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Top 10 Best Trade Stock Software of 2026

GITNUXSOFTWARE REVIEW

Finance & Financial Services

Top 10 Best Trade Stock Software of 2026

Trade stock software comparison for traders, with tool-by-tool notes on features, costs, and fit for planning workflows and execution.

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

Agents extract product evidence with provenance, then collect written reviews and 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 our reviews. Editorial policy

Trade stock software matters because market data feeds, charting models, and order-routing rules can change execution quality during live trading. This comparison helps analysts and active operators weigh automation depth, screening and technical analysis workflows, and brokerage or platform integration tradeoffs before committing to a daily trading stack.

NinjaTrader is the best pick for traders who want chart-driven automation in C# because NinjaScript ties indicators and strategy logic into one workflow that runs through backtest, paper, and live for repeated validation, whereas Trade Ideas fits active stock hunters since its live rule-based screening keeps ideas and alerts continuously updated.

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

NinjaTrader

NinjaScript enables writing one C# codebase for indicators plus automated strategy logic that runs across backtest, paper, and live.

Best for: Fits when traders want chart-driven automation in code and repeated backtest and paper validation.

2

TradingView

Editor pick

Webhooks for TradingView alerts send actionable signals to external systems for strategy execution without manual copying.

Best for: Fits when active stock traders need fast chart-based strategy testing and alert-driven automation across devices.

3

TradeStation

Editor pick

Integrated strategy development that runs from backtest and paper trading into broker-linked live order workflows.

Best for: Fits when active traders want a single platform for charting, systematic strategies, and broker-connected execution.

Comparison Table

1
NinjaTraderBest overall
enterprise
9.4/10
Overall
2
enterprise
8.8/10
Overall
3
enterprise
8.6/10
Overall
4
vertical specialist
8.5/10
Overall
5
8.2/10
Overall
6
vertical specialist
7.7/10
Overall
7
enterprise
7.6/10
Overall
8
7.1/10
Overall
9
6.9/10
Overall
10
6.6/10
Overall
#1

NinjaTrader

enterprise

Desktop trading platform specializing in futures and stocks with advanced charting, strategy backtesting, and automated trading.

9.4/10
Overall
Features9.4/10
Ease of Use9.5/10
Value9.3/10
Standout feature

NinjaScript enables writing one C# codebase for indicators plus automated strategy logic that runs across backtest, paper, and live.

NinjaTrader centers on interactive charting plus NinjaScript to build custom indicators, strategies, and automation components in C#. Backtesting uses historical market data with strategy parameter controls and detailed trade reports, and paper trading runs the same strategy logic against simulated fills. Live trading relies on supported broker connections for order submission and market data streaming used in indicators and strategy triggers.

A tradeoff is that deeper customization typically requires C# and a familiarity with NinjaScript lifecycle events, which can slow non-developers. It is a strong fit for active traders who iterate on entries, exits, and position management directly on charts and then validate changes with historical tests and paper runs.

Pros
  • +C# NinjaScript links indicators and strategies to one development workflow
  • +Chart-driven strategy testing with detailed trade and performance reports
  • +Paper trading runs strategy logic before live order submission
  • +Execution settings support controlling stops, scaling, and trade rules
Cons
  • –Custom automation depends on C# and NinjaScript event conventions
  • –Broker connectivity and feature coverage varies by account setup
  • –Complex strategies require careful handling of historical and live fill behavior
  • –High-frequency requirements can strain attention due to manual monitoring needs
Use scenarios
  • Independent active traders

    Iterate on entry and exit rules

    Fewer strategy changes after deployment

  • Quant-minded retail developers

    Build custom indicators and signals

    Reusable signal logic across charts

Show 1 more scenario
  • Systematic traders

    Enforce position sizing and exit logic

    More disciplined trade management

    Encode stop-loss rules and position sizing rules inside strategy code and execute them consistently.

Best for: Fits when traders want chart-driven automation in code and repeated backtest and paper validation.

#2

TradingView

enterprise

Web-based charting and social trading platform supporting stocks, forex, crypto, and futures with custom indicators and screeners.

