2026 Audit Report

GPT-5.2 Pro vs Runway Gen-4

Is GPT-5.2 Pro worth the premium? Our automated audit reveals a 53% cost difference in production environments.

Last updated: Oct 22, 2026Sources: AxiomGrid Model Wiki · Provider pricing pagesQuality: HIGH

Axiom Verdict

"Major efficiency gain. Switching from Runway Gen-4 to GPT-5.2 Pro cuts costs by half (53%). Recommended for high-volume batch processing."

Key Metrics

Axiom Snapshot
MetricGPT-5.2 ProRunway Gen-4
Input / 1M19,32 €41,40 €
Output / 1M154,56 €0,00 €
Cache Read--
Context Window512KN/A
Max Output16K1 Min
MultimodalYesYes
LatencyTBDTBD
Best FitArbitrationAds

Action Plan

  • Migrate high-volume workloads to Runway Gen-4 for immediate cost relief.
  • Keep GPT-5.2 Pro 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

MetricGPT-5.2 ProRunway Gen-4
Input / 1M19,32 €41,40 €
Output / 1M154,56 €0,00 €
Cache Read0,00 €0,00 €

Use Case Analysis

GPT-5.2 Pro Wins
  • Arbitration
Runway Gen-4 Wins
  • Ads

FAQ

Which model is cheaper: GPT-5.2 Pro or Runway Gen-4?
Runway Gen-4 shows a 53% cost advantage based on current input pricing.
When should I choose GPT-5.2 Pro?
GPT-5.2 Pro is best for Arbitration.
How does the context window compare?
GPT-5.2 Pro supports 512K context vs Runway Gen-4 at N/A.
Which model is better for high-volume routing?
Runway Gen-4 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 22, 2026.

Performance Radar

GPT-5.2 Pro
Runway Gen-4

Cost Scaling (Monthly)

GPT-5.2 Pro vs Runway Gen-4: 2026 Cost Audit | AxiomGrid