TopK vs ScreenplayIQ

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

Analysis reviewed Live tool data as of 2026-09-01
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At a glance

DimensionTopKScreenplayIQ
PricingPaid (contact for pricing; object storage-based for lower cost)Free tier (1 analysis/mo), Pro $19/mo, Studio $49/mo
Target UserDevelopers, enterprise teams building RAG/agentic searchScreenwriters, producers, studio executives
Core FunctionalityHybrid search engine for structured/unstructured dataAI screenplay analysis with box office prediction
Key FeatureMulti-vector retrieval, SMVE, TopK SQL, file search with citationsPitchTrailer integration, beat sheet, visual heatmap
ScalabilitySub-100ms latency at billion-scale; unlimited scale on object storageUp to 150-page scripts; limited to 5 users on Studio
Latest NewsRAG fixes for agents, TopK SQL, SMVE multi-vector, benchmark release (2026)No recent news captured

ScreenplayIQ and TopK serve entirely different domains: ScreenplayIQ is for screenwriters needing marketability feedback, while TopK is for developers building high-accuracy search. For a screenwriter, ScreenplayIQ’s box office prediction is unique; for a developer, TopK’s hybrid search and sub-100ms latency at scale are unmatched. Choose based on your core problem—not comparable.

TopK
TopK

Unified retrieval engine for high-recall AI search and RAG

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis with box office prediction and tailored feedback.

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Pricing
Freemium
Paid
Plans
$0/mo
Pay-as-you-go
~$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
WebAPICLI
WebAPI
Categories
🗄️ Vector Databases & Retrieval📦 LLM App Frameworks & SDKs
📖 Fiction & Screenwriting
Features
Hybrid search combining dense, sparse, late-interaction, keywords, and filters in a single query
Multi-vector retrieval with late interaction (SMVE)
BM25 keyword search
Custom scoring with multiple ranking signals
File Search with grounded answers and precise citations
Agentic queries for File Search with sub-queries and reasoning
Research queries with deep multi-step citations
Document processing with OCR for PDFs, DOCX, images, and text
Built-in multi-vector embedding
SQL compatibility via Postgres wire protocol
Native Python SDK
JavaScript SDK
Rust SDK
MCP server integration for agent tooling
Private deployment to VPC or on-prem
AI-powered structural analysis
Box office performance prediction
PitchTrailer integration
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
AWS
GCP
Azure
PostgreSQL
PitchTrailer

Who should pick which

  • Screenwriter seeking market feedback
    Pick: ScreenplayIQ

    ScreenplayIQ provides data-driven box office prediction and narrative analysis, directly addressing marketability needs.

  • Producer evaluating script ROI
    Pick: ScreenplayIQ

    Box office performance prediction and comparative market data help producers assess financial potential.

  • Developer building a RAG system for legal
    Pick: TopK

    TopK's hybrid search, multi-vector retrieval, and file search with citations deliver accuracy-critical search for legal documents.

  • Enterprise team needing scalable agentic search
    Pick: TopK

    Recent RAG fixes for agents and sub-100ms latency at billion-scale make TopK suitable for complex agent workflows.

  • Hobbyist writer on a budget
    Pick: ScreenplayIQ

    Free tier offers 1 analysis per month, sufficient for occasional script feedback without cost.

Frequently Asked Questions

TopK vs ScreenplayIQ: which should you choose?

ScreenplayIQ and TopK serve entirely different domains: ScreenplayIQ is for screenwriters needing marketability feedback, while TopK is for developers building high-accuracy search. For a screenwriter, ScreenplayIQ’s box office prediction is unique; for a developer, TopK’s hybrid search and sub-100ms latency at scale are unmatched. Choose based on your core problem—not comparable.

Can ScreenplayIQ edit my script line by line?

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

Does TopK support natural language queries?

Yes, TopK offers SQL-compatible queries and file search with grounded answers, but it's not a conversational AI.

Which tool is better for a film studio?

ScreenplayIQ is tailored for screenplay marketability; TopK is irrelevant for creative decisions.

Can TopK handle PDFs and images?

Yes, TopK processes PDFs, DOCX, images, and text for document indexing.

Does ScreenplayIQ work for TV scripts?

No, it only supports feature-length films (45-150 pages).

What is TopK's pricing?

TopK requires contacting sales; there is no public pricing, though it claims lower cost via object storage.

Are these tools competitive?

No, they serve different domains (creative writing vs. developer search). Consider your problem first.

Which tool has recent updates?

TopK has multiple 2026 updates (SMVE, TopK SQL, RAG for agents); ScreenplayIQ has no recent news.

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Last reviewed: July 3, 2026