API PRICING COMPARISON โข OPENAI VS OPENAI488K vs 250K Context
OpenAI GPT-5.6 Terra vs. OpenAI GPT-5.6 Luna
Comparing token pricing, prompt caching rates, 50% batch discounts, and monthly enterprise economics between OpenAI GPT-5.6 Terra and OpenAI GPT-5.6 Luna.
HEAD-TO-HEAD UNIT COST BENCHMARK
Direct Pricing Breakdown: OpenAI GPT-5.6 Terra vs. OpenAI GPT-5.6 Luna
โ OpenAI GPT-5.6 Luna is 90% Cheaper
| Cost Dimension | OpenAI GPT-5.6 Terra (OpenAI) | OpenAI GPT-5.6 Luna (OpenAI) | Comparison Advantage |
|---|---|---|---|
| Input Tokens / 1M | $2.00 | $0.20 | -90% with OpenAI GPT-5.6 Luna |
| Output Tokens / 1M | $12.00 | $1.20 | -90% with OpenAI GPT-5.6 Luna |
| Cached Prompt Read / 1M | $0.200 | $0.020 | 90% cache savings on OpenAI GPT-5.6 Luna |
| Batch 50% Off-Peak Rate | $1.00 in / $6.00 out | $0.10 in / $0.60 out | Both models support 50% batch discount |
| Context Window Limit | 488K tokens | 250K tokens | OpenAI GPT-5.6 Terra has +238K higher limit |
| Est. Production Cost (2.5K req/day) | $1,050/mo | $105/mo | Save $945/mo with OpenAI GPT-5.6 Luna |
| Model | Provider | Input / 1M | Output / 1M | Cache Saved | Monthly API Cost | Self-Host Alt |
|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | Anthropic | $0.055 | $0.5 | -$13.5 | $46.5/mo | phi-4-mini-4b โ |
| OpenAI GPT-5.6 LunaVS PAIR | OpenAI | $0.11 | $1.2 | -$27 | $105/mo | llama-3-1-8b โ |
| DeepSeek V4.1 Flash API | DeepSeek | $0.165 | $1.2 | -$40.5 | $121.5/mo | deepseek-v4-1-flash โ |
| Google Gemini 3.5 Flash-Lite | $0.165 | $2.5 | -$40.5 | $199.5/mo | gemma-4-e4b โ | |
| Google Gemini 3.8 Flash | $0.412 | $3.75 | -$101.25 | $348.75/mo | gemma-4-26b-moe โ | |
| DeepSeek V4 Pro API | DeepSeek | $0.73 | $3.96 | -$177 | $456.6/mo | deepseek-r1-distill-32b โ |
| xAI Grok 4.7 | xAI | $1.25 | $6 | -$225 | $735/mo | llama-4-scout-109b โ |
| Claude Sonnet 5.5 | Anthropic | $1.05 | $10 | -$285 | $915/mo | qwen-3-8-27b โ |
| Google Gemini 4 Argon | $1.075 | $10 | -$277.5 | $922.5/mo | deepseek-v4-1-flash โ | |
| OpenAI GPT-5.6 Terra | OpenAI | $1.1 | $12 | -$270 | $1,050/mo | qwen-3-6-35b-a3b โ |
| Claude Opus 5.5 | Anthropic | $2.1 | $20 | -$570 | $1,830/mo | deepseek-v4-1-flash โ |
| OpenAI GPT-5.6 Sol | OpenAI | $2.2 | $20 | -$540 | $1,860/mo | llama-3-3-70b โ |
| Claude Fable 5.1 (Deep Reasoning) | Anthropic | $5.125 | $50 | -$1,462.5 | $4,537.5/mo | meta-muse-spark-open โ |
| OpenAI GPT-6 Astra | OpenAI | $5.5 | $50 | -$1,350 | $4,650/mo | meta-muse-spark-open โ |
Inference Optimization Stack
Tools to reduce API costs and manage self-hosted LLM endpointsSmart LLM Router
OpenRouter Unified API
Route simple prompts to DeepSeek V4.1 ($0.30/1M) & hard prompts to Claude 5.5 automatically โ cut API spend by 42%.
Self-Hosted AI Automation
n8n AI Agent Workflows
Connect local Ollama models or Claude/OpenAI APIs to 400+ apps with built-in prompt caching & memory.
Token Cost & Cache Monitor
Helicone LLM Observability
1-line proxy header to track exact token costs per user, enable edge caching, and prevent runaway reasoning bills.