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Davis AI vs TestFit

Two routes to early feasibility for developers: Davis AI delivers studies as a service; TestFit sells software your team runs.

DESK RESEARCH, NOT TESTED. Compiled from vendors' public websites (accessed Davis AI Oct 15, 2026; TestFit Oct 14, 2026). Vendor claims are not verified by Means & Methods Lab. No scores or rankings.

Side by side

Davis AI vs TestFit: vendor-published facts side by side
Sheet rowDavis AITestFit
CategoryAI feasibility & design service for real estateSite feasibility & generative design
AI role (our label)AI-firstAI features added to established product
What it doesParis-based firm that says it delivers feasibility studies and architectural designs in days, not months, pairing AI with architect judgment at each stage. It says it does not sell software but delivers results. Listed services: feasibility studies, regulatory analysis, investment analysis, volumetrics, floorplans, unit-mix optimization and space planning. Site announces a $5.5M raise.Real estate feasibility platform that starts from what the vendor calls an AI-generated site plan you can edit: parcel mapping, road layout, turning radii, topography, parking automation, 2D/3D massing, a pro forma synced to the layout, and automatic takeoffs for parking, infrastructure, and earthwork (including cut and fill). Generative design and an MCP connection are on Site Solver. Exports to Revit, AutoCAD, SketchUp, Excel, and PDF. Vendor cites 6,200+ users (vendor claim).
Who it's forReal estate developers and investors evaluating sites and early designs.Developers, architects, contractors, and civil engineers on the deal team.
Pricing (as publicly stated)Not publicly listed (site routes to a demo). (Checked Oct 15, 2026.)Parking Solver $195/month billed monthly (unlimited users; Pro Forma add-on +$170/mo). Site Solver from $15,000/year billed annually (adds generative design, MCP, dedicated onboarding). Site Solver Portfolio from $20,000/year. (Checked Oct 14, 2026.)
Test statusNot tested. No scores.Not tested. No scores.
Vendor links
Sources

Facts last checked: Davis AI Oct 15, 2026; TestFit 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:

See the methodology and leaderboard status.

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