2026 Audit Report

Luma Ray 3 vs You.com Pro

Is Luma Ray 3 worth the premium? Our automated audit reveals a 61% cost difference in production environments.

Last updated: Oct 25, 2026Sources: AxiomGrid Model Wiki · Provider pricing pagesQuality: MEDIUM

Axiom Verdict

"Major efficiency gain. Switching from Luma Ray 3 to You.com Pro cuts costs by half (61%). Recommended for high-volume batch processing."

Key Metrics

Axiom Snapshot
MetricLuma Ray 3You.com Pro
Input / 1M¥273.60¥108.00
Output / 1M¥0.00¥0.00
Cache Read--
Context WindowN/AContext
Max Output1 MinText
MultimodalYesNo
LatencyTBDTBD
Best FitAssetsSearch

Action Plan

  • Migrate high-volume workloads to You.com Pro for immediate cost relief.
  • Keep Luma Ray 3 only for edge-case arbitration and premium reasoning.
  • Set a weekly cost audit to prevent pricing drift.

Methodology

  • Pricing is normalized to cost per 1M input/output tokens for direct comparison.
  • Arbitrage gap compares current input pricing against the higher-priced model.
  • Quality tier reflects pricing completeness, context window, and use-case coverage.

Pricing Matrix

MetricLuma Ray 3You.com Pro
Input / 1M¥273.60¥108.00
Output / 1M¥0.00¥0.00
Cache Read¥0.00¥0.00

Use Case Analysis

Luma Ray 3 Wins
  • Assets
You.com Pro Wins
  • Search

FAQ

Which model is cheaper: Luma Ray 3 or You.com Pro?
You.com Pro shows a 61% cost advantage based on current input pricing.
When should I choose Luma Ray 3?
Luma Ray 3 is best for Assets.
How does the context window compare?
Luma Ray 3 supports N/A context vs You.com Pro at Context.
Which model is better for high-volume routing?
You.com Pro is the recommended L1/L2 router for cost efficiency.
Do cache discounts materially change costs?
Cache pricing is not published for at least one model; treat cache savings as unknown.
How often is this comparison updated?
This audit refreshes as model pricing changes. Last updated Oct 25, 2026.

Performance Radar

Luma Ray 3
You.com Pro

Cost Scaling (Monthly)

Luma Ray 3 vs You.com Pro: 2026 Cost Audit | AxiomGrid