Vidore Benchmark 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

DimensionVidore BenchmarkScreenplayIQ
Target UserEnterprise teams, researchers, developersScreenwriters, producers, studio execs
Core FunctionMulti-modal retrieval benchmark for enterprise docsAI screenplay analysis with box office prediction
Key Feature3,099 queries in 6 languages, human-verified annotationsBox office performance prediction
IntegrationsHugging FacePitchTrailer
LimitationRequires GPU for inference, not for casual useOnly English feature films, max 150 pages
Vidore Benchmark
Vidore Benchmark

ViDoRe Benchmark: an open visual document retrieval benchmark and ColPali model suite for enterprise RAG evaluation.

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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
Free
Paid
Plans
$0
~$24 TV / ~$38 Feature
~$48 TV / ~$78 Feature
~$60 TV / ~$98 Feature
~$24 TV / ~$38 Feature
Custom
Popularity
32 views
7.5k views
Skill Level
Advanced
Intermediate
API Available
Platforms
Web
WebAPI
Categories
📡 LLM Observability & Evals📑 Document AI & Data Extraction
📖 Fiction & Screenwriting
Features
ViDoRe V3 benchmark with 10 datasets, 8 public and 2 kept private
26,000+ document pages spanning enterprise and industrial domains
3,000+ queries translated across 6 languages
Human-created and human-verified retrieval annotations
Per-query bounding boxes marking key elements on relevant pages
Reference answers supplied for each retrieval query
Page-image embedding with late-interaction matching in ColPali
ColPali v1.3 vision-language retrieval model weights
ColQwen2 v1.0 and ColQwen2.5 v0.2 retrieval models
ColSmol lightweight retrievers at 256M and 500M parameters
ModernVBERT v1.0 retrieval model on Hugging Face
ViDoRe V1 and V2 collections for version-over-version comparison
Leaderboard Space ranking public benchmark submissions
Open datasets, model weights, and code released on Hugging Face
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
Hugging Face Hub
Hugging Face Datasets
Hugging Face Spaces

What real users say: Vidore Benchmark 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.

Vidore Benchmark

34 mentions across 4 sources · 45% positive — mixed (averaged across 4 sources)

Hacker News, YouTube, Bluesky, GitHub

What users praise

  • • Addresses a real gap in evaluating visually-rich enterprise document retrieval.
  • • Includes 10 diverse datasets with human-verified annotations across 6 languages.
  • • Provides per-query bounding boxes and reference answers for detailed analysis.
  • • Hosted leaderboard enables easy model comparison on Hugging Face.

What frustrates them

  • • Non-deterministic evaluation results plague reproducibility.
  • • Setup is non-trivial; users report CLI errors and missing documentation.
  • • Small community with only ~278 GitHub stars limits support.
  • • V1 benchmark quickly saturated, requiring version-aware usage.

Researched Jul 28, 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 marketability feedback
    Pick: ScreenplayIQ

    Provides structural analysis and box office prediction tailored for feature films.

  • Studio executive evaluating script portfolio
    Pick: ScreenplayIQ

    Collaborative workspace and comparative market data support slate decisions.

  • Enterprise team building document RAG system
    Pick: Vidore Benchmark

    Offers benchmark datasets and evaluation metrics for multi-modal retrieval.

  • Researcher in visual document retrieval
    Pick: Vidore Benchmark

    Provides standardized benchmarks, leaderboard, and state-of-the-art models.

  • TV writer or short film creator
    Pick: Vidore Benchmark

    ScreenplayIQ is limited to feature films; Vidore Benchmark is irrelevant but at least not restrictive.

Frequently Asked Questions

Can ScreenplayIQ analyze TV scripts?

No, it is designed for English feature films only, with a 150-page limit.

Is Vidore Benchmark applicable for text-only retrieval?

No, it focuses on multi-modal retrieval of visually rich documents.

Does ScreenplayIQ offer a free trial?

Yes, a free tier provides 1 analysis per month.

What models does Vidore Benchmark support?

It supports ColPali, ColQwen2, ColQwen2.5, ColSmol, and others hosted on Hugging Face.

Can ScreenplayIQ export reports?

Yes, it exports reports as PDF.

What languages are covered in Vidore Benchmark queries?

6 languages, including English and others unspecified.

Does ScreenplayIQ integrate with other tools?

It integrates with PitchTrailer for pitch deck generation.

Is Vidore Benchmark free to use?

Yes, it is completely free and open-source.

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Last reviewed: July 3, 2026