2026 Audit Report

Yi Lightning vs Consensus

Is Yi Lightning worth the premium? Our automated audit reveals a 99% cost difference in production environments.

Last updated: Sep 6, 2026Sources: AxiomGrid Model Wiki · Provider pricing pagesQuality: HIGH

Axiom Verdict

"CRITICAL ARBITRAGE DETECTED. Yi Lightning offers a massive 99.1% cost reduction vs Consensus. Unless you specifically require Consensus's ecosystem lock-in, migration is mandatory for solvency."

Key Metrics

Axiom Snapshot
MetricYi LightningConsensus
Input / 1M0,07 €8,28 €
Output / 1M0,15 €0,00 €
Cache Read0,02 €-
Context Window200KContext
Max Output4KText
MultimodalNoNo
LatencyTBDTBD
Best FitInferenceScience

Action Plan

  • Migrate high-volume workloads to Consensus for immediate cost relief.
  • Keep Yi Lightning 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

MetricYi LightningConsensus
Input / 1M0,07 €8,28 €
Output / 1M0,15 €0,00 €
Cache Read0,02 €0,00 €

Use Case Analysis

Yi Lightning Wins
  • Inference
Consensus Wins
  • Science

FAQ

Which model is cheaper: Yi Lightning or Consensus?
Consensus shows a 99% cost advantage based on current input pricing.
When should I choose Yi Lightning?
Yi Lightning is best for Inference.
How does the context window compare?
Yi Lightning supports 200K context vs Consensus at Context.
Which model is better for high-volume routing?
Consensus 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 Sep 6, 2026.

Performance Radar

Yi Lightning
Consensus

Cost Scaling (Monthly)

Yi Lightning vs Consensus: 2026 Cost Audit | AxiomGrid