Prompts Testing
Hundreds of Hours. 500+ Prompts. Zero Compromises.
We spent hundreds of hours testing over 500 prompts to make sure the OffGrid AI Toolkit delivers when it matters most — with strict scoring, harsh evaluators, and only A-grade prompts making it into the library.
📏 Strict Evaluator Prompt
Every prompt had to survive a ruthless grading system before it was allowed into the toolkit.
You can see the original evaluator prompt and notes here: View Strict Evaluator Prompt →
Bottom line: If a prompt didn’t score at least 9.0 out of 10 in both Accuracy and Clarity, it didn’t make it into the OffGrid AI Toolkit.
🧪 Prompt Testing Methodology
The prompts in the OffGrid AI Toolkit are not “first draft” prompts. Each one went through multiple rounds of testing across different models, with strict scoring criteria and a high bar for survival, navigation, medical, and technical topics.
Accuracy Criteria
- Technical correctness verified
- Safety warnings included where appropriate
- Practical in real-world field conditions
- No dangerous misinformation
Clarity Criteria
- Instructions are clear and actionable
- Logical step-by-step flow
- Appropriate level of detail
- No ambiguous or confusing guidance
A-Grade Standards
- Accuracy score ≥ 9.0 / 10
- Clarity score ≥ 9.0 / 10
- Tested on 3 different models
- Must pass on at least one model
🔥 Example Test Results
Same prompt. Different models. Only the best combinations earned an A-grade.
📊 Performance Analytics
After running hundreds of prompts across multiple categories, strong patterns emerged. Gemma3 models consistently achieved high pass rates and strong accuracy/clarity scores across survival, navigation, medical, and technical topics.
Pass Rate by Model
Average Scores by Category
Complete Transparency
We believe in radical transparency. Every test, every score, every failure — it’s all here.
Hundreds of pages, up to 100 tabs per document — the complete prompt testing archive.
View Full Testing Logs →Own the Only AI That Works Anywhere.
From deserts to data centers, intelligence that works anywhere — private, powerful, and off-grid.
Imagine never worrying about who’s watching your searches. Never depending on an internet connection for critical information. Never paying monthly subscriptions to access your own data.
The OffGrid AI Toolkit isn’t just a product — it’s a declaration of independence. It’s choosing self-reliance over dependency. Privacy over surveillance. Ownership over rental.