OneKE 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

DimensionOneKEScreenplayIQ
PricingFree (open-source)Free tier (1 analysis/mo), Pro $19/mo, Studio $49/mo
Primary FeatureSchema-guided knowledge extraction (NER, RE, EE) with bilingual supportAI screenplay analysis with box office prediction and structural feedback
Target UsersResearchers, NLP engineers, academicsScreenwriters, producers, studio executives
CustomizationHigh: open-source, fine-tunable, schema descriptions in promptsLimited: custom genre templates, but closed-source
IntegrationsDeepKE-LLM, OpenSPGPitchTrailer
Language SupportChinese and EnglishEnglish only

OneKE and ScreenplayIQ address entirely different domains: knowledge extraction vs. screenwriting analysis. OneKE is a free, open-source framework for researchers who need to extract structured information from Chinese and English text across multiple tasks. ScreenplayIQ is a niche tool for film professionals seeking data-driven script feedback and box office predictions, with a freemium pricing model. Your choice depends on whether you need customizable NLP extraction or script marketability analysis.

OneKE
OneKE

Open-source bilingual knowledge extraction framework from Ant Group and Zhejiang University.

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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
~$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
7 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
CLIAPI
WebAPI
Categories
📊 Data & Analytics
📖 Fiction & Screenwriting
Features
Schema-guided instruction-based knowledge extraction
Bilingual support for Chinese and English
Named entity recognition (NER)
Relation extraction (RE)
Event extraction (EE)
Negative sample dictionary for accuracy improvement
Polling instruction construction technique
Unified JSON-like instruction format
Schema descriptions and examples in prompts
Batchified instruction generation with dynamic schema count (4-6)
Data deduplication and filtering heuristics
Trained on Chinese-Alpaca-2-13B
4-bit quantization for low-power devices
Open-sourced on HuggingFace, ModelScope, and WiseModel
Paper and research literature available
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
DeepKE-LLM
OpenSPG
PitchTrailer

Who should pick which

  • NLP Researcher
    Pick: OneKE

    OneKE is a free, open-source framework perfect for customizing extraction tasks like NER and RE across Chinese and English domains, with fine-tuning capabilities.

  • Screenwriter
    Pick: ScreenplayIQ

    ScreenplayIQ provides direct feedback on script structure and marketability, with box office prediction, which is exactly what screenwriters need at a reasonable subscription.

  • Film Producer
    Pick: ScreenplayIQ

    Producers can use ScreenplayIQ's comparative market data and box office forecasts to evaluate script potential before investment, especially with the Studio tier's collaborative features.

  • Knowledge Graph Engineer
    Pick: OneKE

    OneKE's integration with OpenSPG and its schema-guided extraction are ideal for building domain-specific knowledge graphs from bilingual text.

Frequently Asked Questions

OneKE vs ScreenplayIQ: which should you choose?

OneKE and ScreenplayIQ address entirely different domains: knowledge extraction vs. screenwriting analysis. OneKE is a free, open-source framework for researchers who need to extract structured information from Chinese and English text across multiple tasks. ScreenplayIQ is a niche tool for film professionals seeking data-driven script feedback and box office predictions, with a freemium pricing model. Your choice depends on whether you need customizable NLP extraction or script marketability analysis.

Which tool is better for extracting structured data from text?

OneKE is explicitly designed for knowledge extraction tasks like NER, RE, and EE, and supports Chinese and English. ScreenplayIQ does not offer generic text extraction; it focuses only on screenplay analysis.

Can ScreenplayIQ analyze TV scripts or short films?

According to its description, ScreenplayIQ is intended for feature films only, not TV writers or short film creators.

Is OneKE suitable for non-technical users?

No, OneKE is open-source and requires technical expertise to deploy, fine-tune, and use. It is not a no-code solution.

Does ScreenplayIQ offer a free trial?

Yes, it has a Free tier that includes 1 analysis per month, which serves as a trial.

Can OneKE be used for production systems?

It can, but it may not be optimized for real-time low-latency extraction. The framework suggests it's better suited for research and domain-specific customization.

What integrations does ScreenplayIQ have?

It integrates with PitchTrailer for pitch deck generation.

Does OneKE support languages other than English?

Yes, OneKE specifically supports bilingual Chinese and English extraction.

Which tool has a higher accuracy for domain-specific tasks?

OneKE can be fine-tuned on domain-specific data, potentially achieving high accuracy. ScreenplayIQ's accuracy is fixed and based on its pre-trained model; it is not customizable for niche domains.

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Last reviewed: July 5, 2026