2026 Audit Report

Stable Audio 2 vs Yi Lightning

Is Stable Audio 2 worth the premium? Our automated audit reveals a 50% cost difference in production environments.

Last updated: Oct 23, 2026Sources: AxiomGrid Model Wiki · Provider pricing pagesQuality: HIGH

Axiom Verdict

"Stable Audio 2 provides a solid 50.0% arbitrage opportunity. We recommend routing L1/L2 traffic here, while keeping Yi Lightning for complex arbitration (L3)."

Key Metrics

Axiom Snapshot
MetricStable Audio 2Yi Lightning
Input / 1M￥6.00￥12.00
Output / 1M￥0.00￥24.00
Cache Read-￥3.60
Context WindowN/A200K
Max OutputAudio4K
MultimodalYesNo
LatencyTBDTBD
Best FitSFXInference

Action Plan

  • Migrate high-volume workloads to Yi Lightning for immediate cost relief.
  • Keep Stable Audio 2 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

MetricStable Audio 2Yi Lightning
Input / 1M￥6.00￥12.00
Output / 1M￥0.00￥24.00
Cache Read￥0.00￥3.60

Use Case Analysis

Stable Audio 2 Wins
  • SFX
Yi Lightning Wins
  • Inference

FAQ

Which model is cheaper: Stable Audio 2 or Yi Lightning?
Yi Lightning shows a 50% cost advantage based on current input pricing.
When should I choose Stable Audio 2?
Stable Audio 2 is best for SFX.
How does the context window compare?
Stable Audio 2 supports N/A context vs Yi Lightning at 200K.
Which model is better for high-volume routing?
Yi Lightning is the recommended L1/L2 router for cost efficiency.
Do cache discounts materially change costs?
Yes. Cache pricing can shift effective input costs by 10-90% depending on hit rate.
How often is this comparison updated?
This audit refreshes as model pricing changes. Last updated Oct 23, 2026.

Performance Radar

Stable Audio 2
Yi Lightning

Cost Scaling (Monthly)

Stable Audio 2 vs Yi Lightning: 2026 Cost Audit | AxiomGrid