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ALICE vs nPlan

Two AI-first scheduling tools aimed at large capital projects. ALICE generates and optimizes schedule scenarios; nPlan forecasts schedule risk from historical schedule data. Neither is in a planned benchmark round. Compared using only vendor-published facts.

DESK RESEARCH, NOT TESTED. Compiled from vendors' public websites (accessed Oct 14, 2026). Vendor claims are not verified by Means & Methods Lab. No scores or rankings.

Side by side

ALICE vs nPlan: vendor-published facts side by side
Sheet rowALICEnPlan
CategorySchedulingScheduling & risk
AI role (our label)AI-firstAI-first
What it doesAI construction planning and scheduling software ("generative scheduling") that simulates many construction scenarios ("what-if" exploration) to optimize, de-risk, and recover schedules, usable at bid stage and during construction. Products listed: ALICE Optimize, ALICE Analyze, ALICE Model (baseline from a 3D model), and ALICE FieldPlan (beta), plus a Schedule Insights Agent for chatting with a schedule. Imports Microsoft Project, Oracle Primavera P6, and Primavera Cloud schedules. Vendor says it has been deployed on more than $410 billion of construction projects (vendor claim).AI for project controls trained on a dataset the vendor says contains 750,000+ historical schedules (over $2Tn of construction spend). Four use cases: Plan (generate schedules from scope documents, check schedule integrity), Assure (activity-level uncertainty forecasts), De-risk (flag risky activities and check them against your risk register), and Deliver (project and portfolio summaries). Products: Portfolio, Insights, Schedule Studio, and Schedule Integrity Checker; vendor says Schedule Studio connects to Claude and ChatGPT and exports XER. Works with existing schedules. Sectors listed include highways, rail, and heavy infrastructure.
Who it's forOwners, contractors, and consultants. Pricing FAQ says it is most often used by GCs and owners in infrastructure, industrial, and commercial sectors, generally on projects of at least $75M construction value.Project owners and contractors' project controls teams.
Pricing (as publicly stated)Not publicly listed (pricing page says pricing is based on the size and scope of your projects, by custom quote; it lists unlimited users and unlimited data).Not publicly listed (no public pricing page found).
Test statusNot tested. No scores.Not tested. No scores.
Vendor links
Sources

Facts last checked: Oct 14, 2026. Prices change; check the vendor page before relying on them.

Where the vendor descriptions differ

Paraphrased from the sources listed above. Vendor claims are reported as claims.

What we can't tell you yet

Which tool is better for your work. That needs testing on the same package with a verified answer key. Planned measures for this comparison:

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