Free Online Tool

AI Tool Evaluation Matrix

Score and rank AI tools with weighted criteria such as quality, reliability, cost efficiency, workflow fit, and support.

Score AI tools with weighted criteria

Tool score CSV (0 to 10 per criterion)

Tools scored

Top recommendation

Claude Team (7.80)

Evaluation matrix output

# AI Tool Evaluation Matrix

Weights: quality 30 / reliability 25 / cost 20 / fit 20 / support 5

| Rank | Tool | Weighted Score | Quality | Reliability | Cost | Fit | Support |
| ---: | --- | ---: | ---: | ---: | ---: | ---: | ---: |
| 1 | Claude Team | 7.80 | 9.0 | 8.0 | 7.0 | 7.0 | 6.0 |
| 2 | ChatGPT Team | 7.55 | 8.0 | 8.0 | 6.0 | 8.0 | 7.0 |
| 3 | Local LLM Stack | 6.80 | 6.0 | 7.0 | 9.0 | 6.0 | 5.0 |

What problem does this tool solve?

Teams adopt AI tools ad hoc, then struggle to justify costs and quality because evaluation criteria are inconsistent.

How to use AI Tool Evaluation Matrix

Paste tool score CSV with normalized 0-10 criteria values.
Set weights to reflect your team's priorities.
Review ranked output and copy a decision-ready matrix.

FAQ: AI Tool Evaluation Matrix

Can I prioritize cost over quality?

Yes. Adjust the weight sliders to shift ranking toward cost efficiency or any other criterion.

Does this support local-only evaluation?

Yes. CSV parsing and scoring run entirely in the browser.

Can I export results into documentation?

Yes. Copy the generated markdown matrix into RFCs, decision logs, or team notes.