TestFit
AI-driven site layout and unit-mix generator for residential and mixed-use development feasibility.
3.6 /5 composite score
Best tool for multifamily and mixed-use feasibility; the generative engine is genuinely faster than manual pro forma iteration. Avoid for non-residential typologies -- coverage is thin outside apartment/parking programs.
Rubric Scorecard
| Criterion | Score | Rationale |
|---|---|---|
| Maturity | 4/5 | Founded 2016, v2 platform, named enterprise clients include Perkins & Will, DLR Group, and Prologis. |
| AEC Specificity | 4/5 | Algorithmic feasibility engine with published documentation on zoning parsing and unit-mix optimization; not aiWashing. |
| Integration | 3/5 | Exports DXF and basic BIM; API available for integration with development pro forma tools. |
| Value / Pricing | 3/5 | Annual subscription, base pricing listed on testfit.io; enterprise tiers require a quote. |
| Evidence | 4/5 | Series A funding ($20M, July 2022, led by Parkway Venture Capital); credible AEC-tech press coverage; real production deployments at scale. |
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