Skybox AI vs TestFit
A detailed comparison to help you choose between Skybox AI and TestFit.
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Verdict: TestFit wins
TestFit scores 4.0/5, edging out Skybox AI at 3.8/5. Real estate developers, architects, and contractors screening multifamily, industrial, or parking-heavy deals at volume who need feasibility answers with a pro forma attached.
Skybox AI Generate 360 degree environments and skyboxes | TestFit AI building feasibility and site planning | |
|---|---|---|
| Rating | 3.8 (1 review) | 4.0 (1 review) |
| Pricing Model | freemium | paid |
| Starting Price | Free tier available | From $300/mo |
| Best For | Game, XR and virtual-production teams that need 360-degree background environments, HDRI lighting and API batch generation fast, without full 3D scene authoring. | Real estate developers, architects, and contractors screening multifamily, industrial, or parking-heavy deals at volume who need feasibility answers with a pro forma attached. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | free tierapi access | team features |
| Visit Skybox AI → | Visit TestFit → |
Skybox AI
Pros
- + Full 360-degree equirectangular output with no wrap seam in my runs; Blockade Labs advertises generation as fast as 15 seconds and my sessions matched that
- + One generation yields PNG, HDRI (EXR/HDR), depth map, cube map, video and GLB mesh exports via documented API routes
- + Remix preserves composition while changing style, weather or time of day, which made iterating on an approved backdrop cheap
- + Public per-seat pricing with explicit credit allotments (100/300/500) and documented per-plan batch limits in the API docs
- + Unity plugin and Mesh Creator let me push a generated environment straight into a scene as a prefab
Cons
- - Model 4, the newest model, caps exports at 4K and has no depth-map export; 8K and 16K still depend on Model 3 and plan tier
- - The free preview cannot export anything, so real evaluation requires a paid plan
- - Nothing beyond 360 environments: no objects, characters, PBR sets or editable scene graphs
- - Credits reset monthly with no rollover, and 16K Business exports consume allotments quickly
- - IP-protection terms are only offered on the $112/month Business plan
TestFit
Pros
- + Live re-ranking of schemes against yield, FAR, and unit count turned a change I made to the unit mix into a re-scored shortlist within seconds
- + Generative design produces thousands of ranked scheme variations in seconds, so discarding bad options costs almost nothing
- + Pro Forma stays bound to the geometry — layout edits move return on cost without a separate spreadsheet pass
- + Parking Solver at $175/month billed annually includes unlimited users, which is unusual at this price point
- + Export paths to AutoCAD (DXF), SketchUp (SKP), Revit, glTF, CSV, and PDF make the handoff to design teams straightforward
Cons
- - Generative design sits behind Site Solver at $10,000+/year, so small practices are effectively priced out
- - Output is feasibility-grade: unit plans show zones and approximate dimensions, not designed rooms
- - Manual override mode is clunky when you need exact placements — the same complaint shows up in G2 and Capterra reviews
- - US-centric zoning and code framing; data layers like parcels and flood zones may be missing outside the US
- - Independent reviewers report struggles on small irregular urban lots and occasional glitches or crashes
Frequently Asked Questions
Which is better, Skybox AI or TestFit?▼
TestFit scores higher at 4.0/5 vs 3.8/5 for Skybox AI, making it the better-rated option in our comparison.
What is the difference between Skybox AI and TestFit?▼
Skybox AI: Skybox AI from Blockade Labs generates 360-degree environments and skyboxes from a text prompt, for games and 3D scenes. TestFit: TestFit generates and compares building site layouts against constraints and financial targets, for real estate feasibility studies.
Is Skybox AI or TestFit more affordable?▼
Skybox AI starts at €0/mo, TestFit starts at €300/mo. Check the comparison table above for current pricing.
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