OpenJudge vs ScreenplayIQ
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | OpenJudge | ScreenplayIQ |
|---|---|---|
| Target Users | AI/ML engineers, research teams, QA teams | Screenwriters, producers, studio executives |
| Key Features | 50+ graders, agent eval, multimodal, code/math eval | Script analysis, box office prediction, pitch deck generation |
| Output Quality | Production-grade evaluation with benchmark validation | Structural feedback with market data comparisons |
| Integrations | LangSmith, Langfuse, VERL | PitchTrailer |
| Business Logic | Open-source community with optional self-hosting | For-profit SaaS with free tier |
ScreenplayIQ and OpenJudge serve completely different markets: ScreenplayIQ is a niche tool for screenwriters and producers seeking financial predictions on feature film scripts, while OpenJudge is a comprehensive open-source evaluation framework for AI engineers. A buyer should choose based on domain: if you're in film production, go with ScreenplayIQ; if you're evaluating LLMs or AI agents, OpenJudge is the clear choice.
Open-source AI evaluation framework with 50+ production-grade graders for agents, multimodal, code, and math.
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What real users say: OpenJudge 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.
OpenJudge
1 mentions across 1 sources · 60% positive — mixed (averaged across 1 source)
GitHub
What users praise
- • 50+ production-grade graders cover agents, LLMs, multimodal, code, math.
- • Flexible grader creation: rules, zero-shot rubric, data-driven, custom models.
- • Integrates with observability platforms like LangSmith and Langfuse.
- • Supports RL training via VERL for turning evaluations into reward signals.
What frustrates them
- • Very early-stage project with minimal community presence.
- • Documentation is sparse, especially for advanced features.
- • Only 705 GitHub stars indicate low adoption so far.
- • No clear roadmap or release history for major versions.
Researched Jul 3, 2026
ScreenplayIQ
No verifiable community signal. We scanned public discussion on Sep 8, 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
- Screenwriter seeking marketability feedbackPick: ScreenplayIQ
ScreenplayIQ provides structural feedback and box office prediction, directly addressing the need for script marketability analysis.
- AI/ML engineer evaluating LLM agentsPick: OpenJudge
OpenJudge offers 50+ graders including agent lifecycle evaluation, and integrates with observability and RL training tools.
- Producer assessing script ROIPick: ScreenplayIQ
ScreenplayIQ's box office prediction and comparative market data help producers evaluate potential returns.
- Research team benchmarking multimodal modelsPick: OpenJudge
OpenJudge supports multimodal evaluation for image and video, and includes PawBench for comprehensive benchmarks.
- Small studio needing collaborative script analysisPick: ScreenplayIQ
The Studio plan ($49/mo) enables up to 5 users to collaborate on script analysis with shared reports.
Frequently Asked Questions
OpenJudge vs ScreenplayIQ: which should you choose?
ScreenplayIQ and OpenJudge serve completely different markets: ScreenplayIQ is a niche tool for screenwriters and producers seeking financial predictions on feature film scripts, while OpenJudge is a comprehensive open-source evaluation framework for AI engineers. A buyer should choose based on domain: if you're in film production, go with ScreenplayIQ; if you're evaluating LLMs or AI agents, OpenJudge is the clear choice.
Can I use ScreenplayIQ for TV scripts or short films?
No, ScreenplayIQ only supports English feature films and has a 150-page limit.
Does OpenJudge provide a free tier?
Yes, OpenJudge is entirely free and open-source, with no paid tiers.
Does ScreenplayIQ offer API access?
Yes, API access is included in the Studio plan ($49/mo).
Can I build custom evaluation graders with OpenJudge?
Yes, OpenJudge supports custom grader building using rules, zero-shot rubrics, data-driven approaches, and even training custom judge models.
Which integrations does ScreenplayIQ support?
ScreenplayIQ integrates with PitchTrailer for pitch deck generation.
Which integrations does OpenJudge support?
OpenJudge integrates with LangSmith, Langfuse, and VERL.
Can OpenJudge evaluate multimodal content?
Yes, OpenJudge includes graders for image and video evaluation.
Is there a limit on script length in ScreenplayIQ?
Yes, ScreenplayIQ's AI context window limits scripts to 150 pages.
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Last reviewed: July 3, 2026