2026 Audit Report

Claude 4 Opus vs Consensus

Is Claude 4 Opus worth the premium? Our automated audit reveals a 40% cost difference in production environments.

Last updated: Oct 24, 2026Sources: AxiomGrid Model Wiki · Provider pricing pagesQuality: HIGH

Axiom Verdict

"Consensus provides a solid 40.0% arbitrage opportunity. We recommend routing L1/L2 traffic here, while keeping Claude 4 Opus for complex arbitration (L3)."

Key Metrics

Axiom Snapshot
MetricClaude 4 OpusConsensus
Input / 1M¥108.00¥64.80
Output / 1M¥540.00¥0.00
Cache Read¥10.80-
Context Window200KContext
Max Output4KText
MultimodalYesNo
LatencyTBDTBD
Best FitArchitectureScience

Action Plan

  • Route L1/L2 traffic to Consensus and reserve Claude 4 Opus for complex tasks.
  • Pilot a two-week A/B traffic split to validate latency and quality.
  • Lock a fallback plan for peak load periods.

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

MetricClaude 4 OpusConsensus
Input / 1M¥108.00¥64.80
Output / 1M¥540.00¥0.00
Cache Read¥10.80¥0.00

Use Case Analysis

Claude 4 Opus Wins
  • Architecture
Consensus Wins
  • Science

FAQ

Which model is cheaper: Claude 4 Opus or Consensus?
Consensus shows a 40% cost advantage based on current input pricing.
When should I choose Claude 4 Opus?
Claude 4 Opus is best for Architecture.
How does the context window compare?
Claude 4 Opus 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 Oct 24, 2026.

Performance Radar

Claude 4 Opus
Consensus

Cost Scaling (Monthly)

Claude 4 Opus vs Consensus: 2026 Cost Audit | AxiomGrid