SID 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

DimensionSIDScreenplayIQ
PricingContact (likely enterprise-focused)Free tier (1 analysis/mo), Pro $19/mo, Studio $49/mo
Target UserAI researchers, developers building retrieval agentsScreenwriters, producers, studio executives
Primary FunctionAgentic search model for high-recall retrievalAI screenplay analysis with box office prediction
Key Strength1.9x better recall, 24x faster than embedding methodsStructural feedback and market data for film viability
MaturityResearch phase with waitlist accessLive product with free and paid tiers
IntegrationsNot specifiedPitchTrailer

SID and ScreenplayIQ serve entirely different audiences and use cases. SID is a research-stage agentic search model for AI developers needing advanced retrieval—not yet production-ready. ScreenplayIQ is a live, affordable tool for film industry professionals to analyze scripts and predict box office performance. Choose based on your domain: AI retrieval research vs. screenwriting analytics.

SID
SID

Agentic search model with 1.9x recall and 24x faster retrieval than embeddings.

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis with box office prediction and tailored feedback.

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Pricing
Contact Sales
Paid
Plans
Waitlist
~$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
2 views
7.5k views
Skill Level
Advanced
Intermediate
API Available
Platforms
WebAPI
Categories
🗄️ Vector Databases & Retrieval
📖 Fiction & Screenwriting
Features
Agentic search model SID-1
1.9x better recall than embedding-only methods
24x faster than embedding-only methods
Test-time compute for dynamic query adaptation
Reinforcement learning for search optimization
1k+ QPS RL rollouts for training
Outperforms frontier models on complex search tasks
Training to beat GPT-5 at search
Research waitlist access
Designed for context-aware AI system retrieval
Technical report on test-time compute strategies
Backed by Y Combinator and prominent investors
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: SID 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.

SID

62 mentions across 3 sources · 3% positive — critical

Hacker News, App Store, Lemmy

What users praise

  • Backed by Y Combinator and top AI researchers from DeepMind.
  • Claims 1.9x better recall and 24x faster than embedding-only.
  • Uses reinforcement learning for adaptive search optimization.
  • Aims to beat GPT-5 at search with high-throughput RL rollouts.

What frustrates them

  • No real user feedback or community validation available.
  • Product is pre-release—only a waitlist for early access.
  • Performance claims are unsubstantiated by independent tests.
  • No integrations with common developer tools or platforms.

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

  • AI researcher exploring advanced retrieval
    Pick: SID

    SID's agentic search model with RL and test-time compute is cutting-edge for retrieval research. Access may be limited, but it's the right choice for those pushing boundaries.

  • Solo screenwriter seeking feedback on a feature film script
    Pick: ScreenplayIQ

    ScreenplayIQ's Free tier provides one analysis per month, sufficient for a single script. Upgrade to Pro ($19/mo) for unlimited use and comparative market data.

  • Film producer evaluating multiple scripts for investment
    Pick: ScreenplayIQ

    With comparative market data and box office predictions, ScreenplayIQ's Pro or Studio plan helps quantify script potential. Collaborative workspace supports team review.

  • Enterprise needing high-recall document search
    Pick: SID

    SID-1 claims superior recall and speed over embeddings. However, it's research-phase; enterprise should contact for feasibility and timeline.

  • TV writer or short film creator
    Pick: ScreenplayIQ

    ScreenplayIQ only supports feature films. No suitable tool among these two; consider alternatives.

Frequently Asked Questions

SID vs ScreenplayIQ: which should you choose?

SID and ScreenplayIQ serve entirely different audiences and use cases. SID is a research-stage agentic search model for AI developers needing advanced retrieval—not yet production-ready. ScreenplayIQ is a live, affordable tool for film industry professionals to analyze scripts and predict box office performance. Choose based on your domain: AI retrieval research vs. screenwriting analytics.

What is SID's core technology?

SID-1 uses reinforcement learning and test-time compute for agentic search, aiming to outperform GPT-5 at retrieval tasks.

Is ScreenplayIQ available for TV scripts?

No, it only supports English feature films under 150 pages.

Does SID have a free trial?

No, it requires contacting the team for access; there is no public free tier.

Can I integrate ScreenplayIQ with other tools?

It integrates with PitchTrailer and offers API access on the Studio plan ($49/mo).

Which tool is more mature?

ScreenplayIQ is a live product with free and paid tiers. SID is in research phase with waitlist access.

What are the limitations of ScreenplayIQ?

No line-by-line editing, no grammar check, feature films only, max 150 pages, English only.

What advantages does SID have over embeddings?

SID claims 1.9x better recall and 24x faster performance than embedding-only methods.

Can I use SID for general chatbot context?

Not recommended; SID is specialized for complex search retrieval, not general QA.

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Last reviewed: July 3, 2026