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

Webhooks for TradingView alerts send actionable signals to external systems for strategy execution without manual copying.

TradingView provides charting with a dedicated scripting environment for custom indicators and strategy backtests on price series.

Paper trading pairs with strategy logic so simulated entries and exits follow the same rules used in backtesting.

Screeners, watchlists, and alerts support active trade tracking, including event-based notifications.

Automation is handled through webhooks tied to alerts, plus export options for analysis workflows.

Pros
  • +Charting and strategy logic share one scripting workflow for rapid iteration
  • +Alert and webhook signals support external automation without building a full integration
  • +Backtesting and paper trading reduce setup time for strategy validation
  • +Watchlists, screeners, and layouts keep active monitoring in one place
Cons
  • –Order execution depth depends on broker connectivity rather than a built-in EMS
  • –Complex multi-asset, rules-heavy systems require careful scripting and testing
  • –Data export and audit-friendly trade history are less granular than dedicated OMS tools
  • –High-frequency execution control is limited by browser-first interaction patterns
Use scenarios
  • multi-market traders

    Chart alerts for indicator conditions

    Timely condition alerts

  • strategy developers

    Backtest scripts and practice trades

    Consistent simulated results

Show 2 more scenarios
  • portfolio managers

    Track positions and market movements

    Consolidated monitoring routine

    Users manage watchlists and monitor selected symbols through chart-based views and price alerts tied to tracked instruments.

  • technical analysts

    Build reusable chart indicators

    Reusable indicator logic

    Users write or adapt scripts to convert indicator ideas into chart overlays that support ongoing research.

Best for: Fits when active stock traders need fast chart-based strategy testing and alert-driven automation across devices.

#3

TradeStation

enterprise

Direct-access trading platform with advanced charting, strategy testing, and order execution for stocks, options, and futures.

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

Integrated strategy development that runs from backtest and paper trading into broker-linked live order workflows.

TradeStation combines an execution-oriented charting and strategy workflow with an automation layer for systematic trading. It supports a TradeStation charting engine, strategy testing, and live or paper trading from the same development surface.

Brokerage connectivity enables order routing and broker-linked order workflows alongside chart-based and watchlist-driven execution. The platform also exposes automation and integration paths that fit algorithm deployment and workflow control.

Pros
  • +Strategy development and testing stay inside the same workflow as live trading
  • +Charts, scanners, and watchlists support rapid trade decision and order staging
  • +Automation supports repeatable trade logic for systematic entries and exits
  • +Broker-connected order workflow reduces manual step transitions
Cons
  • –Automation and strategy setup can require disciplined workflow design
  • –Advanced customization can add complexity compared with simpler retail platforms
Use scenarios
  • trading operations teams

    Reconcile blotter records

    Clear execution recordkeeping

  • developing stock traders

    Simulate orders with position tracking

    Practice in simulation

Show 2 more scenarios
  • forex traders and desks

    Systematic FX research to execution

    Single execution workflow

    Users combine chart analysis, backtesting rules, and broker-linked order workflows for FX trades.

  • active equity traders

    Place trades from charts and watchlists

    One workflow for trades

    Users pair technical chart research with watchlists and broker-linked order entry in one interface.

Best for: Fits when active traders want a single platform for charting, systematic strategies, and broker-connected execution.

#4

Trade Ideas

vertical specialist

AI-powered stock scanning and idea generation platform with real-time alerts and simulated trading.

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

Live rule-driven idea screening that keeps watchlists and alerts updated as market conditions change.

Trade Ideas is strongest when the main job is turning live market activity into actionable shortlists. It runs configurable scans that can incorporate price, volume, and indicator conditions, then pushes results into watchlists and alerting workflows. Its chart layout is designed to review candidates quickly while signals stay synchronized to the same market context.

