Percival vs ScreenplayIQ

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

Analysis reviewed Live tool data as of 2026-08-23
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At a glance

DimensionPercivalScreenplayIQ
PricingFree during early accessFree tier (1 analysis/mo) / Pro $19/mo / Studio $49/mo
Target UserAcademic researchers, data scientistsScreenwriters, producers, studio execs
Core FunctionData analysis with literature integrationScreenplay analysis with box office prediction
Key Feature100k+ research papers, data lineage, automated journalBeat sheet, heatmap, market comparison
CollaborationNot specified (likely single-user)Up to 5 users (Studio tier)
PlatformDesktop app (Win/Mac/Linux)Web-based

Choose ScreenplayIQ if you're a screenwriter or producer needing data-driven script feedback and marketability predictions; choose Percival if you're an academic researcher needing literature-aware data analysis with reproducibility tracking. They serve entirely different domains with no overlap.

Percival
Percival

AI research assistant for reproducible data analysis inside VS Code.

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis with box office prediction and tailored feedback.

Visit Website
Pricing
Freemium
Paid
Plans
$0/mo
~$24 for TV / ~$38 for Feature
~$48 for TV / ~$78 for Feature
~$60 for TV / ~$98 for Feature
~$24 for TV / ~$38 for Feature
~$24 for TV / ~$38 for Feature
~$118 for TV / ~$198 for Feature
Popularity
3 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
Desktop
WebAPI
Categories
📊 Data & Analytics💻 Code & Development
📖 Fiction & Screenwriting
Features
AI-powered data cleaning
Regression analysis
Data visualization
LaTeX markdown generation
Data lineage tracking
Automated journal entry creation
Interactive mode for step-by-step approval
Integration with external data sources
Environment setup for R, LaTeX, Stata
Protected files to prevent accidental modification
Experiments management with parameters and outcomes
Chat interface with research question context
Data scraping
Plan generation with manual editing
Past session archiving
AI-powered structural analysis
Box office performance prediction
PitchTrailer integration for pitch decks
Beat sheet generation
Visual heatmap of dialogue and pacing
Genre classification
Character arc and emotional journey charts
Comparative market data
PDF report export
Collaborative workspace (up to 5 users)
Custom genre templates
API access
Advanced analytics dashboard
Priority support
Dedicated account manager
Integrations
PitchTrailer

What real users say: Percival 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.

Percival

35 mentions across 2 sources · 30% positive — critical

Hacker News, Lemmy

What users praise

  • Integrates literature review with data analysis in one workspace.
  • Automates journal entry creation for reproducible research.
  • Tracks data lineage for transparency and reproducibility.
  • Can query over 100,000 full-text research papers.

What frustrates them

  • No real community feedback to validate the tool.
  • Lack of online presence suggests low adoption or visibility.
  • Future pricing is unclear, risking unexpected costs.
  • No listed integrations with common research tools.

Researched Jul 3, 2026

ScreenplayIQ

7 mentions across 1 sources · 25% positive — critical

YouTube

What users praise

  • Pay-per-analysis avoids subscription lock-in.
  • Offers box office prediction, a unique feature.
  • Tailored feedback based on script length and TV options.
  • Includes character journey charts and beat sheets.

What frustrates them

  • Reported to nearly ruin a user's script feedback.
  • Expensive per analysis, up to $198.
  • No line-by-line editing, despite expectations.
  • Limited to English scripts only.

Researched Aug 18, 2026

Who should pick which

  • Screenwriter seeking market feedback
    Pick: ScreenplayIQ

    Provides beat sheet, pacing heatmap, and box office prediction tailored to feature films.

  • Ph.D. student analyzing experimental data
    Pick: Percival

    Access to 100k+ full-text papers and automated journaling for reproducibility.

  • Film producer evaluating script slate
    Pick: ScreenplayIQ

    Comparative market data and collaborative workspace (Studio tier) for team review.

  • Quantitative researcher in academia
    Pick: Percival

    Data lineage tracking and integration with coding agents ensure transparent analysis.

  • Hobbyist with occasional script analysis
    Pick: ScreenplayIQ

    Free tier allows one analysis per month without cost.

Frequently Asked Questions

Percival vs ScreenplayIQ: which should you choose?

Choose ScreenplayIQ if you're a screenwriter or producer needing data-driven script feedback and marketability predictions; choose Percival if you're an academic researcher needing literature-aware data analysis with reproducibility tracking. They serve entirely different domains with no overlap.

Can Percival analyze screenplays?

No, Percival is designed for research data analysis and literature, not screenwriting.

Does ScreenplayIQ support TV scripts?

No, it only supports English feature film scripts under 150 pages.

Is Percival available on mobile or web?

No, it is a desktop app for Windows, macOS, and Linux.

Does ScreenplayIQ offer grammar checking?

No, it focuses on structural analysis and market prediction, not line editing.

Can I collaborate with a team on Percival?

Multi-user collaboration is not mentioned; it appears single-user.

What integrations does ScreenplayIQ have?

It integrates with PitchTrailer for pitch deck generation.

Is there a free trial for ScreenplayIQ's paid tiers?

Pricing page mentions a Free tier; trial details for Pro/Studio are not specified.

Does Percival require an internet connection?

The description doesn't specify offline mode, but likely requires internet for paper queries.

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Last reviewed: July 3, 2026