Opencompass 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

DimensionOpencompassScreenplayIQ
PricingFree, open-sourceFrom free (1 analysis/mo) to $49/mo (Studio)
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

If your goal is to get data-backed feedback on your screenplay's marketability and ROI potential, ScreenplayIQ (starting free, Pro $19/mo) is purpose-built for you. If you need to benchmark or evaluate LLMs objectively across dozens of datasets, OpenCompass is the free, open-source choice. They serve entirely different domains—pick based on whether you write scripts or build models.

Opencompass
Opencompass

Open-source LLM & VLM evaluation platform for standardized benchmarking

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis with box office prediction and tailored feedback.

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Pricing
Free
Paid
Plans
$0/mo
~$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
19 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPICLI
WebAPI
Categories
📡 LLM Observability & Evals
📖 Fiction & Screenwriting
Features
100+ evaluation datasets
50+ LLMs and VLMs support
Online and offline evaluation modes
Standardized metrics (accuracy, BLEU, ROUGE, etc.)
Automated report generation with visualizations
Multi-task and multi-model comparison
Safety and bias evaluation
Instruction following evaluation
Agent and tool-use evaluation
Multimodal perception and spatial awareness evaluation
AI4S (AI for Science) evaluation
Community leaderboard
Plugin system for custom datasets and models
Modular pipeline design
Open-source (MIT license)
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
Hugging Face
ModelScope
PitchTrailer

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

Opencompass vs ScreenplayIQ: which should you choose?

If your goal is to get data-backed feedback on your screenplay's marketability and ROI potential, ScreenplayIQ (starting free, Pro $19/mo) is purpose-built for you. If you need to benchmark or evaluate LLMs objectively across dozens of datasets, OpenCompass is the free, open-source choice. They serve entirely different domains—pick based on whether you write scripts or build models.

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