Contextgem vs ScreenplayIQ

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

Live tool data as of 2026-07-17
Reviewed by our team on
Saved

At a glance

DimensionContextgemScreenplayIQ
Pricingfreepaid · from Story Analysis ~$24 for TV / ~$38 for Feature
Best forDevelopers building document processing pipelines with Python, Data scientists extracting structured data from unstructured reportsScreenwriters seeking data-driven feedback on script marketability, Producers evaluating potential box office returns
Standout featuresDeclarative aspect extraction for document sections · Typed concept extraction: string, boolean, number, date, rating, JSON object, label · Pre-built concept types: StringConcept, BooleanConcept, NumericalConcept, DateConcept, RatingConcept,AI-powered screenplay analysis with structural feedback · Box office performance prediction · PitchTrailer integration for generating pitch decks
Viability score69/10075/100
APINoYes

Contextgem is the stronger pick for developers building document processing pipelines with python; ScreenplayIQ fits better for screenwriters seeking data-driven feedback on script marketability.

Built from live tool data, last verified 2026-07-17.

Contextgem
Contextgem

Extract structured data from documents with LLMs and minimal Python code.

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ScreenplayIQ
ScreenplayIQ

AI script analysis with box office prediction and tailored feedback.

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Pricing
Free
Paid
Plans
~$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
0 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
API
WebAPI
Categories
💻 Code & Development📊 Data & Analytics
📊 Data & Analytics
Features
Declarative aspect extraction for document sections
Typed concept extraction: string, boolean, number, date, rating, JSON object, label
Pre-built concept types: StringConcept, BooleanConcept, NumericalConcept, DateConcept, RatingConcept,
Configurable extraction pipelines combining aspects and concepts
Support for multiple cloud LLMs: OpenAI, Anthropic, and others
Support for local models for offline or privacy-preserving extraction
Optimization guide for balancing accuracy, speed, and cost
Serialization of extraction results for storage and transfer
Logging and configuration knobs for fine-tuning behavior
Support for long documents with explicit optimization guidance
Troubleshooting tips for small model issues
AI-powered screenplay analysis with structural feedback
Box office performance prediction
PitchTrailer integration for generating pitch decks
Beat sheet generation for pacing analysis
Visual heatmap of dialogue and pacing
Genre classification
Character arc analysis and emotional journey charts
Comparative market data against top-grossing films
Export reports as PDF
Collaborative workspace (up to 5 users)
Custom genre templates
API access
Advanced analytics dashboard
Priority support
Dedicated account manager
Integrations
PitchTrailer

Who should pick which

  • Feature film screenwriter
    Pick: ScreenplayIQ

    ScreenplayIQ provides structural analysis, beat sheets, pacing heatmaps, and box office predictions tailored to feature films, directly addressing a screenwriter's need for marketable script feedback.

  • Studio executive evaluating scripts
    Pick: ScreenplayIQ

    With comparative market data, genre classification, and collaborative workspace (Studio plan), ScreenplayIQ supports slate decisions and team evaluation.

  • Developer automating contract data extraction
    Pick: Contextgem

    Contextgem's declarative Python framework enables typed concept extraction from documents using any LLM, ideal for scalable, customizable pipelines.

  • Data scientist extracting structured data from research papers
    Pick: Contextgem

    Contextgem supports configurable aspects and concepts for precise extraction, with optimization for long documents and local models for sensitive data.

Frequently Asked Questions

Which is better, Contextgem or ScreenplayIQ?

The best choice between Contextgem and ScreenplayIQ depends on your specific use case — we compare them independently on features, current pricing, integrations, and real-world signals (with an on-demand sentiment scan available for each). See the side-by-side breakdown above to match them to your needs.

What are the main differences between Contextgem and ScreenplayIQ?

The key differences include pricing model, feature set, platform support, and skill level requirements. Review the full comparison on RightAIChoice for a detailed breakdown.

Is there a free version of Contextgem or ScreenplayIQ?

Check the pricing section in the comparison for the latest pricing details on both tools, including free tiers, trial options, and paid plans.

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