2026 Audit Report

Claude 4 Haiku vs Gemini 3 Ultra

Is Claude 4 Haiku worth the premium? Our automated audit reveals a 95% cost difference in production environments.

Last updated: Oct 25, 2026Sources: AxiomGrid Model Wiki · Provider pricing pagesQuality: HIGH

Axiom Verdict

"CRITICAL ARBITRAGE DETECTED. Claude 4 Haiku offers a massive 95.0% cost reduction vs Gemini 3 Ultra. Unless you specifically require Google's ecosystem lock-in, migration is mandatory for solvency."

Key Metrics

Axiom Snapshot
MetricClaude 4 HaikuGemini 3 Ultra
Input / 1M￥37.50￥750.00
Output / 1M￥187.50￥3,750.00
Cache Read￥3.75￥375.00
Context Window200K2M
Max Output4K8K
MultimodalYesYes
LatencyTBDTBD
Best FitClassificationVideo Analysis

Action Plan

  • Migrate high-volume workloads to Gemini 3 Ultra for immediate cost relief.
  • Keep Claude 4 Haiku 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

MetricClaude 4 HaikuGemini 3 Ultra
Input / 1M￥37.50￥750.00
Output / 1M￥187.50￥3,750.00
Cache Read￥3.75￥375.00

Use Case Analysis

Claude 4 Haiku Wins
  • Classification
Gemini 3 Ultra Wins
  • Video Analysis

FAQ

Which model is cheaper: Claude 4 Haiku or Gemini 3 Ultra?
Gemini 3 Ultra shows a 95% cost advantage based on current input pricing.
When should I choose Claude 4 Haiku?
Claude 4 Haiku is best for Classification.
How does the context window compare?
Claude 4 Haiku supports 200K context vs Gemini 3 Ultra at 2M.
Which model is better for high-volume routing?
Gemini 3 Ultra 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 25, 2026.

Performance Radar

Claude 4 Haiku
Gemini 3 Ultra

Cost Scaling (Monthly)

Claude 4 Haiku vs Gemini 3 Ultra: 2026 Cost Audit | AxiomGrid