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DeepSeek V4 Pro vs GPT-5.6 Luna — Price, Context, and Capability Compared

Verdict

DeepSeek V4 Pro costs 1.2× more per blended million tokens than GPT-5.6 Luna. GPT-5.6 Luna has the larger context window (400,000 tokens). Default to GPT-5.6 Luna unless you specifically need DeepSeek V4 Pro's edge. Only DeepSeek V4 Pro exposes an extended-thinking mode.

Spec comparison

DeepSeek V4 ProGPT-5.6 Luna
Price (input)$0.43/M$0.20/M
Price (output)$0.87/M$1.20/M
Blended price$0.54/M$0.45/M
Context window128,000 tokens400,000 tokens
Max output64,000 tokens64,000 tokens
Modalitiestexttext, vision
Reasoning modeYesNo
Released2026-052026-06
Speed68 t/s126 t/s

Cost at scale (3:1 blended)

Tokens / monthDeepSeek V4 ProGPT-5.6 LunaDelta
1,000,000$0.54$0.45$0.09 (1.2×)
10,000,000$5.44$4.50$0.94 (1.2×)
100,000,000$54.37$45.00$9.37 (1.2×)

Choose DeepSeek V4 Pro if…

  • Thinking mode with visible chain-of-thought
  • Frontier-level math and competition coding
  • Still far cheaper than closed frontier models
  • Rigorous math, proofs, and hard algorithmic problems on a budget.

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.

Run this exact matchup right now

Send the same prompt to DeepSeek V4 Pro and GPT-5.6 Luna side by side and see the outputs yourself.

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FAQ

Is DeepSeek V4 Pro cheaper than GPT-5.6 Luna?

GPT-5.6 Luna is cheaper, at $0.45 per million blended tokens vs $0.54 for DeepSeek V4 Pro.

Which has the bigger context window, DeepSeek V4 Pro or GPT-5.6 Luna?

GPT-5.6 Luna has the larger context window: 400,000 tokens vs 128,000.

Can DeepSeek V4 Pro replace GPT-5.6 Luna for coding?

Both are viable for coding. Thinking mode with visible chain-of-thought (DeepSeek V4 Pro) vs Cheapest current GPT-5.6 tier (GPT-5.6 Luna) — pick based on which strength matters more for your workload.

Which is faster, DeepSeek V4 Pro or GPT-5.6 Luna?

GPT-5.6 Luna is faster: 126 t/s vs 68 t/s, measured on our speed benchmarks.

Related

DeepSeek V4 Pro pricingGPT-5.6 Luna pricingvs GPT-5.6 Solvs GPT-OSS 120Bvs DeepSeek V4 Flashvs GPT-4o MiniCheap model tests

Pricing verified 2026-06-14. Specs verified 2026-08-08.