Opencompass 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

DimensionOpencompassScreenplayIQ
Target UsersLLM researchers, AI developers, enterprisesScreenwriters, producers, studio executives
Primary FunctionLLM evaluation across 100+ datasetsAI screenplay analysis with box office prediction
Supported Models/Content50+ LLMs including Llama, GPT, Claude, QwenEnglish feature film scripts only
IntegrationsHugging Face, ModelScope, multiple model APIsPitchTrailer
Output FormatAutomated reports, visualization, leaderboardsPDF reports, visual heatmaps, beat sheets
Opencompass
Opencompass

OpenCompass (司南) benchmarks LLMs, VLMs, and AI4S models on 100+ open evaluation datasets with dated leaderboards

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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
38 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPICLI
WebAPI
Categories
📡 LLM Observability & Evals
📖 Fiction & Screenwriting
Features
Benchmark LLMs on language, reasoning, knowledge, math, code, instruction following, and agents
Evaluate VLMs on general, spatial, and infographic perception plus multimodal reasoning and creation
Score AI4S models on knowledge understanding, code generation, symbolic reasoning, and hypothesis generation
Track dated leaderboards: LLM 2026-08-24, VLM 2026-06-11, AI4S 2026-02-09
Compare models head to head with human votes in OpenCompass Arena (司南竞技场)
Run evaluations online or fully offline on private infrastructure
Standardized metrics including accuracy, BLEU, and ROUGE
Generate automated visual evaluation reports
Compare multiple models and tasks in a single run
Register custom models and datasets through a plugin system
Extend tasks with a modular evaluation pipeline
Safety and bias evaluation tasks
Agent and tool-use evaluation
Open-source under the MIT license on GitHub (open-compass/opencompass)
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
ModelScope
GitHub

Who should pick which

  • Solo screenwriter seeking script feedback
    Pick: ScreenplayIQ

    ScreenplayIQ’s free tier gives one analysis/month with structural feedback and box office prediction, perfect for indie writers.

  • LLM researcher comparing model performance
    Pick: Opencompass

    OpenCompass’s 100+ datasets and 50+ model support allow standardized, reproducible benchmarking at no cost.

  • Film producer evaluating multiple scripts
    Pick: ScreenplayIQ

    Pro or Studio plan ($19-$49/mo) provides unlimited analyses with market comparisons and collaborative workspace.

  • Enterprise verifying LLM safety
    Pick: Opencompass

    OpenCompass includes safety and bias evaluation, essential for responsible AI deployment, and is free.

  • Script coverage analyst needing quantitative support
    Pick: ScreenplayIQ

    Heatmaps, beat sheets, and comparative data deliver data-driven insights to complement traditional coverage.

Frequently Asked Questions

Can ScreenplayIQ analyze TV scripts or short films?

No, it only supports English feature film scripts and has a 150-page limit.

Is OpenCompass truly free?

Yes, it's open-source and free, though you may need your own compute for offline evaluation.

Does ScreenplayIQ offer a free trial?

It has a free tier with 1 analysis per month, effectively a trial.

Can OpenCompass evaluate proprietary models?

Yes, via custom integration plugins; you can add your own model or use APIs.

Which tool is better for someone with no coding skills?

ScreenplayIQ is more user-friendly with a visual interface; OpenCompass requires technical expertise.

Do these tools integrate with other software?

ScreenplayIQ integrates with PitchTrailer; OpenCompass integrates with Hugging Face and ModelScope.

Are there any usage limits on OpenCompass?

No usage limits, but the community leaderboard is public; private evaluations are possible offline.

Can ScreenplayIQ predict exact box office figures?

It provides a prediction based on narrative structure and market data, but not guaranteed exact figures.

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Last reviewed: July 3, 2026