Notebook Intelligence vs ScreenplayIQ
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Notebook Intelligence | ScreenplayIQ |
|---|---|---|
| Best For | Data scientists, AI devs in JupyterLab | Screenwriters, producers predicting box office |
| Key Feature | Agentic AI coding with Claude Code, Copilot, Ollama | AI screenplay analysis with financial forecasting |
| Offline Capability | Yes (Ollama local models) | No |
| Admin Policies | Force-on/off/user-choice for providers, Skills, MCP | Not applicable |
| Collaboration | Org-wide Skills sync, JupyterHub | Up to 5 users (Studio plan) |
Notebook Intelligence is a powerful, free agentic AI coding assistant for JupyterLab users, with recent updates adding admin controls and better UX. ScreenplayIQ targets a niche audience of screenwriters with its box-office prediction but is paid and limited in scope. Choose Notebook Intelligence if you work with data/code; choose ScreenplayIQ if you write feature films and need marketability insights.
Agentic AI coding in JupyterLab for Claude Code, Copilot, and Ollama notebooks
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AI screenplay analysis that delivers loglines, comparable titles, and character emotional journey charts per script.
Visit WebsiteWhat real users say: Notebook Intelligence 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.
Notebook Intelligence
22 mentions across 3 sources · 40% positive — mixed (averaged across 3 sources)
Bluesky, GitHub, Lemmy
What users praise
- • Free and open-source under GPL-3.0 license, no paywalls.
- • First-class Claude Code agentic integration inside Jupyter notebooks.
- • Supports multiple providers: Copilot, Ollama, OpenAI, LiteLLM, vLLM.
- • Strong admin policy controls via environment variables.
What frustrates them
- • Claude Code connectivity often fails without clear fixes.
- • GitHub Copilot login hangs for many users.
- • 44 open issues suggest stability and polish issues.
- • Token storage broken on VertexAI Workbenches.
Researched Jul 6, 2026
ScreenplayIQ
No verifiable community signal. We scanned public discussion on Sep 29, 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
- Data scientist coding in JupyterLabPick: Notebook Intelligence
NBI integrates directly with JupyterLab, supports multiple AI models, and agent mode automates repetitive coding tasks.
- AI researcher needing offline modelsPick: Notebook Intelligence
NBI supports Ollama local models for fully offline use, ensuring data privacy and no API costs.
- Studio executive evaluating script ROIPick: ScreenplayIQ
ScreenplayIQ provides box office predictions and comparative market data to quantify a script's potential.
- Screenwriter wanting structural feedbackPick: ScreenplayIQ
It offers beat sheets, pacing heatmaps, and character arc analysis tailored for feature film scripts.
- IT admin managing AI policies in JupyterHubPick: Notebook Intelligence
NBI's admin policies allow force-enabling providers, Skills, and MCP across the organization.
Frequently Asked Questions
Notebook Intelligence vs ScreenplayIQ: which should you choose?
Notebook Intelligence is a powerful, free agentic AI coding assistant for JupyterLab users, with recent updates adding admin controls and better UX. ScreenplayIQ targets a niche audience of screenwriters with its box-office prediction but is paid and limited in scope. Choose Notebook Intelligence if you work with data/code; choose ScreenplayIQ if you write feature films and need marketability insights.
Is Notebook Intelligence free?
Yes, it is open-source and free to use. You only pay for external AI APIs if you choose to use them.
Can ScreenplayIQ analyze short films or TV scripts?
No, it only supports English feature films and has a 150-page context limit.
Does Notebook Intelligence work offline?
Yes, with Ollama local models you can run fully offline.
What AI models does Notebook Intelligence support?
Claude Code, GitHub Copilot, Ollama, OpenAI-compatible endpoints, and LiteLLM.
Does ScreenplayIQ offer a free trial?
A free tier with 1 analysis per month is available.
Can I collaborate with others on ScreenplayIQ?
Yes, the Studio plan ($49/mo) supports up to 5 users in a shared workspace.
Does Notebook Intelligence have admin controls?
Yes, it has environment variable policies to force-on/off or user-choice for providers and features.
Can ScreenplayIQ export reports?
Yes, it can export analysis reports as PDF.
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Last reviewed: July 3, 2026