Dylan Di Filippo
Dylan Di FilippoAI journal

GPT-6.1 Sol: more capability without moving to the most expensive model

Panorama

OpenAIModels

GPT-6.1 Sol: more capability without moving to the most expensive model

A week after Sol and Luna, OpenAI updates Sol. The announced objective is to bring the complex tasks closer to the level of Astra, with a lower price per token.

API available · app on deployment

Official GPT-6.1 Sol visual
OpenAI: official pilot visual
Facts, analysis and limits

Verified facts

  • GPT-6.1 Sol succeeds GPT-6 Sol for agent coding, computer use and professional work; proximity to Astra is an assertion of OpenAI, not a test performed for this journal.
  • For standard API requests with up to 272,000 input tokens: $2 per million input tokens, $0.10 for cache reads and $10 for output; above the threshold, long-context rates apply to the entire request.
  • The announced window is 1,050,000 tokens. Tool calls use Responses; Chat Completions is supported without tool calls.
  • Supported effort levels are low, medium, high, xhigh and max. EU data residency is supported, but Fast mode is not supported with that residency.

What changes

Useful progression is not only a brighter answer: it is the ability to carry out a task with tools until the result.

Practical implication

Test on a known task before replacing your default model.

Availability

API available; Work/Codex gradually deployed starting with Pro. API subscription and billing are two distinct channels.

Limits and uncertainty

The maximum context is not free, and the price per token does not measure the cost of a complete task.

Builder

OpenAIModels

Sol 6.1: pricing, tools and context, the conditions that matter

The important migration point is Responses for the tools. A large window is available, but requests over 272K tokens trigger an increase on the entire query.

API available · app on deployment

Official GPT-6.1 Sol visual
OpenAI: official pilot visual
Facts, analysis and limits

Verified facts

  • GPT-6.1 Sol succeeds GPT-6 Sol for agent coding, computer use and professional work; proximity to Astra is an assertion of OpenAI, not a test performed for this journal.
  • For standard API requests with up to 272,000 input tokens: $2 per million input tokens, $0.10 for cache reads and $10 for output; above the threshold, long-context rates apply to the entire request.
  • The announced window is 1,050,000 tokens. Tool calls use Responses; Chat Completions is supported without tool calls.
  • Supported effort levels are low, medium, high, xhigh and max. EU data residency is supported, but Fast mode is not supported with that residency.

What changes

Compare on a bug and a feature in Syndiko or Melete: tests passed, diff quality, duration, human interventions and total cost. Keep the scope and reasoning-effort budget identical.

Practical implication

Do a limited comparative test; avoid sending a whole repository into context by reflex.

Availability

API available; Work/Codex gradually deployed starting with Pro. API subscription and billing are two distinct channels.

Limits and uncertainty

The maximum context is not free, and the price per token does not measure the cost of a complete task.

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