GPT-6 Astra vs GPT-5.4 mini
Detailed pricing comparison and cost analysis.
Updated September 2026
Cost Simulator
| Feature | GPT-6 Astra | GPT-5.4 mini |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Input Price (1M) | $10.00 | $0.75 |
| Output Price (1M) | $50.00 | $4.50 |
| Context Window | 1,050,000 | 400,000 |
Verdict
GPT-6 Astra costs $10.00 per 1M input tokens and $50.00 per 1M output tokens. GPT-5.4 mini costs $0.75 per 1M input tokens and $4.50 per 1M output tokens. GPT-5.4 mini is 93% cheaper on input tokens than GPT-6 Astra. For output tokens, GPT-5.4 mini is the more affordable option at $4.50/1M vs $50.00.
On context window, GPT-6 Astra supports 1,050,000 tokens — meaning it can fit more conversation history, documents, or code in a single request. This matters for RAG pipelines, long document analysis, and agentic workflows where context builds up over many turns.
When to choose GPT-6 Astra
- ✓ You need a larger context window (1,050,000 tokens)
- ✓ You are already integrated with OpenAI
When to choose GPT-5.4 mini
- ✓ You need the lowest input token cost ($ 0.75/1M)
- ✓ Your workload is output-heavy — GPT-5.4 mini generates text cheaper
- ✓ You are already integrated with OpenAI
Use the calculator above to simulate your specific workload and find the exact break-even point. For most applications, the cheapest model is the one that minimises your total monthly bill given your input-to-output token ratio.
Frequently Asked Questions
Is GPT-6 Astra cheaper than GPT-5.4 mini? ▼
GPT-5.4 mini is cheaper on input tokens at $0.75/1M vs $10.00/1M for GPT-6 Astra — a 93% saving.
What is the context window of GPT-6 Astra vs GPT-5.4 mini? ▼
GPT-6 Astra has a 1,050,000-token context window. GPT-5.4 mini has a 400,000-token context window. GPT-6 Astra supports the larger context, suitable for longer documents and agentic workflows.
Which model is better: GPT-6 Astra or GPT-5.4 mini? ▼
The best choice depends on your use case. For cost efficiency on input tokens, GPT-5.4 mini is the cheaper option. For maximum context length, GPT-6 Astra supports 1,050,000 tokens. Use the comparison table above to find the right fit for your workload.