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TokenMath.net
Updated 2026-09-22 11:16 UTC
Head-to-Head Specification Battle

GPT-5.6 Luna vs Llama 4 Scout (17B Active / 109B MoE) — Together AI

Side-by-side technical and economic comparison between OpenAI's GPT-5.6 Luna and Meta / Together's Llama 4 Scout (17B Active / 109B MoE) — Together AI.

Endpoint Availability & Transition Notice

Llama 4 Scout (17B Active / 109B MoE) — Together AI: Classified as a Legacy Reference model (Deprecated on Together AI (Reference)).

Core Technical & Pricing Comparison
MetricGPT-5.6 LunaLlama 4 Scout (17B Active / 109B MoE) — Together AIAdvantage
Provider OrganizationOpenAIMeta / Together
Standard Input / 1M$0.20$0.18Llama 4 Scout (17B Active / 109B MoE) — Together AI (10% lower)
Cached Input / 1M$0.02NoneGPT-5.6 Luna lower
Output / 1M$1.20$0.59Llama 4 Scout (17B Active / 109B MoE) — Together AI lower
Context Window1.05M328kGPT-5.6 Luna (1.05M)
Max Generation Tokens16.4k16.4kGPT-5.6 Luna
Tokenizer FamilyOpenAI o200k_base (200k vocabulary)Meta Llama 3/4 Tiktoken (128k vocabulary)

Interactive Side-by-Side Cost Simulator

Live Delta
Input Tokens / Req2,500
Output Tokens / Req800
Daily Requests10,000
GPT-5.6 Luna
$370.50 / month
$0.00123 / request
Llama 4 Scout (17B Active / 109B MoE) — Together AILOWER COST
$276.60 / month
$0.00092 / request
Selecting Llama 4 Scout (17B Active / 109B MoE) — Together AI saves $93.90 / month (25.3% savings) over GPT-5.6 Luna.

When to Choose GPT-5.6 Luna

Opt for GPT-5.6 Luna when your engineering requirements prioritize OpenAI's ecosystem, specific tokenizer efficiencies (Exact BPE (o200k_base)), or when your expected prompt-to-completion ratios favor its $0.2/M input rate.

When to Choose Llama 4 Scout (17B Active / 109B MoE) — Together AI

Opt for Llama 4 Scout (17B Active / 109B MoE) — Together AI when looking for Meta / Together's tooling integration, specific context window depth (328k tokens), or when output generation volume favors its $0.59/M rate.