How We Test AI Tools

Every tool reviewed on AI Tools Crate is tested hands-on by Fredrik Halvorsen using real workflows over a minimum of one week. Here's exactly how we evaluate tools and what drives our ratings.

Who Does the Testing

I'm Fredrik, the founder of AI Tools Crate. I have a background in software development and digital marketing, and I use AI tools daily — for writing, coding, research, content creation, and workflow automation. I test tools personally rather than delegating to a team, which means every review reflects direct, firsthand experience.

I've evaluated over 50 AI tools since starting this site. Some I use daily. Some I tried once and won't touch again. The reviews reflect that honest range.

Our Testing Process

1. Free Trial or Paid Access

I sign up for every tool I review — usually starting with the free tier to understand the baseline experience, then upgrading to a paid plan when the review warrants it. I don't accept sponsored reviews or free access in exchange for positive coverage. If a company provides trial access, I disclose this in the review.

2. Minimum One Week of Real Use

First impressions are unreliable. I use every tool for at least a week in real working conditions — not just running demo prompts. This means using AI writing tools to draft actual articles, using coding assistants on real code, using productivity tools in my actual workflow. Edge cases and limitations only emerge with sustained use.

3. Standardized Test Tasks

For comparison articles (e.g., ChatGPT vs Claude vs Gemini), I run the same set of tasks through each tool so results are directly comparable:

• A long-form writing task (1,000+ word article on a specific topic)
• A summarization task (condensing a lengthy document)
• A reasoning task (multi-step problem solving)
• A code generation task (writing a function from a description)
• A creative task (brainstorming, ideation, or storytelling)

I evaluate output quality, instruction-following accuracy, and how much editing the output requires before it's usable.

4. Pricing and Value Analysis

I research all pricing tiers at time of writing and calculate the true cost for realistic usage levels — not just the base plan. I also factor in what you get at each tier relative to competitors. Pricing changes frequently, so I note the date of each review and recommend checking the tool's website for current pricing.

5. Checking User Feedback

Beyond my own testing, I consult real user reviews on G2, Trustpilot, Product Hunt, and Reddit. Patterns in user complaints often surface issues that don't appear in short-term individual testing — particularly around customer support, billing, and long-term reliability.

Rating Criteria

When I rate or rank tools, I evaluate them across five dimensions:

• Output quality — Does it actually produce good results? How much editing is required?
• Ease of use — How steep is the learning curve? Can a non-technical person use it effectively?
• Reliability — Does it work consistently, or does it fail unpredictably?
• Value for money — Is the price justified relative to what you get and what alternatives cost?
• Unique features — Does it offer something competitors don't?

How We Stay Objective

Objectivity is hard in a space where most AI tool coverage is driven by affiliate commissions or PR relationships. Here's what we do to stay honest:

• We recommend free alternatives when they genuinely serve most users better than paid tools
• We point out limitations even for tools we recommend — every tool has weaknesses worth knowing
• We update reviews when tools change significantly, rather than letting outdated information mislead readers
• We disclose affiliate relationships in every article that contains affiliate links
• We don't accept payment for reviews — our editorial decisions are not for sale

When Reviews Were Written

AI tools change rapidly. A tool that was best-in-class six months ago may have been surpassed. Every review includes a publication date, and we update articles when major changes occur. If you spot outdated information, please contact us — we appreciate the heads up.

Questions About Our Process?

If you have questions about how we tested a specific tool, or want to suggest a tool for review, reach out on our contact page. We read every message.