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 Pro | GPT-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 window | 128,000 tokens | 400,000 tokens ✓ |
| Max output | 64,000 tokens | 64,000 tokens |
| Modalities | text | text, vision |
| Reasoning mode | Yes | No |
| Released | 2026-05 | 2026-06 |
| Speed | 68 t/s | 126 t/s ✓ |
Cost at scale (3:1 blended)
| Tokens / month | DeepSeek V4 Pro | GPT-5.6 Luna | Delta |
|---|---|---|---|
| 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.
Try DeepSeek V4 Pro vs GPT-5.6 Luna FreeFAQ
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
Pricing verified 2026-06-14. Specs verified 2026-08-08.
