TestFit vs Luma
A detailed comparison to help you choose between TestFit and Luma.
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Verdict: Luma wins
Luma scores 4.1/5, edging out TestFit at 4.0/5. Creators and small studios who regularly use two or more video and image models and want one credit balance, drafting in 720p/540p and promoting only finished shots to 1080p HDR.
TestFit AI building feasibility and site planning | Luma AI video and image generation in one workspace | |
|---|---|---|
| Rating | 4.0 (1 review) | 4.1 (1 review) |
| Pricing Model | paid | freemium |
| Starting Price | From $300/mo | Free tier available |
| Best For | Real estate developers, architects, and contractors screening multifamily, industrial, or parking-heavy deals at volume who need feasibility answers with a pro forma attached. | Creators and small studios who regularly use two or more video and image models and want one credit balance, drafting in 720p/540p and promoting only finished shots to 1080p HDR. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | team features | free tierapi access |
| Visit TestFit → | Visit Luma → |
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
Luma
Pros
- + One credit balance covers Luma's Ray3.2/Ray3.14/Uni-1 plus Veo 3.1, Kling 3.0, Seedance, Flux 3, and ElevenLabs audio — cheaper than two or three separate subscriptions if you actually use multiple models
- + Ray3.2 outputs 1080p with 16-bit HDR, which in a third-party scene test produced the most atmospheric shot among the models compared
- + Credit refunds on errored generations, top-up packs ($4 per 1,200 credits) that roll over for 12 months, and commercial rights that survive cancellation
- + Sensible draft economics: 540p or Draft quality runs 20-100 credits per 5-second clip, so Plus's 10,000 credits buys 200-500 iterations before polish
- + Separate API with per-clip pricing (about $0.30 per 5-second 720p Ray3.2 clip) that roughly matches app economics at full utilization
Cons
- - No free tier and no unlimited plan — entry is $25-30/month and the old Dream Machine Unlimited tier is gone
- - Credit costs vary more than 10x across models: a 5-second 1080p Ray3.2 take is 400 credits while a Veo 3.1 second is 280, so plan allowance means little without a budget
- - No official Android video app, and a fake 'Luma Dream Machine' by another publisher charges $9.99/week on Google Play
- - iOS in-app purchase tiers still use old plan names (Lite, Unlimited) that do not match the current web plans (Plus, Pro, Ultra)
- - Ray3.2 has no native audio and clips cap at 10 seconds per generation; monthly credits expire unused
Frequently Asked Questions
Which is better, TestFit or Luma?▼
Luma scores higher at 4.1/5 vs 4.0/5 for TestFit, making it the better-rated option in our comparison.
What is the difference between TestFit and Luma?▼
TestFit: TestFit generates and compares building site layouts against constraints and financial targets, for real estate feasibility studies. Luma: Luma's web app generates and edits video, images and audio from prompts and reference material, with an agent that picks a model for each step. It runs Luma's own Ray and Uni models alongside third-party ones.
Is TestFit or Luma more affordable?▼
TestFit starts at €300/mo, Luma starts at €0/mo. Check the comparison table above for current pricing.
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