specialist

Astrology app with live readings and content.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Repeatable report generation driven by a single calculation configuration for natal and forecasting outputs.

Sanctuary computes natal chart casting and generates structured astrological reports from birth date, time, and place inputs. It keeps calculation settings consistent across repeated runs so analysts can reproduce chart outputs for client work and workshop materials.

Pros
  • +Consistent calculation settings across repeated natal and forecasting runs
  • +Structured report output supports repeatable interpretation work
  • +Transit timing workflows align with calendar-style follow-up needs
  • +Chart exports in common image and document formats support sharing
Cons
  • –Advanced configuration can feel demanding without a reference workflow
  • –Higher-depth compatibility work needs careful manual input discipline

Best for: Fits when practicing analysts need repeatable natal charts and forecast-ready reports for client sessions.

#10

Cafe Astrology

vertical specialist

Astrology content site with chart calculation tools.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Interpretation-driven transit and synastry compatibility pages that connect calculated placements to plain-language reading guidance.

Cafe Astrology focuses on producing natal charts and then moving into commonly requested interpretive layers like transits, synastry compatibility, and progressed perspectives. House system selection and zodiac mode toggles affect how cusps and sign-based placement are computed in the results that users interpret. Chart visuals can be reused in personal workflows through printable exports and shareable images that keep the reading process consistent across devices. This makes the tool fit readers who want interpretation guidance tightly coupled to their computed placements.

Pros
  • +Natal chart and interpretive layers stay in one reading flow
  • +House system selection and zodiac mode controls affect outputs directly
  • +Printable chart visuals and shareable images support recurring reviews
  • +Transits, synastry compatibility, and progressed views cover major needs
Cons
  • –Limited API and automation surface for batch or developer workflows
  • –Governance controls like RBAC and audit log are not exposed for admins
  • –Less suitable for high-throughput client pipelines and scheduled recomputation
Use scenarios
  • Individual astrology readers

    Create a natal chart and read transits

    Faster weekly reading decisions

  • Astrology educators

    Teach synastry compatibility with shareable charts

    More consistent lesson materials

Show 2 more scenarios
  • Relationship journaling users

    Compare progressed perspectives across time

    Clearer long-term narrative framing

    Uses progressed chart views to support longitudinal journaling and reflective timelines.

  • Small private practice operators

    Produce client charts for one-off sessions

    Quicker report turnaround

    Generates printable chart visuals and interpretive pages for self-contained client reports.

Best for: Fits when individual readers want chart visuals and interpretation in one guided workflow.

#11

Astrolog

vertical specialist

Free open-source astrology calculation software.

6.3/10
Overall
Features6.3/10
Ease of Use6.2/10
Value6.4/10
Standout feature

Rule-consistent chart generation that keeps calculation settings stable for repeatable natal work.

Astrolog focuses on repeatable chart computation driven by explicit birth-time inputs and consistent calculation settings. The workflow emphasizes natal chart casting and interpretation-ready output that can be generated across multiple sessions with the same rules.

Pros
  • +Consistent natal chart casting when calculation settings stay unchanged
  • +House system selection supports different cusp enumeration workflows
  • +Aspect calculation rules are usable for traditional chart interpretations
  • +Export-ready chart outputs help integrate into reporting workflows
Cons
  • –Advanced configurations require careful setup to avoid rule drift
  • –Limited visibility into calculation provenance and parameter audit trails
  • –Workflow automation for batch jobs is not as transparent as in chart suites
  • –Automation and integration endpoints are not a first-class focus

Best for: Fits when practitioners need consistent natal chart production with repeatable rules across sessions.

#12

Lunarium

vertical specialist

Online lunar calendar and astrology tools.

5.7/10
Overall
Features5.7/10
Ease of Use5.7/10
Value5.7/10
Standout feature

Eclipse-focused reporting combined with lunar phase tracking in the same calculation workspace.

Lunarium is an astrology software solution built around chart calculation workflows and practical analysis outputs. It supports natal chart casting with configurable options for zodiac mode and house system selection, then extends into event-style queries like transits, progressions, and returns.

Pros
  • +Supports natal chart casting with configurable zodiac mode and house system
  • +Provides transit and progressed chart calculations in a workflow-friendly layout
  • +Includes lunar phase tracking and eclipse-focused reporting outputs
  • +Export options support practical sharing of chart visuals and reports
Cons
  • –Automation and API access are not clearly positioned for integrations
  • –Advanced rules customization for complex orb handling feels limited
  • –Bulk processing for large client lists is not a primary workflow
  • –Audit trail depth for calculation parameter changes is not prominently exposed

Best for: Fits when practitioners need repeatable chart work with transits and returns in a shareable output workflow.

Conclusion

After evaluating 12 astrology software, TimePassages 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
TimePassages

