About & methodology

The Verdict Stack judges new AI tools and agents for vibe coders, agent builders and game devs. Tested, not hyped.

How are verdicts decided?

Each tool gets one of four verdicts: Adopt, Try, Watch or Skip, with the reason and sources shown on its page.

Are the tools tested hands-on?

Not yet. Current verdicts are based on research: official docs, changelogs, launch posts and coverage, checked on the date shown. Hands-on testing with published test logs comes next; until then, every verdict is labeled research-based.

Can sponsors buy a verdict?

No. Sponsors can never buy or influence a verdict. Any sponsorship or affiliate link is clearly disclosed.

Where do vendor claims come from?

When a claim (benchmarks, features, costs) comes only from the company, we say so on the tool's page.

How do I get new verdicts?

Subscribe to the free newsletter at theverdictstack.beehiiv.com.

The verdict scale

• Adopt: Proven enough to make part of your stack.
• Try: Worth an afternoon on a test project.
• Watch: Promising, but wait for more evidence.
• Skip: Not worth your time right now.