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Head-to-Head Architectural Faceoff (2026 Live)

GPT-6 Luna vs Claude Haiku 5.5

Compare GPT-6 Luna vs Claude Haiku 5.5 API pricing, token costs, context windows, and latency. See which model is cheaper and better for your stack.

AI Overview & Search Executive Summary

GPT-6 Luna charges $0.10/1M input and $0.50/1M output tokens, compared to Claude Haiku 5.5 at $0.10/1M input and $0.50/1M output. GPT-6 Luna is 1.0x cheaper on input tokens. In reasoning benchmarks, Claude Haiku 5.5 holds the higher AA Intelligence Index rating (36/100). For latency-critical streaming, GPT-6 Luna delivers 103 t/s (77.0s TTFT) while Claude Haiku 5.5 provides 256 t/s (186.0s TTFT).

Overall Winner
Claude Haiku 5.5
Best Price/IQ Balance
Budget Winner
GPT-6 Luna
GPT-6 Luna is 1.0x cheaper on input tokens
Coding & Logic
Claude Haiku 5.5
Higher Benchmark Rating
Context Window
GPT-6 Luna
Larger Document Context

Full Metric & Specification Comparison

MetricGPT-6 LunaClaude Haiku 5.5Advantage
ProviderOpenAIAnthropic-
Input Token Cost (1M)$0.100$0.100Tie
Output Token Cost (1M)$0.500$0.500Tie
Context Window1,050k tokens1,000k tokensGPT-6 Luna
AA Intelligence Index28/10036/100Claude Haiku 5.5
Streaming LatencyFastUltra-Fast-

Key Architectural Takeaways

  • Input Token Cost: GPT-6 Luna is $0.10/1M vs Claude Haiku 5.5 at $0.10/1M
  • Output Token Cost: GPT-6 Luna is $0.50/1M vs Claude Haiku 5.5 at $0.50/1M
  • Context Window: GPT-6 Luna supports 1,050k tokens vs Claude Haiku 5.5 with 1,000k tokens
  • Benchmark Intelligence Rating: GPT-6 Luna scores 28/100 vs Claude Haiku 5.5 at 36/100 (AA Index v5)
  • Inference Latency: GPT-6 Luna is rated Fast vs Claude Haiku 5.5 rated Ultra-Fast
Interactive Head-to-Head Simulator

Calculate Your Team's Exact Bill Difference

Drag the sliders below to see real-time cost divergences based on your daily token consumption.

Daily Input Tokens500,000 tokens
10k1M5M10M+
Daily Output Tokens250,000 tokens
5k500k2M5M+
GPT-6 LunaOpenAI
0.0% Lower Cost
$5.25/mo
$0.10/1M in · $0.50/1M out
IQ Score28/100
Throughput103 t/s
Context1050k
Claude Haiku 5.5Anthropic
$5.25/mo
$0.10/1M in · $0.50/1M out
IQ Score36/100
Throughput256 t/s
Context1000k

Frequently Asked Questions

Is GPT-6 Luna cheaper than Claude Haiku 5.5?

GPT-6 Luna is significantly more economical, charging $0.10/1M input compared to $0.10/1M for Claude Haiku 5.5.

Which model should I choose for production?

If your primary constraint is API cost and high query throughput, choose GPT-6 Luna. If you require peak reasoning accuracy and complex tool use, Claude Haiku 5.5 is recommended.

How does context window compare between GPT-6 Luna and Claude Haiku 5.5?

GPT-6 Luna offers the larger context window (1,050k tokens), allowing you to pass significantly larger codebases or documents without chunking.

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