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modl.ai vs Rulebook

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

modl.ai compared with Rulebook
Detail modl.aiRulebook logo Rulebook
What it doesAI agents that automate game testing and QA Take your AI support bot from 4/10 to 10/10
StageNot given MVP
FoundedNot given 2026
Based inDK Not given
Pricing modelNot given Free trial
PricingNot given Free during beta. After beta: $29/month (your own AI keys, unlimited runs) or $59/month (AI included, 50 runs/month).
Key features
  • No integration required - test games without SDKs, plugins or code changes
  • Plain language test instructions
  • Automatic bug report generation with severity scores
  • Visual and OCR analysis
  • CI/CD pipeline integration
  • Support for Android and desktop platforms
  • Dynamic gameplay adaptation
  • Video, logs and performance data capture
  • Custom game-specific model training
  • Skill library for player behavior simulation
  • Bot Score: rates bot performance across five dimensions (rules, facts, solutions, tone, trick resistance)
  • Break my bot: 15 adversarial customer scenarios test for vulnerabilities
  • Fix it for me: automatically rewrites rule sheet and tests against saved situations
  • Train my bot: 30-minute automated training on weak spots with test validation
  • GitHub integration: sends improvements as pull requests for engineer approval
  • Real chat analysis: identifies problems in actual customer conversations with privacy masking
  • Knowledge check: validates bot replies against FAQ and policy documents
  • AI comparison: test bot performance across Claude, ChatGPT, and Gemini with costs and speed
  • Open source engine: public GitHub implementation of scoring and testing algorithms
What makes it different
  • No engineering integration needed - QA teams can automate testing independently
  • Visual black-box testing like human testers rather than script-based
  • Test in plain language without scripting
  • Automatic adaptation to game updates
  • Detailed bug reports with visual evidence and severity scores
  • Nothing ships without engineer approval: all changes go through GitHub pull request review
  • Privacy by default: customer data anonymized, keys encrypted, uploads not stored
  • Open source testing engine: full algorithm transparency available on GitHub
  • Works with your existing AI: supports Claude, ChatGPT, and Gemini with user's own keys
  • Unified team experience: one plan covers support, product, and engineering roles
Community votes00
DR (Domain Rating by Ahrefs)50 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)140
Citation Flow (Majestic)280
Referring domains (Majestic)4420

3 details filled in for both companies.

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