aifluent pricing is structured like a custom enterprise work sample engagement, not a self-serve testing tool. Start with a pilot, validate the signal in debrief, then expand role by role.
Free pilots through 2026 · paid annual contracts from January 2027
Pilot cohort
$0
free through 2026
A scoped pilot for one role work sample:
2027 pricing hypothesis
$500/mo
$6,000 billed annually · pricing hypothesis
$500/role/month is a working anchor for buyer discovery, not a final price. The number resets when our first paid pilots close.
Everything in Discovery Pilot, plus:
Portfolio expansion
Custom Pricing
multi-role expansion
For enterprise teams expanding across functions:
how aifluent compares
| Mechanism | aifluent | HackerRank / CodeSignal | Karat | TestGorilla | Maki |
|---|---|---|---|---|---|
| Custom work sample per role | Yes | No | partial | No | No |
| Controlled approved AI stack | Yes | partial | No | No | No |
| Audit-ready report | Yes | No | partial | No | No |
| Human-decision boundary | Yes | soft | Yes | soft | No |
✓ explicit commitment · partial = limited scope · soft = stated but not contractual · ✗ not provided
Comparison reflects publicly available product information as of May 2026. We update this strip when competitors change their stack.
pricing principle
aifluent is not priced like a question bank or seat-based SaaS. The value is the controlled environment, approved stack, evidence rules, reviewer artifact, and operating support around one role.
Opening package: one role, one approved work sample, one defensible methodology your team can review.
Final pricing still needs live buyer validation. The paid package stays labeled as a hypothesis so the team can sell honestly while learning.
pilot terms
Commercial terms should stay tied to assessment quality, controlled evaluation, audit-ready evidence, and role-by-role rollout, not generic seats.
human-decision boundary
aifluent never auto-rejects, auto-ranks, or auto-advances. Every work sample is reviewed by a person.