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 Software

How do astrology tools keep natal chart results consistent across multiple sessions?
Astrolog and Sanctuary keep calculation settings stable so repeated natal chart runs use the same configuration for placements and report formatting. AstroGold and Astrodienst also focus on repeatable chart casting, with AstroGold emphasizing configurable calculation rules and Astrodienst aligning saved birth inputs with report-style outputs on astro.com.
Which astrology software supports export formats like SVG, PNG, or PDF for chart sharing?
Astrology.com and Cafe Astrology produce export-ready chart visuals such as SVG, PNG, or PDF to reuse charts in writing workflows. Astrodienst provides reference chart exports tied to saved calculation parameters, and Lunarium offers shareable image and document-oriented outputs.
How should teams handle time zone and DST normalization when casting charts?
Time Nomad builds time zone and DST handling into the birth input workflow to reduce silent timing drift. Astrolabe and Lunarium both include time zone considerations in their calculation workflows, but Time Nomad’s input-centric normalization makes it harder to accidentally run mismatched chart times.
Which tools are better for transit timing workflows that require event stepping?
AstroGold and TimePassages provide transit timing views built around repeated re-runs of chart configuration while stepping through moving factors. Co-Star and Lunarium also support ongoing transit context, with Co-Star prioritizing readability and Lunarium focusing on event-style reporting such as eclipse-related outputs.
What breaks when an astrology workflow needs bulk processing beyond interactive chart pages?
Astrology.com and Cafe Astrology can switch between chart types interactively, but their automation surface stays limited for bulk processing and external pipelines. AstroGold and Astrolabe lean more toward repeatable computation workflows that reduce friction when generating many chart outputs under consistent rules.
How do house system and zodiac mode settings affect chart computations across tools?
Astrodienst and Win*Star Express both couple house system selection and zodiac mode choices to their chart production settings, which keeps reruns consistent. AstroGold and Lunarium expose configurable options that change cusps and computed placements, so analysts should verify the chosen house system before comparing outputs across tools.
Which software is more suitable for synastry and relationship comparisons that need consistent aspect logic?
AstroGold and Astrolabe support synastry-style comparisons that reuse consistent calculation settings across natal inputs. Astrology.com and Cafe Astrology also include synastry compatibility views, but they provide fewer controls for advanced configuration compared with tools that emphasize parameter stability for aspect logic.
How do progressed charts and solar return style analyses fit into typical astrology software workflows?
Sanctuary and Astrodienst support progressed-style and forecast-ready outputs driven by consistent calculation configuration across runs. Co-Star and TimePassages provide progressed and return-style timing contexts, with Co-Star bundling everyday transit guidance and lunar context, while TimePassages emphasizes date-level timing views.
How do teams manage admin controls, audit logging, and access control for astrology calculations?
Desktop-first tools like Win*Star Express usually rely on local usage patterns rather than built-in admin governance, which limits centralized audit trail options. Web-focused tools such as Sanctuary and AstroGold align better with organization-wide workflows, but buyers should still confirm whether RBAC, audit log coverage, and provisioning support exist for their deployment model.
What tradeoffs appear when a workflow needs API-driven integrations instead of UI-driven chart generation?
Astrology.com is oriented around interactive chart generation and structured report modules, so developers looking for an integration-friendly API surface may find it less suitable for programmatic throughput. Tools like AstroGold and Astrolabe concentrate on configurable calculation outcomes and export-ready visuals, which can support automation through artifacts even when a full API-driven design is not central.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Astrology Software

What separates astrology software options is how reliably they generate charts and handle calculation details like houses and time handling. The fastest way to judge fit is to check the criteria around calculation accuracy and chart options in a live sample.

Calculation accuracy for chart data

Why it matters

Calculation accuracy for chart data is where trust starts, because small differences in time and settings quickly change planet positions and angles. If the results don’t match published examples you already rely on, you’ll end up double-checking everything.

How to check

In the demo, enter a birth date/time and location you recognize, then compare the positions and key angles to an external reference you already trust or to examples shown in the documentation. Also try switching a single setting and confirm only the expected parts change.

House system choices and behavior

Why it matters

House system choices and behavior matter because house cusps drive interpretation and life-event timing. If the tool doesn’t treat the house system consistently, your chart outputs won’t match how you read.

How to check

On a sample chart, switch between at least two house options and confirm the tool updates cusps and house placements immediately. Ask how it displays cusps (and whether it shows the full set) before you commit to workflows.

Time zone and daylight saving handling

Why it matters

Time zone and daylight saving handling affects the chart as much as the birth time itself. If the software silently shifts times, two charts made from the same input won’t agree.

How to check

Use the demo to set a birth time near a DST transition and compare outputs when you toggle time zone assumptions (or enter UTC vs local time if available). Verify the tool shows what time it actually used.

Transits and progressions support depth

Why it matters

Transits and progressions support depth matters if you plan to do ongoing work, not just natal charts. Limited support can force manual work or workaround exports later.

How to check

Generate a transit or progression-style output for a single moving period and confirm the date range, sweep mode (if offered), and the list of key bodies match what the interface claims. Export or copy the results and check they stay consistent when you rerun.

Interpretation templates you can control

Why it matters

Interpretation templates you can control keep outputs consistent across clients and projects. If the software only offers fixed writeups, you’ll struggle to match your own wording and emphasis.

How to check

In the editor or settings area, create a small custom template for a chart section and generate the same chart twice with two different template settings. Confirm the differences appear in the output and you can save and reuse your configuration.

Chart export and data output options

Why it matters

Chart export and data output options matter when you need to keep records, share reports, or move results into other workflows. If exports are incomplete or inconsistent, you’ll lose critical details later.

How to check

Export a chart and verify the output includes the key computed elements you rely on (planet positions, angles, house cusps, and any chosen options). Then re-import if supported, or compare the exported numbers with what the on-screen chart shows.

Red flags

  • The chart changes unexpectedly when you only touch time zone fields
  • House placements don’t update consistently when switching house systems
  • Exports omit key computed details you expect to reuse later

Fit by situation

  • If you work from specific natal references you trust, prioritize Calculation accuracy for chart data.
  • If you read heavily through house placements, prioritize House system choices and behavior.
  • If you build ongoing client reports across dates, prioritize Time zone and daylight saving handling.
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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