Benchmarks

Same image, same quality bar — how AlphaRender compares to farms, studios and generic AI.

Head to head

One photoreal image — measured March 2026

Time to one photoreal image

AlphaRender
68 s
Generic AI tools
~5 min
Render farm
6–12 h
CGI studio
3–5 days

Cost per image

AlphaRender
$0.66
Generic AI tools
$3–5
Render farm
$40–80
Outsourced studio
$120+

Design options per hour

AlphaRender
≈ 200
Generic AI tools
~15
Render farm
1–2
CGI studio
< 1

The revision round

From client comment to updated board

Time to a 10-option revision round

AlphaRender
41 min
Generic AI tools
2–3 h
Render farm
1–2 days
CGI studio
1–2 weeks

Cost of a revision round

AlphaRender
$6.60
Generic AI tools
$30–50
Render farm
$80–160
Outsourced studio
$500+

Concepts explored per project

AlphaRender
≈ 60
Generic AI tools
~10
Render farm
2–3
CGI studio
1–2

Methodology

How we measured — and what to keep in mind

Setup

  • Same OBJ scene, camera and brief for every tool
  • Standard mode, 1080p base output
  • Production servers, March 2026

Quality bar

  • Client-ready photoreal, no cherry-picking
  • First acceptable image counts — not the best
  • Judged by working archviz artists

What we compared

  • Generic AI: prompt-based image tools
  • Render farm: distributed V-Ray / Corona
  • CGI studio: outsourced, brief to delivery

Caveats

  • Scene complexity moves render times
  • Farm and studio rates vary by region
  • Full method notes available on request

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