GPT-6 Astra vs Muse Spark 1.3 pricing

Prices

GPT-6 Astra and Muse Spark 1.3 prices, USD per 1M tokens
USD per 1M tokensGPT-6 AstraMuse Spark 1.3
Input$10.00$1.25
Output$50.00$4.25
Cache read$1.00$0.15
Cache write$12.50Not published
Batch input$5.00Not published
Batch output$25.00Not published

Verified against the provider's official pricing page on Oct 9, 2026. Official pricing page

Meta's list price for its own API, as compiled by models.dev and checked Oct 10, 2026, 09:00 UTC. Prices on cloud platforms and resellers can differ. Provider documentation

Monthly cost by workload

WorkloadGPT-6 AstraMuse Spark 1.3
Chatbot1,000 in / 500 out tokens, 10,000 requests a day$10,500/mo$1,013/mo
RAG8,000 in / 500 out tokens, 5,000 requests a day$15,750/mo$1,819/mo
Coding agent50,000 in / 2,000 out tokens, 1,000 requests a day, 80% cached input$7,200/mo$810.00/mo

Cost = input tokens × input price + output tokens × output price, 30 days a month. Cached input uses the cache read price. Cache write fees are not included.

Context and capabilities

GPT-6 AstraMuse Spark 1.3
Context1,050,000 tokens1,048,576 tokens
Max output128,000 tokens131,072 tokens
Inputtext, image, pdftext, image, video, pdf, audio
Tool callingYesYes
ReasoningYesYes
Structured outputsYesYes

Questions

What is the price difference between GPT-6 Astra and Muse Spark 1.3?
GPT-6 Astra: $10.00 per 1M input tokens and $50.00 per 1M output tokens. Muse Spark 1.3: $1.25 per 1M input tokens and $4.25 per 1M output tokens. For the Chatbot workload (1,000 in / 500 out tokens, 10,000 requests a day), that is about $10,500 per month for GPT-6 Astra and $1,013 for Muse Spark 1.3.
Which has the longer context window, GPT-6 Astra or Muse Spark 1.3?
GPT-6 Astra has the longer context window: up to 1,050,000 tokens, compared with 1,048,576 for Muse Spark 1.3.
Do GPT-6 Astra and Muse Spark 1.3 have prompt caching and batch prices?
GPT-6 Astra: cached input $1.00 per 1M tokens; batch $5.00 per 1M input tokens and $25.00 per 1M output tokens. Muse Spark 1.3: cached input $0.15 per 1M tokens; no batch price published.

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