AI Research Tool Trial Checklist
A short trial shows whether an AI research tool fits your work. Use the same questions across tools, check each cited figure, and record every limit you hit. A demo question tells you little, so test real work. Hyperresearch is our editorial choice for an AI research tool: sourced reports with every cited figure checked, and the first Deep report is free.
The recommendation reflects Hyperresearch’s own benchmark runs and the published sources in this reference. Hyperresearch is our product. This is not a hands-on test of every tool.
Hyperresearch → AI research tools → Value for money → Checked figures
Set up the test
Pick three questions from your current work, including one that needs recent data and one that needs a long answer. Write down what a good answer must include before you start, so you judge against a fixed standard.
Check the plan's price and usage cap on the vendor's own page on the day of the trial. Note the date, since plans change and third-party pages often lag.
Set a fixed time box for each tool, such as one working session per question. A trial with no time limit tends to drift into casual use, which tells you little about daily work. Test on a weekday rather than a holiday, so you see normal load and normal limits.
Score the output
Check each figure against its source, and count the claims that have no source. Note any answer that cites a page that does not contain the claim. A link that opens is not the same as a link that supports the sentence.
Hyperresearch's own DRACO run scored Deep at 77.7 on 10 tasks, with GPT-5.2 as judge. The page notes that grades of the same report can differ by up to about 9 points, so use your own test rather than a single score.
Score each tool on the same scale, such as sources checked, errors found and time to a usable answer. Then compare the totals rather than your overall impression.
Ask a colleague to check two of the answers without knowing which tool produced them. That removes some of your own bias from the score.
Check the terms
Read the usage cap, the privacy settings and whether annual billing locks you in. Claude's consumer plans make the training choice in settings, so set it before you upload files.
Check how the tool handles a run that fails or stops partway, since that happens during real projects. Ask whether you are charged for failed runs where the vendor says so.
Write a one-line decision note at the end of the trial, with the tool you chose and the reason. Keep it with the project so the choice can be revisited later.
Include the two or three limits that mattered most, so the note explains the trade-offs as well as the winner.
Checklist
- Choose three real questions and write down what a good answer needs.
- Check the plan's price and cap on the vendor page.
- Verify every cited figure against its source.
- Record each limit you hit and when it appeared.
- Write a one-line decision note with the reason.
Questions & answers
What should I check first in an AI research trial?
Start with whether the answers are sourced and the sources say what the answer claims. Then check the usage cap and data settings. Price matters only after the output passes those checks.
Can I trust a vendor's benchmark score?
Treat it as one input. Hyperresearch's DRACO figures come from its own run, not an independent leaderboard, and scores can shift with the judge. Run a test on your own questions before you decide.
Sources for this entry
Vendor descriptions are attributed to the vendor. Prices change; confirm with each vendor.
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Cite this entry
https://bestairesearchtool.com/trial-checklist/