Ruthless Guidelines
Apr 16, 2026 · 2 min read

How to get the most out of Ruthless Evaluator

Learn how to use iteration, key improvements, subcriterion analysis, and version comparison to improve proposal quality in a disciplined and efficient way.

How to get the most out of Ruthless Evaluator - EU funding proposal evaluation context

How to get the most out of Ruthless Evaluator

This video explains the best way to use Ruthless Evaluator as an iteration tool, not just as a one-off review. The goal is to identify the weakest parts of the proposal, improve them in order of priority, and measure progress over time.

How to get the most out of Ruthless Evaluator

What you will learn

  • How to identify the weakest sections of a proposal
  • Why Key Improvements should guide your revision order
  • How to use subcriterion classifications to make better decisions
  • Why comparing versions is one of the most useful features in the platform
  • Why you should focus on classification quality instead of chasing a perfect number

Why this matters

The strongest use of Ruthless Evaluator is iterative improvement. A proposal rarely becomes competitive in one pass. Real progress comes from identifying the most damaging weaknesses, fixing them, and validating that the changes improve the evaluation outcome.

Main ideas covered in the video

1. Start from My Projects

This is where you can review all proposals, inspect the latest version, and open detailed results.

2. Focus on the weakest areas first

Use the section scores, subcriterion classifications, and Key Improvements block to identify what needs urgent attention.

3. Do not treat all sections as equally urgent

If one section is already very good or excellent, and another contains average or poor subcriteria, your priority is clear.

4. Improve the proposal and re-run the evaluation

Once revisions are made, run a new version using the same project acronym so that progress can be tracked properly.

5. Use comparison to validate progress

The Compare With feature helps you verify whether changes improved the weakest subcriteria and whether any trade-offs were introduced elsewhere.

A critical mindset

Do not chase a perfect score in every line item. Small differences can appear between evaluations, and this is normal. What matters most is whether the proposal consistently reaches very good or excellent across subcriteria and whether major weaknesses have been eliminated.

Final note

When used properly, Ruthless Evaluator becomes a disciplined revision system. It helps proposal teams move from broad feedback to prioritized action and measurable improvement.

Next step

Run an evaluator grade review on the draft

Upload a version, select programme context, and get structured feedback you can act on.

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