We pay for the tools, then we tell you the truth
SubVerdict exists because most AI "best of" lists read like press releases. We do the boring, expensive thing instead: subscribe with our own money, use each tool on real work for weeks, and write down what actually held up.
How we test
Every tool we score follows the same path before it gets a number:
- We buy the plan. No vendor-supplied demo accounts, no special access. We pay what you'd pay, so we hit the same limits and quirks you would.
- We use it on real work. Actual drafts, actual code, actual research and documents — not contrived prompts designed to make a tool look good or bad.
- We give it weeks, not minutes. First impressions lie. We use a tool long enough to get past the honeymoon and find the daily frictions.
- We re-check the facts. Pricing and features move fast. Every review carries a "last verified" date and we revisit popular ones on a schedule.
How scoring works
Each tool gets a single 0–10 verdict. It's an editorial judgement, weighing four things:
- Output quality — is the work it produces actually good?
- Reliability — is it consistently good, or occasionally brilliant and often frustrating?
- Value — quality per dollar, which is why a cheaper tool sometimes outscores a pricier one.
- Day-to-day feel — the friction and small annoyances that specs never capture.
Our independence policy
Some links on this site may be affiliate or sponsored when clearly marked, and we may earn a commission if you subscribe through one of those marked links. That funding keeps the lights on, and it is walled off from editorial. Concretely:
- Affiliate relationships never change a score or a ranking. A tool we earn nothing from can — and does — outrank one we do.
- No vendor sees a review before it's published, and none can pay to change one.
- Sponsored placements (like the exchange option in our payment guide) are clearly labelled as sponsored, every time.
Read the specifics on our affiliate disclosure page.
Why a review site has a "how to pay" section
Because a recommendation you can't act on is useless. Plenty of readers find the right tool and then can't get past checkout — it isn't sold in their country, or it prices in a currency they don't hold. So we maintain a compliant payment guide covering the legal, above-board ways to subscribe from abroad. We don't help anyone bypass sanctions or restrictions, and we don't give financial advice — we just close the gap between "good tool" and "tool you can actually use."
Who's behind the reviews
Marcus Vale — writing & coding tools
Writer and occasional developer who has paid for ChatGPT since 2023 and Claude since early 2026, and uses both daily. Covers general assistants and coding tools.
Dana Okoye — research & workspace tools
Researcher who lives in Perplexity and Notion and judges tools by whether they survive a real, messy workflow. Covers search, research and workspace tools.
Bylines are real people accountable for what they write. Spotted an error or something out of date? Email [email protected] — corrections get made quickly and noted.
Contact
Questions, corrections, or a tool you want us to test: [email protected]. We read everything, even if we can't reply to all of it.