BettaFish vs ScreenplayIQ
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | BettaFish | ScreenplayIQ |
|---|---|---|
| Primary Use | Multi-agent public opinion analysis | Screenplay analysis & box office prediction |
| Key Feature | ForumEngine debate mechanism with 3 agents | Beat sheet, heatmap, market data comparison |
| Target Users | Opinion analysts, social researchers, marketing teams | Screenwriters, producers, studio executives |
| Deployment | Self-hosted (Docker, Python, requires technical setup) | Cloud SaaS (workspace up to 5 users) |
| Language Support | 22 languages (sentiment analysis) | English only (feature films ≤150 pages) |
ScreenplayIQ is best for film professionals wanting data-driven script marketability forecasts with ready-to-use SaaS. BettaFish suits technical teams needing customizable, multi-source public opinion analysis with agent debate capabilities. Choose ScreenplayIQ if you need immediate screenplay insights; choose BettaFish if you can self-host and require deep social media monitoring.

Open-source multi-agent public opinion analysis across 30+ platforms, with an LLM debate moderator.
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AI screenplay analysis on your draft — logline, comps, character emotional journey charts, and inline proofread fixes
Visit WebsiteWho should pick which
- Film producer evaluating a script's box office potentialPick: ScreenplayIQ
ScreenplayIQ provides direct box office prediction, comparative market data, and structural feedback tailored for feature films.
- Social media analyst monitoring brand sentiment across platformsPick: BettaFish
BettaFish's multi-source scraping, multi-agent analysis, and sentiment analysis in 22 languages fit this need perfectly.
- Solo screenwriter seeking free script feedbackPick: ScreenplayIQ
ScreenplayIQ's free tier offers one analysis per month, no technical setup needed, and includes beat sheet and pacing analysis.
- Academic researcher studying online public opinion dynamicsPick: BettaFish
BettaFish's debate mechanism, customizable agents, and in-depth cross-platform analysis support rigorous research.
- TV writer or short filmmakerPick: BettaFish
ScreenplayIQ is limited to feature films ≤150 pages. BettaFish does not analyze scripts but can be used for other text analysis if needed.
Frequently Asked Questions
BettaFish vs ScreenplayIQ: which should you choose?
ScreenplayIQ is best for film professionals wanting data-driven script marketability forecasts with ready-to-use SaaS. BettaFish suits technical teams needing customizable, multi-source public opinion analysis with agent debate capabilities. Choose ScreenplayIQ if you need immediate screenplay insights; choose BettaFish if you can self-host and require deep social media monitoring.
Does ScreenplayIQ support TV scripts or short films?
No, it only supports English feature films; scripts over 150 pages may fail, and TV/short formats are not supported.
Can BettaFish analyze scripts?
No, BettaFish is designed for public opinion analysis from social media and news, not for screenplay analysis.
Is BettaFish free to use?
Yes, it's open-source and free, but you must pay for your own LLM API keys and server hosting (e.g., cloud VPS).
What languages does BettaFish support?
It supports 22 languages for sentiment analysis via fine-tuned BERT/GPT2/Qwen models.
Does ScreenplayIQ offer API access?
Yes, on the Studio tier ($49/mo) it includes API access and a collaborative workspace for up to 5 users.
Which tool is easier for non-technical users?
ScreenplayIQ is a SaaS with a web interface, no setup required. BettaFish requires Docker, Python, and API configuration, suitable for developers.
Can I use BettaFish for real-time monitoring?
BettaFish is designed for deep analysis, not real-time streaming. For high-frequency monitoring, consider other tools.
Does ScreenplayIQ integrate with other tools?
It integrates with PitchTrailer for pitch deck generation; no other integrations are mentioned.
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Last reviewed: July 3, 2026