Dimension by dimension
Each row is judged on its own. A tool can win on price and lose on reliability without us averaging it into a fake score.
Side by side
Comparisons
Most "X vs Y" pieces pick a winner in the headline and spend the rest of the page defending it. We score each dimension separately, so you can see that one tool wins on cost while losing badly on something else — and decide which of those matters to you.
Head-to-heads
Comparison
Grok vs ChatGPT
One genuine advantage — live knowledge from X — and everything else. Where recency is worth the premium.
22 October 2026 ComparisonPerplexity vs ChatGPT
The answer engine that cites everything, against the assistant that makes things. Two jobs, not one winner.
22 October 2026 ComparisonDeepSeek vs Claude
Open weights and a fraction of the price, against the stronger agent story. A cost argument in capability clothing.
22 October 2026 ComparisonChatGPT vs Gemini
The two strongest consumer assistants. Where the free tier decides it, and where the ecosystem does.
22 October 2026 ComparisonChatGPT vs Claude
Reasoning, coding, cost, context window — and which one fits the work you do all day.
22 October 2026how we compare
Picked by job, not in general
"Better" depends entirely on what you're doing. We give different answers for different kinds of work.
Real usage costs
Headline prices are close to meaningless. We work out what you'd actually pay at the volume you'd use it.
Stuck on a pair we haven't covered?
Tell us which two tools you're weighing up and what you'd be using them for. That context genuinely changes the answer, and it helps us decide what to compare next.