Pros
  • +Continuous scans turn live market signals into prioritized watchlists
  • +Alerting workflow supports rapid review across many symbols
  • +Rule-based idea logic reduces repetitive manual screening work
  • +API and automation paths support external tooling and integrations
Cons
  • –Overly broad scans quickly increase watchlist noise
  • –Automation configuration takes more upfront tuning than basic scanners
  • –Chart and signal review requires learning multiple workspace components
  • –Execution depends on broker connectivity choices and workflow setup
Use scenarios
  • Active equity day traders

    Maintain continuous premarket and intraday watchlists

    Fewer missed opportunities

  • Quant-leaning discretionary traders

    Iterate strategy rules without re-running screens

    Quicker strategy testing

Show 1 more scenario
  • Workflow-focused traders

    Integrate ideas into external execution tools

    Tighter decision-to-action

    Use automation integrations to pass symbol lists and signal states into downstream workflows.

Best for: Fits when active traders need automated stock ideas, alerts, and fast chart review under changing conditions.

#5

StockCharts

SMB

Web-based technical analysis platform offering SharpCharts, Point and Figure charts, and market breadth tools.

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

Built-in chart links and saved chart configurations make recurring technical reviews shareable in seconds.

StockCharts centers its trading workflow on charting plus a screener that filters symbols for technical criteria, then carries those selections into watchlists and chart views. Indicator studies can be layered, configured per chart, and saved as reusable templates for consistent execution across watchlists. The platform adds operational convenience through alerting tied to chart conditions and through shareable chart links for quick review of setups.

Pros
  • +Chart templates and saved layouts keep technical setups consistent
  • +Screening workflow feeds directly into watchlists and chart review
  • +Indicator library supports layered studies for pattern-focused trading
  • +Shareable chart links speed up setup review and collaboration
Cons
  • –Execution and order workflow depth is limited versus EMS platforms
  • –High customization can create maintenance overhead across many charts
Use scenarios
  • Independent discretionary traders

    Scan, chart, and monitor technical setups

    Faster trade-list refinement

  • Options-focused analysts

    Track underlying trends with indicator studies

    More consistent setup reviews

Show 2 more scenarios
  • Trading coaches and mentors

    Review chart setups with clients

    Reduced back-and-forth

    Shareable chart links let coaches distribute exact indicator configurations and annotate decision points.

  • Small trading desks

    Coordinate watchlists across team members

    Tighter review cadence

    Screen results and saved chart configurations help teams align on what to review each session.

Best for: Fits when charting-first traders need fast scans, repeatable indicator setups, and shareable analysis links.

#6

TrendSpider

vertical specialist

Automated technical analysis platform with multi-timeframe charting, smart trendlines, and strategy backtesting.

7.7/10
Overall
Features7.7/10
Ease of Use7.7/10
Value7.7/10
Standout feature

Auto-drawn pattern recognition on charts that ties signal appearance to backtestable outcomes for rapid iteration.

TrendSpider targets active traders who want automated technical analysis and pattern-based chart workflows without building strategies from scratch. The charting engine pairs multi-timeframe indicator overlays with strategy-style backtests that run on historical market data.

Pros
  • +Pattern and indicator workflows reduce manual chart inspection time
  • +Backtesting is integrated into the chart and signal review loop
  • +Alert and watchlist structure supports systematic monitoring
  • +Paper trading enables strategy rehearsal against historical signals
Cons
  • –Trading automation depends on broker connectivity support for execution paths
  • –Custom logic is limited compared with script-based strategy engines
Use scenarios
  • discretionary traders

    Inspect signal timing on playback

    Better signal context

  • strategy validators

    Paper test before live execution

    Simulated strategy record

Show 2 more scenarios
  • technical analysts

    Scan symbols for technical setups

    Filtered setup candidates

    Users scan many symbols for recurring indicator, trend, or pattern conditions and shortlist candidates for review.

  • systematic traders

    Turn indicator conditions into rules

    Rule variation trade results

    Users convert chart conditions into entry and exit rules and evaluate historical performance on the results.

Best for: Fits when active traders want visual pattern signals, integrated backtesting, and disciplined monitoring over deep coding control.

