GPT 5.6 Luna is GPT's fastest and most affordable model, priced at $0.20/MTok input and $1.20/MTok output with a 922K context window.
Input $/MTok
$0.20
Output $/MTok
$1.20
Context window
922K
Cache read discount
90% off
| Rate | Input $/MTok | Output $/MTok |
|---|---|---|
| Standard | $0.20 | $1.20 |
| Cached read (90% off input) | $0.02 | - |
| Cached write (25% surcharge) | $0.25 | - |
| Batch (50% off) | $0.10 | $0.60 |
| Long context (≥272.001K tokens) | $0.40 | $1.80 |
All rates in USD per million tokens. Prices verified against provider documentation.
Confidence scores (0-100) and cross-provider rank for each task type. Rank 1 is best across all 88 models.
| Task | Confidence | Rank |
|---|---|---|
| Code Generation | 62/100 | #17 |
| Code Review | 68/100 | #6 |
| Summarization | 57/100 | #29 |
| Q&A | 85/100 | #4 |
| Extraction | 74/100 | #13 |
| Reasoning | 86/100 | #19 |
| Classification | 91/100 | #1 |
| Creative Writing | 69/100 | #19 |
Estimated cost per API call using default token counts for each workload.
| Use case | Input tokens | Output tokens | Cost / call |
|---|---|---|---|
| Code Generation | 2,000 | 4,000 | $0.005200 |
| Unit Test Generation | 3,000 | 5,000 | $0.006600 |
| SQL Generation | 1,500 | 1,000 | $0.001500 |
| API Generation | 3,000 | 6,000 | $0.007800 |
| Code Refactoring | 4,000 | 4,000 | $0.005600 |
| Code Review | 5,000 | 2,000 | $0.003400 |
| PR Review | 8,000 | 3,000 | $0.005200 |
| Security Review | 6,000 | 2,500 | $0.004200 |
| Bug Detection | 5,000 | 2,000 | $0.003400 |
| Document Summarization | 10,000 | 1,000 | $0.003200 |
| PDF Summarization | 15,000 | 1,500 | $0.004800 |
| Meeting Notes | 8,000 | 2,000 | $0.004000 |
Projected monthly spend at different call volumes, using code generation as a representative workload (2,000 input / 4,000 output tokens per call).
| Calls / month | Without caching | With caching (90% read discount) |
|---|---|---|
| 1K | $5.2 | $4.95 |
| 10K | $52 | $49.48 |
| 100K | $520 | $494.8 |
| 500K | $2,600 | $2,474 |
| 1M | $5,200 | $4,948 |
Caching estimate assumes 70% of input tokens are cache reads. Your actual cache hit rate will depend on prompt structure and reuse.
Same-tier models from other providers, sorted by input price.
| Model | Provider | Input $/MTok | Output $/MTok | Input savings |
|---|---|---|---|---|
| Claude Haiku 5.5 | Claude | $0.10 | $0.50 | 50% cheaper |
| Gemini 2.5 Flash-Lite | Gemini | $0.10 | $0.40 | 50% cheaper |
| DeepSeek Flash | DeepSeek | $0.15 | $0.60 | 25% cheaper |
| Qwen 3.8 Flash | Alibaba (Qwen) | $0.15 | $0.47 | 25% cheaper |
| Gemini 3.1 Flash-Lite | Gemini | $0.25 | $1.50 | 25% more |
| Gemini 3.5 Flash-Lite | Gemini | $0.30 | $2.50 | 50% more |
| Gemini 2.5 Flash | Gemini | $0.30 | $2.50 | 50% more |
| Gemini 3 Flash | Gemini | $0.50 | $3.00 | 150% more |
| Gemini 3.6 Flash | Gemini | $0.75 | $3.75 | 275% more |
| Gemini 3.7 Flash | Gemini | $0.75 | $3.75 | 275% more |
| Gemini 3.8 Flash | Gemini | $0.75 | $3.75 | 275% more |
| Claude Haiku 4.5 | Claude | $1.00 | $5.00 | 400% more |
| Gemini Robotics ER 2 | Gemini | $1.00 | $5.00 | 400% more |
| Grok Build 0.1 | Grok | $1.00 | $2.00 | 400% more |
| Gemini 2.5 Computer Use | Gemini | $1.25 | $10.00 | 525% more |
| Gemini 3.5 Flash | Gemini | $1.50 | $9.00 | 650% more |
| Gemini Omni 1.1 Flash | Gemini | $1.50 | $9.00 | 650% more |
| Gemini Omni Flash | Gemini | $1.50 | $9.00 | 650% more |
Fast / Budget / $0.05 in / $0.40 out
Fast / Budget / $0.10 in / $0.40 out
Fast / Budget / $0.10 in / $0.50 out
Fast / Budget / $0.15 in / $0.60 out
Fast / Budget / $0.20 in / $1.25 out
Fast / Budget / $0.25 in / $2.00 out
Fast / Budget / $0.40 in / $1.60 out
Fast / Budget / $0.50 in / $1.50 out
Fast / Budget / $0.50 in / $1.50 out
Fast / Budget / $0.75 in / $4.50 out
Fast / Budget / $1.10 in / $4.40 out
Fast / Budget / $1.10 in / $4.40 out
Mid-tier / $1.25 in / $10.00 out
Mid-tier / $1.25 in / $10.00 out
Mid-tier / $1.75 in / $14.00 out
Mid-tier / $2.00 in / $12.00 out
Mid-tier / $2.00 in / $8.00 out
Flagship / $2.00 in / $10.00 out
Mid-tier / $2.00 in / $8.00 out
Flagship / $2.00 in / $10.00 out
Mid-tier / $2.50 in / $15.00 out
Mid-tier / $2.50 in / $10.00 out
Flagship / $4.00 in / $20.00 out
Flagship / $5.00 in / $30.00 out
Flagship / $5.00 in / $15.00 out
Flagship / $10.00 in / $30.00 out
Flagship / $10.00 in / $30.00 out
Flagship / $10.00 in / $50.00 out
Flagship / $15.00 in / $120.00 out
Flagship / $15.00 in / $60.00 out
Flagship / $20.00 in / $80.00 out
Flagship / $21.00 in / $168.00 out
Flagship / $30.00 in / $60.00 out
Flagship / $30.00 in / $60.00 out
Flagship / $30.00 in / $180.00 out
Flagship / $30.00 in / $180.00 out
Flagship / $150.00 in / $600.00 out
Input decreased
$1.00 to $0.20/MTok
Output decreased
$6.00 to $1.20/MTok
See exactly how much you spend on GPT 5.6 Luna and where you can save. Two-line wrapper install, no API keys shared.