BettaFish vs ScreenplayIQ

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-09
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At a glance

DimensionBettaFishScreenplayIQ
Primary UseMulti-agent public opinion analysisScreenplay analysis & box office prediction
Key FeatureForumEngine debate mechanism with 3 agentsBeat sheet, heatmap, market data comparison
Target UsersOpinion analysts, social researchers, marketing teamsScreenwriters, producers, studio executives
DeploymentSelf-hosted (Docker, Python, requires technical setup)Cloud SaaS (workspace up to 5 users)
Language Support22 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.

BettaFish
BettaFish

Open-source multi-agent public opinion analysis across 30+ platforms, with an LLM debate moderator.

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis on your draft — logline, comps, character emotional journey charts, and inline proofread fixes

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Pricing
Free
Paid
Plans
$0/mo
~$24 TV / ~$38 Feature (based on page length)
~$48 TV / ~$78 Feature (based on page length)
~$60 TV / ~$98 Feature (based on page length)
~$24 TV / ~$38 Feature
Popularity
13 views
7.5k views
Skill Level
Advanced
Intermediate
API Available
Platforms
Web
WebAPI
Categories
🔭 Market & Competitive Intelligence📊 Data & Analytics🕸️ Agent Frameworks & Orchestration
📖 Fiction & Screenwriting
Features
Multi-source collection from 30+ platforms via the MindSpider crawler running 24/7
QueryEngine web and news search on DeepSeek Chat
MediaEngine multimodal analysis of video, image and structured cards on Gemini 2.5 Pro
InsightEngine private database mining and keyword optimization on Kimi K2
ForumEngine debate moderator using chain-of-thought collision across agent logs
Parallel execution of three analysis agents with distinct LLM backends and tool sets
Five-level multilingual sentiment classification across 22 languages
Report pipeline: template selection, layout, chapter generation, rendering
Report output as HTML, PDF or Markdown with chart and table validation
JSON IR schema pipeline with error handling and repair
Public-private data fusion via PostgreSQL/MySQL connectors
Flask web application for orchestration and API routing
Streamlit dashboards for per-agent analysis views
WebSocket and SSE streaming for console logs and report progress
Qwen-based keyword optimizer for SQL query expansion
Generate a logline from a full screenplay draft
Surface comparable films and TV shows for market fit
Break a script into structured story points
Produce a full synopsis without reading the whole draft
Write character synopses for the full cast
Create visual representations of characters
Chart each character's emotional journey across the script
Deliver a full assessment analysis of the draft
Break down the story's themes
Proofread report with inline highlights on every issue
Recommend a fix for each flagged issue
Build a custom analysis package outside the presets
Price analysis by page length, quoted separately for TV and features
Store uploaded scripts in encrypted, siloed storage
WGA-compliant handling of submitted scripts
Integrations
PostgreSQL
MySQL
Docker
Playwright
Tavily
Bocha
Anspire
Gemini
DeepSeek
Kimi
Qwen
Flask
Streamlit

Who should pick which

  • Film producer evaluating a script's box office potential
    Pick: ScreenplayIQ

    ScreenplayIQ provides direct box office prediction, comparative market data, and structural feedback tailored for feature films.

  • Social media analyst monitoring brand sentiment across platforms
    Pick: BettaFish

    BettaFish's multi-source scraping, multi-agent analysis, and sentiment analysis in 22 languages fit this need perfectly.

  • Solo screenwriter seeking free script feedback
    Pick: 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 dynamics
    Pick: BettaFish

    BettaFish's debate mechanism, customizable agents, and in-depth cross-platform analysis support rigorous research.

  • TV writer or short filmmaker
    Pick: 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