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GPT-5.6 Luna vs GPT-OSS 120B — Price, Context, and Capability Compared

Verdict

GPT-5.6 Luna costs 1.7× more per blended million tokens than GPT-OSS 120B. GPT-5.6 Luna has the larger context window (400,000 tokens). Default to GPT-OSS 120B unless you specifically need GPT-5.6 Luna's edge. Only GPT-OSS 120B exposes an extended-thinking mode.

Spec comparison

GPT-5.6 LunaGPT-OSS 120B
Price (input)$0.20/M$0.15/M
Price (output)$1.20/M$0.60/M
Blended price$0.45/M$0.26/M
Context window400,000 tokens131,072 tokens
Max output64,000 tokens32,768 tokens
Modalitiestext, visiontext
Reasoning modeNoYes
Released2026-062025-08
Speed126 t/s780 t/s

Cost at scale (3:1 blended)

Tokens / monthGPT-5.6 LunaGPT-OSS 120BDelta
1,000,000$0.45$0.26$0.19 (1.7×)
10,000,000$4.50$2.62$1.88 (1.7×)
100,000,000$45.00$26.25$18.75 (1.7×)

Choose GPT-5.6 Luna if…

  • Cheapest current GPT-5.6 tier
  • Low latency for high-volume calls
  • Vision input included
  • High-volume, latency-sensitive tasks like classification, extraction, and chat.

Choose GPT-OSS 120B if…

  • Open-weight MoE flagship
  • Ultra-fast on Groq LPUs
  • Strong agentic tool-use
  • Self-hostable or Groq-speed agentic workflows on open weights.

Run this exact matchup right now

Send the same prompt to GPT-5.6 Luna and GPT-OSS 120B side by side and see the outputs yourself.

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FAQ

Is GPT-5.6 Luna cheaper than GPT-OSS 120B?

GPT-OSS 120B is cheaper, at $0.26 per million blended tokens vs $0.45 for GPT-5.6 Luna.

Which has the bigger context window, GPT-5.6 Luna or GPT-OSS 120B?

GPT-5.6 Luna has the larger context window: 400,000 tokens vs 131,072.

Can GPT-5.6 Luna replace GPT-OSS 120B for coding?

Both are viable for coding. Cheapest current GPT-5.6 tier (GPT-5.6 Luna) vs Open-weight MoE flagship (GPT-OSS 120B) — pick based on which strength matters more for your workload.

Which is faster, GPT-5.6 Luna or GPT-OSS 120B?

GPT-OSS 120B is faster: 780 t/s vs 126 t/s, measured on our speed benchmarks.

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Pricing verified 2026-04-06. Specs verified 2026-08-08.