2026 Audit Report

Baichuan 4 vs Consensus

Is Baichuan 4 worth the premium? Our automated audit reveals a 98% cost difference in production environments.

Last updated: Oct 15, 2026Sources: AxiomGrid Model Wiki · Provider pricing pagesQuality: HIGH

Axiom Verdict

"CRITICAL ARBITRAGE DETECTED. Baichuan 4 offers a massive 97.7% cost reduction vs Consensus. Unless you specifically require Consensus's ecosystem lock-in, migration is mandatory for solvency."

Key Metrics

Axiom Snapshot
MetricBaichuan 4Consensus
Input / 1M0,19 €8,28 €
Output / 1M0,39 €0,00 €
Cache Read0,11 €-
Context Window128KContext
Max Output4KText
MultimodalNoNo
LatencyTBDTBD
Best FitMedicalScience

Action Plan

  • Migrate high-volume workloads to Consensus for immediate cost relief.
  • Keep Baichuan 4 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

MetricBaichuan 4Consensus
Input / 1M0,19 €8,28 €
Output / 1M0,39 €0,00 €
Cache Read0,11 €0,00 €

Use Case Analysis

Baichuan 4 Wins
  • Medical
Consensus Wins
  • Science

FAQ

Which model is cheaper: Baichuan 4 or Consensus?
Consensus shows a 98% cost advantage based on current input pricing.
When should I choose Baichuan 4?
Baichuan 4 is best for Medical.
How does the context window compare?
Baichuan 4 supports 128K 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 Oct 15, 2026.

Performance Radar

Baichuan 4
Consensus

Cost Scaling (Monthly)

Baichuan 4 vs Consensus: 2026 Cost Audit | AxiomGrid