Panels vs ScreenplayIQ
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Panels | ScreenplayIQ |
|---|---|---|
| Pricing | Contact for pricing (custom/consultative) | Free tier (1 analysis/mo), Pro $19/mo, Studio $49/mo |
| Primary Use Case | Custom audio datasets for voice AI training | AI screenplay analysis with box office prediction |
| Integrations | None listed | PitchTrailer |
| Best For | Voice AI researchers, startups, enterprise teams | Screenwriters, producers, studio execs |
| Limitations | Not self-service, requires budget for custom datasets | Feature films only (English), max 150 pages, no line editing |
| LATEST NEWS | News unrelated to audio datasets (solar panels, SETI panel) | No recent news |
ScreenplayIQ and Panels serve entirely different domains—one for script marketability analysis, the other for custom voice AI datasets. Choose ScreenplayIQ if you're a screenwriter or producer needing data-driven feedback on feature film scripts. Choose Panels if you're building voice AI models and require high-quality, tailored audio training data. There is no overlap in use cases.
What real users say: Panels 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.
Panels
60 mentions across 3 sources · 0% positive — critical
Hacker News, App Store, Lemmy
What users praise
- • Offers high-quality speaker-separated audio datasets.
- • Provides custom dataset design tailored to client needs.
- • End-to-end in-house audio collection and production.
- • Supports multilingual turn-taking evaluation datasets.
What frustrates them
- • No community feedback or independent reviews available.
- • Unclear pricing model—contact required for any estimate.
- • Name clashes with popular comic reader app.
- • Unknown reliability at scale without user testimonials.
Researched Jul 3, 2026
ScreenplayIQ
7 mentions across 1 sources · 25% positive — critical
YouTube
What users praise
- • Pay-per-analysis avoids subscription lock-in.
- • Offers box office prediction, a unique feature.
- • Tailored feedback based on script length and TV options.
- • Includes character journey charts and beat sheets.
What frustrates them
- • Reported to nearly ruin a user's script feedback.
- • Expensive per analysis, up to $198.
- • No line-by-line editing, despite expectations.
- • Limited to English scripts only.
Researched Aug 18, 2026
Who should pick which
- Screenwriter looking for market feedbackPick: ScreenplayIQ
ScreenplayIQ provides box office predictions and structural analysis to improve script marketability.
- Producer evaluating script ROIPick: ScreenplayIQ
Its financial forecasting and comparative market data help assess potential returns.
- Voice AI startup needing custom training dataPick: Panels
Panels offers tailor-made, high-quality audio datasets with rigorous QA and iteration.
- Studio executive making slate decisionsPick: ScreenplayIQ
ScreenplayIQ's collaborative workspace and API allow team-based script evaluation.
- Enterprise team evaluating turn-taking modelsPick: Panels
Panels provides multilingual turn-taking evaluation datasets for specific model testing.
Frequently Asked Questions
Panels vs ScreenplayIQ: which should you choose?
ScreenplayIQ and Panels serve entirely different domains—one for script marketability analysis, the other for custom voice AI datasets. Choose ScreenplayIQ if you're a screenwriter or producer needing data-driven feedback on feature film scripts. Choose Panels if you're building voice AI models and require high-quality, tailored audio training data. There is no overlap in use cases.
Can ScreenplayIQ help with grammar or line editing?
No, it focuses on narrative structure and marketability, not line-level editing.
Does Panels offer off-the-shelf datasets?
Not typically; it specializes in custom datasets tailored to client needs.
What script formats does ScreenplayIQ support?
It supports feature film scripts in English up to 150 pages.
Is Panels pricing per dataset or subscription?
Pricing is contact-based and custom, likely depending on dataset size and complexity.
Can I use Panels for real-time voice data?
No, it provides pre-recorded, curated datasets, not real-time collection.
Does ScreenplayIQ integrate with other tools?
Yes, it integrates with PitchTrailer for pitch deck generation.
What languages does Panels support?
It offers multilingual datasets, including turn-taking evaluation in multiple languages.
Can I try ScreenplayIQ for free?
Yes, there is a Free tier with 1 analysis per month.
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Last reviewed: July 3, 2026