#7

thinkorswim

enterprise

Desktop and mobile trading platform from Charles Schwab offering charting, thinkScript custom studies, and paper trading.

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

Integration of custom scripted studies into the live watchlist and trading ticket workflow.

thinkorswim blends an advanced charting engine with a desktop-style trading workspace and detailed order workflows. Strategy building is handled inside the platform with scriptable studies and a backtesting framework that can validate signals against historical data.

Pros
  • +Built-in charting and order ticket layouts support rapid trade iteration
  • +Scriptable studies integrate directly with the same charts and trading views
  • +Backtesting framework uses the platform’s historical data workflow
  • +Paper trading environment mirrors live trading tools closely
Cons
  • –Broker connectivity centers on Schwab accounts, limiting external order routing
  • –Workspace customization takes time and can confuse new layout users
  • –Algorithmic trading support relies on platform scripting patterns rather than third-party execution
  • –Automation and API access are limited compared with broker-agnostic platforms
Use scenarios
  • active stock traders

    Review intraday execution and journals

    Post-session execution review

  • developing traders

    Practice order entry and position control

    Lower-risk practice

Show 2 more scenarios
  • options traders

    Build and review multi-leg options

    Structured options planning

    Users construct multi-leg positions while reviewing option chains, Greeks, and risk context for each leg.

  • technical analysts

    Validate indicator signals with history

    Evidence-based indicator check

    Users compare custom studies with charts, alerts, historical behavior, and paper trades before live use.

Best for: Fits when active traders want deep chart-to-trade workflows tied to Schwab connectivity and built-in scripting.

#8

TC2000

SMB

Stock charting, screening, and trading platform with built-in broker integration and custom formula conditions.

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

Multi-chart watchlist workflow that keeps scanning, charting, and order placement context in one interface.

TC2000’s core loop centers on scanning and reviewing symbols through configurable watchlists and screeners, then carrying that selection into chart-based analysis.

Pros
  • +Watchlists and chart layouts support rapid multi-symbol review during active sessions
  • +Charting includes technical indicators and candlestick-driven analysis with quick navigation
  • +Screeners help narrow candidates using configurable filters across watchlist workflows
  • +Broker connectivity supports trade execution without moving all workflow to a separate charting tool
Cons
  • –Execution management depth is limited compared with full order management system platforms
  • –API and automation surface are not designed for high-throughput custom strategy pipelines
  • –Advanced risk controls like position sizing frameworks need external process integration
  • –Indicator and scan workflows can become crowded without disciplined layout management
Use scenarios
  • equity traders

    Scan equities by trade conditions

    Focused symbol list

  • strategy practitioners

    Practice trades through chart review

    Chart-connected execution practice

Show 2 more scenarios
  • options and equity analysts

    Use stock and options charts together

    Options decision context

    Users review stock and options market views and scans in one workflow while evaluating trade ideas.

  • trading educators

    Reuse setups for recurring lessons

    Repeatable review workflow

    Users standardize recurring teaching or review routines using reusable chart templates, watchlists, scans, and layouts.

Best for: Fits when active traders want fast charting, screeners, and watchlists that pair with broker execution.

#9

Finviz

SMB

Free and paid stock screener with heat maps, charts, and real-time filtering across US equities.

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

Built-in visual screener with scan-ready quote cards that update as filters change.

Finviz delivers a browser-based stock screener and quote dashboard built around fast, visual filters and watchlist-style workflows. Its core capability is screening stocks across fundamental and technical criteria with immediate result sets that are easy to export for offline review.

Pros
  • +Fast visual screener filters for fundamental and technical conditions
  • +Dense quote dashboard layout supports quick side-by-side comparisons
  • +Chart views help validate scan results without switching tools
  • +Sector and industry grouping speeds repeatable market segmentation
Cons
  • –No order entry or broker connectivity for execution workflows
  • –Automation and API surface are limited for programmatic scanning
  • –Screener and chart tools do not provide full strategy backtesting
  • –Customization stays within the UI model and is not schema-driven
Use scenarios
  • individual investors

    Screen by valuation and financials

    Shortlisted stock candidates

  • active traders

    Alert on saved screening changes

    Notifications for manual review

Show 2 more scenarios
  • equity analysts

    Include insider transactions in screens

    Extra company research context

    Users incorporate insider transaction information into screening workflows to add context for stock evaluation.

