Fugu Ultra v2 vs GPT-6 Luna Pro
Price, context window & benchmark comparison
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Verdict: GPT-6 Luna Pro is 56.3× cheaper than Fugu Ultra v2 on a typical 3:1 input/output mix. GPT-6 Luna Pro has the larger context window (1.1M vs 1M).
| Fugu Ultra v2 | GPT-6 Luna Pro | |
|---|---|---|
| Input price / 1M | $5.00 | $0.10 |
| Output price / 1M | $30.00 | $0.50 |
| Blended price (3:1) | $11.25 | $0.20 |
| Cached input / 1M | $0.50 | $0.01 |
| Context window | 1M | 1.1M |
| Max output | 128K | 128K |
| Intelligence index | — | — |
| Coding index | — | — |
| Providers | — | 6 |
| Best provider uptime (30m) | — | 100.0% |
| Vision input | Yes | Yes |
| Reasoning | Yes | Yes |
| Tool calling | Yes | Yes |
| Released | 2026-09-11 | 2026-09-22 |
| Retirement | — | — |
Cost calculator
FAQ
Which is cheaper, Fugu Ultra v2 or GPT-6 Luna Pro?
GPT-6 Luna Pro is 56.3× cheaper than Fugu Ultra v2 on a typical 3:1 input/output mix.
Fugu Ultra v2 vs GPT-6 Luna Pro: which has a bigger context window?
Fugu Ultra v2: 1,000,000 tokens. GPT-6 Luna Pro: 1,050,000 tokens.
How much would 1 million requests cost?
At 2,000 input + 500 output tokens per request: Fugu Ultra v2 ≈ $25,000, GPT-6 Luna Pro ≈ $450.00.
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