TopK vs ScreenplayIQ

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

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionTopKScreenplayIQ
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
TopK
TopK

TopK is a unified retrieval engine that runs multi-vector, dense, sparse, regex, and metadata-filtered search in one query, billed per unit of usage.

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis that returns a logline, comps, character arcs, and proofed fixes on your draft

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Pricing
Paid
Paid
Plans
$10 in free credits
Pay-as-you-go, billed monthly
Custom
~$24 TV / ~$38 Feature
~$48 TV / ~$78 Feature
~$60 TV / ~$98 Feature
~$24 TV / ~$38 Feature
Custom
Popularity
2 views
7.5k views
Skill Level
Advanced
Intermediate
API Available
Platforms
WebAPI
WebAPI
Categories
🗄️ Vector Databases & Retrieval📦 LLM App Frameworks & SDKs
📖 Fiction & Screenwriting
Features
Hybrid search combining dense, sparse, late-interaction multi-vector, regex, keyword, and metadata filters in one query
Multi-vector retrieval with late interaction (SMVE)
TopK SQL query language over the Postgres wire protocol for semantic and hybrid search
TopK SQL lets any Postgres client run semantic, hybrid, or filtered retrieval
Regex search accelerated with sparse n-grams
semantic_index annotation ships multi-vector retrieval without a separate embedding pipeline
topk-embed-v1 open-source multimodal multi-vector embedding model
Built-in multi-vector text embeddings billed at $0.05 per 1M tokens
File Search returning grounded answers with precise citations
Agentic File Search with sub-queries and reasoning
Document processing with OCR for PDF, DOCX, image, and text inputs
Custom scoring across multiple ranking signals
Multi-tenant partitioned collections with isolated namespaces
Object-storage architecture scaling to 1B+ documents per partition
Private deployment into your VPC or on-prem
Generate a logline from a full screenplay draft
Surface comparable films and TV shows for market framing
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
PostgreSQL

What real users say: TopK 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.

TopK

69 mentions across 4 sources · 0% positive — critical (averaged across 4 sources)

Hacker News, Bluesky, Stack Overflow, Lemmy

What users praise

  • • Claims 10x lower cost with object storage
  • • Unlimited scale with sub-100ms latency at billion-scale
  • • Unified retrieval over structured and unstructured data
  • • Hybrid search with vector, keyword, and custom scoring

What frustrates them

  • • Zero verified user reviews or testimonials
  • • All community data is keyword false positives
  • • Performance claims are unverified in real-world use
  • • No independent benchmarks or case studies

Researched Jul 5, 2026

ScreenplayIQ

No verifiable community signal. We scanned public discussion on Oct 14, 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 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

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