Model the real workflow
We map the people, tools, handoffs, and success criteria of the actual work before we look at any product.
About Benchology
We benchmark what enterprise AI actually delivers.
Enterprise AI is bought on demos and promises. Benchology exists to replace that with evidence — we run competing products through the same real work, under the same conditions, and measure what each one actually delivers.
Why we exist
Evidence, not claims.
Teams are asked to bet real budgets and real workflows on AI products that all demo well. We built Benchology so those decisions rest on measured results — the same task, the same inputs, and the same success criteria applied to every product we test.
Independent — we take no payment from the vendors we evaluate
Reproducible — the same task, inputs, and success criteria every run
Transparent — full methodology and evidence published alongside every score
Practical — we test complete products in real workflows, not models in isolation
How we work
One method, applied the same way every time.
Map the market
We find every product that claims to serve that workflow and qualify the ones that genuinely fit the task.
Run the same test
Each qualified product runs the identical task, with identical inputs, under identical conditions.
Publish the evidence
Every score is backed by the observed output, sources, errors, time, and cost from the run — open to inspect.
Schedule a demo
Run the same test on your workflow.
Bring your requirements and your shortlist. We'll run one free evaluation and show you the evidence.
Schedule a demo