The LLM API market just got significantly more competitive. Uplinkswitch, a new API reseller, has published a comprehensive pricing table for October 2026, offering the entire OpenAI GPT model familyβ€”including the flagship GPT-6 Astra and the efficient GPT-6.1 Solβ€”at discounts reaching 70% below OpenAI's list prices. This move signals a maturing infrastructure layer where third-party gateways are no longer just convenience wrappers but serious price disruptors.

The Pricing Gap Is Massive

The numbers are stark. For GPT-6 Astra, OpenAI lists input tokens at $10.00 per million and output at $50.00. Uplinkswitch charges just $3.00 for input and $15.00 for output. That is a flat 70% reduction on both metrics. Similarly, GPT-6.1 Sol sees the same 70% cut, dropping from OpenAI's $2.00/$10.00 list price to $0.60/$3.00. Even the budget-tier GPT-6 Luna is cheaper, with input prices dropping 37% from $0.10 to $0.0625 per million tokens.

Cached Inputs and Legacy Models

The discount structure extends to cached inputs, which are critical for long-context work. GPT-6 Astra's cached input rate falls from OpenAI's $1.00 to $0.30. Notably, older models like GPT-4o and GPT-4o mini remain on the list, but with a caveat: they lack a separate cached rate in this specific reseller's schema, meaning repeated tokens bill at the standard input rate. This could impact costs for applications relying heavily on prompt caching with legacy models.

Real-World Cost Implications

For developers, the impact on operational costs is immediate. A standard chat turn of 2,000 input and 500 output tokens on GPT-6 Astra costs $0.045 at OpenAI's list price. Via Uplinkswitch, that same request drops to $0.0135. For heavier workloads, such as a long-document request with 50,000 input tokens, the cost plummets from $0.60 to $0.18. These are not marginal savings; they are order-of-magnitude reductions that change the viability of high-volume AI features.

Key Takeaways

  • Uplinkswitch offers up to 70% discounts on GPT-6 series models compared to OpenAI's direct API.
  • GPT-6 Astra input costs drop from $10.00 to $3.00 per million tokens.
  • No subscription fees; pricing is prepaid credit with a 30-day price lock.
  • Legacy models like GPT-4o do not have separate cached rates in this reseller's catalog.

The Bottom Line

OpenAI's direct pricing is no longer the floor for enterprise LLM usage. Resellers like Uplinkswitch are commoditizing access to frontier models, forcing a race to the bottom that benefits developers but pressures margins across the ecosystem.