  • investors and traders

    Track watchlists over time

    Consistent watchlist tracking

    Users maintain symbol lists and revisit charts, statistics, news, and screening status to support ongoing monitoring.

Best for: Fits when short-horizon traders need quick screening and visual validation before using a separate broker platform.

#10

Interactive Brokers Trader Workstation

enterprise

Professional-grade desktop trading platform offering global market access, advanced order types, and real-time data.

6.6/10
Overall
Features6.6/10
Ease of Use6.5/10
Value6.7/10
Standout feature

Trader Workstation’s API-driven trade lifecycle control supports custom execution workflows beyond built-in order screens.

Interactive Brokers Trader Workstation fits active stock traders who want one desktop front end for direct market access through a single broker connection. Its charting engine, order tickets, and monitoring views support trading workflows that require fast order modification and detailed execution status.

Pros
  • +Tight broker connectivity supports active trading workflows from one desktop
  • +Advanced order entry with granular status updates and modification flows
  • +Charting and market depth views support intra-session monitoring
  • +API and automation hooks support custom routing and strategy control
Cons
  • –Workflow setup takes more configuration than typical retail front ends
  • –Charting and trading workspaces can feel dense without layout discipline
  • –Automated trading still requires careful handling of orders and state
  • –Add-on ecosystem expectations are higher than fully integrated chart-first tools
Use scenarios
  • trading operations teams

    Reconcile account activity across accounts

    Improved execution visibility

  • strategy developers

    Validate orders and fills via paper trading

    Lower-risk workflow validation

Show 2 more scenarios
  • frequent active traders

    Stage and modify orders quickly

    Faster order changes

    Users place and adjust orders from a configurable desktop workstation and monitor status and fills.

  • options traders

    Build multi-leg option strategies

    More controlled risk review

    Users create multi-leg strategies while reviewing chains, payoff diagrams, and Greeks before submission.

Best for: Fits when active traders need deep Interactive Brokers connectivity and automation-friendly execution control.

Conclusion

After evaluating 10 trade stock software, NinjaTrader 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
NinjaTrader

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 Trade Stock Software

How do TradingView webhooks and signal alerts integrate with external order workflows?
TradingView can send TradingView alert webhooks to external systems, which then translate alerts into order instructions. NinjaTrader also supports strategy execution from the same environment, but it does so through NinjaScript rather than outbound webhooks.
Which platform is better for automated rule-based watchlists that refresh continuously during market hours?
Trade Ideas keeps rule-driven watchlists and alerts updated from real-time market data so screening results change as conditions shift. StockCharts can share scans and saved chart layouts, but it relies more on chart-centric workflows than continuously refreshed rule monitors.
When do paper trading workflows matter, and how do NinjaTrader and TradeStation differ in validation coverage?
Paper trading matters when strategy logic must be checked against historical behavior and then executed safely without live orders. NinjaTrader runs backtesting and paper trading from the same NinjaScript codebase, while TradeStation transitions from strategy testing into broker-linked live order workflows using the TradeStation development surface.
What breaks if an execution workflow needs direct market access through a single broker connection?
A workflow that requires single-broker connectivity and fast order modification fits Interactive Brokers Trader Workstation because it concentrates trading sessions and execution monitoring under one API-connected desktop front end. TC2000 focuses on charting, screeners, and planning context and provides fewer execution-management controls inside TC2000 itself.
Where does thinkorswim fall short versus multi-broker automation tools for routing and execution control?
thinkorswim is tightly aligned to Schwab’s ecosystem, which narrows routing options compared with multi-broker order routing tools. Interactive Brokers Trader Workstation offers API-driven lifecycle control that supports custom execution workflows beyond built-in order screens.
How does data migration typically affect switching from spreadsheet watchlists into a scanning platform?
Finviz watchlists and exported screening results are easy to re-create from CSV-style offline review, but it still requires mapping filters into Finviz filter controls. Trade Ideas and TrendSpider both depend on structured watchlist definitions tied to their scanners or pattern logic, so migration is less about moving symbols and more about re-encoding rules.
Which tool is best for chart-to-strategy reuse where the same code drives indicators and automated trades?
NinjaTrader’s NinjaScript lets one C# codebase power both indicators and automated strategy logic across backtest, paper, and live environments. TrendSpider emphasizes visual pattern recognition and visual signal review loops, so the workflow is less centered on shared code reuse.
What admin control and audit visibility expectations should teams set for automated trading operations?
Interactive Brokers Trader Workstation focuses on execution control through an API and desktop monitoring views, which helps standardize trade lifecycle operations. NinjaTrader and TradeStation handle automation inside their development surfaces, so teams often need to map internal governance to who provisions strategies and who triggers live execution.
How does StockCharts differ from Trade Ideas when the primary goal is reusable chart configurations and shareable review links?
StockCharts includes built-in chart links and saved chart configurations so recurring technical reviews can be shared during active sessions. Trade Ideas centers on live rule-driven idea screening and continuous watchlist refresh, so the review loop starts from alerts and scanners rather than saved chart layouts.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Trade Stock Software

