Dash vs ScreenplayIQ

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-09
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At a glance

DimensionDashScreenplayIQ
PurposeBuild interactive data dashboards in pure PythonAI screenwriting analyst predicting box office returns
Target UserData scientists, Python developers, teamsScreenwriters, producers, studio execs
Key FeatureReactive Python UI, Plotly charts, AG Grid, Dash MantineBox office prediction, structural analysis, heatmaps
IntegrationsPlotly, Pandas, Flask, AG Grid, Mantine, Bootstrap, Cloud/EnterprisePitchTrailer
Latest NewsDash 4 refreshed components, Plotly Cloud collaboration, Plotly Studio AI app generation (Feb 2026)No recent news
Dash
Dash

Dash is Plotly's open-source Python framework for building interactive analytics web apps and dashboards without writing front-end code.

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis on your draft — logline, comps, character emotional journey charts, and inline proofread fixes

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Pricing
Freemium
Paid
Plans
$0/mo
$29/Creator seat/mo
$290/Creator seat/yr
Custom
~$24 TV / ~$38 Feature (based on page length)
~$48 TV / ~$78 Feature (based on page length)
~$60 TV / ~$98 Feature (based on page length)
~$24 TV / ~$38 Feature
Popularity
13 views
7.5k views
Skill Level
Beginner-friendly
Intermediate
API Available
Platforms
WebCLI
WebAPI
Categories
📊 Data & Analytics🧮 Business Intelligence
📖 Fiction & Screenwriting
Features
Reactive UI built with the @app.callback decorator — inputs, outputs, and state declared in Python
Pattern-matching callbacks for dynamic layouts generated at runtime
Clientside callbacks that run instantly in the browser
Background callbacks for long-running jobs without freezing the UI
Dash AG Grid with filtering, grouping, pivoting, and editing at spreadsheet scale
Dash Mantine and Bootstrap complete UI kits wired from Python
dcc.Graph embeds Plotly figures with crossfiltering, selection, and click events
Multi-page apps with Dash Pages file-based routing and navigation state
WebSocket and SSE streaming via dash-extensions
set_props incremental updates for responsive dashboards
Backend choice: Flask by default, FastAPI and Quart added in Dash 4.2
100+ components including dcc, html, Bio, Cytoscape, AG Grid, DataTable, Mantine
Hot reload, debug toolbar, and callback graph inspector dev loop
Testing with dash[testing] plus pytest and Selenium/Playwright drivers
AI coding agent compatibility: Claude, Cursor, Copilot, and other agents
Generate a logline from a full screenplay draft
Surface comparable films and TV shows for market fit
Break a script into structured story points
Produce a full synopsis without reading the whole draft
Write character synopses for the full cast
Create visual representations of characters
Chart each character's emotional journey across the script
Deliver a full assessment analysis of the draft
Break down the story's themes
Proofread report with inline highlights on every issue
Recommend a fix for each flagged issue
Build a custom analysis package outside the presets
Price analysis by page length, quoted separately for TV and features
Store uploaded scripts in encrypted, siloed storage
WGA-compliant handling of submitted scripts
Integrations
Flask
FastAPI
Quart
Plotly Cloud
Dash Enterprise
Pandas
AG Grid
Mantine
Bootstrap
Auth0
Flask-Login

What real users say: Dash vs ScreenplayIQ

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Dash

77 mentions across 5 sources · 34% positive — critical (averaged across 5 sources)

Hacker News, Product Hunt, App Store, GitHub, Lemmy

What users praise

  • • Pure Python reactive model — no HTML/CSS/JS required
  • • Rich interactive components: dropdowns, sliders, graphs, tables
  • • Callback decorators simplify state management dramatically
  • • Seamless Plotly integration with crossfiltering and click events

What frustrates them

  • • Community feedback heavily diluted by other products with same name
  • • Version upgrades cause breaking changes and resource spikes
  • • Authentication setup is confusing and often fails
  • • Multi-page and widget features have persistent bugs

Researched Jul 3, 2026

ScreenplayIQ

No verifiable community signal. We scanned public discussion on Oct 7, 2026 and found posts matching the name “ScreenplayIQ”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Who should pick which

  • Screenwriter needing marketability feedback
    Pick: ScreenplayIQ

    ScreenplayIQ provides structural analysis, box office prediction, and pitch materials specifically for feature film scripts.

  • Studio executive evaluating script portfolio
    Pick: ScreenplayIQ

    Comparative market data and financial forecasts help slate decisions; API access enables integration into existing workflows.

  • Data scientist building an internal dashboard
    Pick: Dash

    Dash is the top Python framework for interactive analytics apps, with Plotly integration and no front-end code needed.

  • Team needing a collaborative data app with role-based permissions
    Pick: Dash

    Plotly Cloud (with recent team collaboration features) enables secure sharing and real-time updates across departments.

  • Python developer prototyping a full-stack data product
    Pick: Dash

    Dash’s reactive callbacks and rich component libraries allow fast prototyping to production without JavaScript.

Frequently Asked Questions

Can ScreenplayIQ be used for TV scripts?

No, it is designed only for feature films (up to 150 pages).

Does Dash require HTML or CSS knowledge?

No, Dash apps are built entirely in Python; HTML and CSS are handled behind the scenes.

What is the latest version of Dash?

Dash 4 was released in February 2026 with redesigned core components and improved accessibility.

Can ScreenplayIQ export reports?

Yes, reports can be exported as PDF.

Is Dash suitable for real-time streaming data?

No, Dash is not optimized for live streaming; it is better for query-based or periodic updates.

Does ScreenplayIQ integrate with any other tools besides PitchTrailer?

It only lists PitchTrailer integration.

Can I use Dash to deploy apps on my own server?

Yes, Dash is open-source and can be deployed on any server, but Dash Enterprise offers additional security and scaling features.

Which tool is better for a hobbyist writer?

ScreenplayIQ has a free tier with one analysis per month, which may suffice for hobbyists, but its Pro tier is affordable at $19/month.

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Last reviewed: July 3, 2026