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GPT-6.1 Sol

by OpenAI · GPT-6 family workhorse · released September 29, 2026 (DevDay)

OpenAI's mid-tier GPT-6-family model, sitting below GPT-6 Astra — replacing GPT-6 Sol at the same input/output price with a cheaper cache-read rate.

Input $2 / 1M
Output $10 / 1M
Context 1M
Tier Strong
OpenAI Platform ↗ Updated October 7, 2026
§ API pricing

Per-token rates.

Input
$2/1M tokens
Prompt tokens (≤272K)
  • >272K tokens: $4 / 1M
  • Vision inputs billed as tokens
  • Cached input $0.10 / 1M
Output
$10/1M tokens
Completion tokens (≤272K)
  • >272K tokens: $15 / 1M
  • Includes reasoning tokens
  • Same rate as the superseded GPT-6 Sol
Context
1Mtokens
Window
  • Below GPT-6 Astra's 1.05M window
  • Repo-scale and multi-document work
  • ChatGPT Work/Codex on Plus/Pro/Business/Enterprise/Edu
Caching
$2.50cache write / 1M
Prompt caching
  • Cached input $0.10 / 1M (≤272K); $0.20 / 1M (>272K)
  • 50% cheaper cache reads than GPT-6 Sol
  • Explicit cache breakpoints

GPT-6.1 Sol bills $2 / 1M input and $10 / 1M output for prompts up to 272K tokens; longer prompts are billed at $4 / $15 per 1M. Cached input reads are $0.10 / 1M (≤272K) or $0.20 / 1M (>272K) — half GPT-6 Sol's cache price at the same base rate.

What's new in GPT-6.1 Sol

OpenAI released GPT-6.1 Sol on September 29, 2026 at DevDay, alongside GPT-6 Luna and the new $500/mo ChatGPT Pro 500 tier. It extends the GPT-6 family below GPT-6 Astra, giving developers and ChatGPT Work/Codex users on Plus, Pro, Business, Enterprise, and Edu plans a cheaper option in the new generation without stepping down to the GPT-5.6 family.

GPT-6.1 Sol replaces GPT-6 Sol at the identical $2/$10 (and $4/$15 long-context) price. The one change is cache pricing: cached input reads were cut 50%, from $0.20 to $0.10 per 1M tokens (≤272K context) — a meaningful saving for cache-heavy agentic workloads.

Capabilities

Sol sits as the balanced, general-purpose pick in the GPT-6 family: strong coding and agentic performance without Astra's premium pricing. As with prior OpenAI launches, expect model-picker availability on consumer ChatGPT plans to keep evolving during the rollout window.

Typical use cases

  • General-purpose coding and agentic workflows
  • Cache-heavy, long-running agent sessions
  • Codex and IDE integrations on plans with access
  • Production work that doesn't need Astra's top-end reasoning

Sibling and rival comparison

ModelInput / 1MOutput / 1MContext
GPT-6.1 Sol$2$101M
GPT-6 Astra$10$501.05M
GPT-6 Luna$0.10$0.501M
GPT-5.6 Sol$4$201M
Claude Sonnet 5.5$2$101M

GPT-6.1 Sol matches Claude Sonnet 5.5 exactly on price ($2/$10) and undercuts GPT-5.6 Sol at half the input cost — a sign OpenAI is pricing the new GPT-6 generation's mid-tier below its predecessor rather than at a premium.

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