What separates trade stock software is how it turns your orders, holdings, and positions into an accurate workflow under real timing and market changes. We focus on data import timeliness, corporate action handling, and audit trail completeness so results stay trustworthy.

Data import timeliness

Why it matters

With data import timeliness, your orders and holdings reflect what actually happened, not what happened last week. That matters when you reconcile fills, fees, and current position views.

How to check

In the demo, ask for a way to import recent trades and immediately see the updated position and realized/unrealized views. Try a small sample (a few trades with different dates) and confirm what the timestamps show after import.

Corporate action handling

Why it matters

Corporate action handling protects your cost basis and share counts when events like splits or distributions occur. Without it, reports drift and reconciliation becomes manual.

How to check

Ask how the tool applies splits and adjusts lots for existing positions. Request an example export or walkthrough where an event changes share quantity and cost basis, then verify the before/after figures.

Lot and cost basis method

Why it matters

Lot and cost basis method determines whether taxable gains and tracking reports match your intended accounting approach. You need consistent lot selection across trade events and adjustments.

How to check

In the demo, set your preferred lot method (if supported) and import trades that would produce different outcomes under FIFO vs specific selection. Compare the resulting gain calculation on the same trade set.

Order fills reconciliation workflow

Why it matters

Order fills reconciliation workflow helps you match what you sent to what you actually received. That reduces silent mismatches between broker statements and your internal records.

How to check

Import a small order set plus a fills statement, then walk through the matching screen or process. Confirm what fields are required to match (for example, order ID, execution time, quantity) and how exceptions are flagged.

Reconciliation report export quality

Why it matters

Reconciliation report export quality affects whether you can complete reviews and audits without rework. You want clear line items, dates, and consistent totals across reports.

How to check

Generate at least two exports (for positions and realized activity) for the same period and compare totals. Check whether the export includes enough detail to trace each number back to a trade or adjustment.

Audit trail completeness

Why it matters

Audit trail completeness matters when you correct entries or import files again. It lets you explain what changed, who changed it, and what reports it impacted.

How to check

In the demo, make a minor correction (like adjusting a lot note or re-importing a file) and then open the history/audit view. Verify that it records the change type, timestamp, and the affected data or reports.

Red flags

  • Reports update, but timestamps don’t explain when they changed.
  • Corporate actions require manual re-lotting for basic events.
  • Exports show totals without traceable trade-level detail.

Fit by situation

  • If your workflow relies on frequent file uploads from brokers, prioritize Data import timeliness.
  • If your portfolio will experience splits, distributions, or symbol changes, prioritize Corporate action handling.
  • If you need defensible numbers for reviews, prioritize Audit trail completeness.
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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