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Model guide

GPT-5.6 Sol: OpenAI's Former Flagship, Explained

GPT-5.6 Sol is now a previous-generation model. This guide keeps its launch data and points new workloads to GPT-6.1 Sol, or to GPT-6 Astra for the hardest tasks.

Quick answer

GPT-5.6 Sol was OpenAI's flagship model from July 9, 2026, across ChatGPT, Codex, and the API, until the GPT-6 family replaced the GPT-5.6 generation on September 3, 2026. It costs $4 in / $20 out per MTok and is the only GPT-5.6 tier with max reasoning effort and ultra mode, native parallel subagents. For new Codex work, OpenAI recommends GPT-6.1 Sol at $2 in / $10 out per MTok.
Status
Superseded by GPT-6 (September 3, 2026) and GPT-6.1 Sol (September 29, 2026)
Price
$4 in / $20 out per MTok (Previous-generation GPT-5.6 flagship)
Exclusives
Max reasoning effort + ultra mode (parallel subagents)
Headline score
88.8% on Terminal-Bench 2.1 (91.9% in ultra mode)
01

What Is GPT-5.6 Sol?

GPT-5.6 Sol went generally available on July 9, 2026, rolled out simultaneously to ChatGPT, Codex, and the API. It arrived with a new naming scheme worth thirty seconds of your attention, because it finally makes OpenAI's lineup legible: the number is the generation, the name is the capability tier. GPT-5.6 is the generation; Sol, Terra, and Luna are the tiers within it.

Sol was the flagship, its API identifier is gpt-5.6-sol, and it was the only tier with the two headline features: max reasoning effort and ultra mode. The scheme carried into GPT-6, where Astra sits above Sol and Luna. Where GPT-5.6 Sol sat against Anthropic's frontier tier at the time is what the rest of this guide covers; today's lineup is on the models hub.

02

Specs: Sol, Terra, and Luna Side by Side

SpecGPT-5.6 Sol
VendorOpenAI
API identifiergpt-5.6-sol
Generally availableJuly 9, 2026
Price$4 in / $20 out per MTok (Previous-generation GPT-5.6 flagship)
TierFrontier (flagship of the GPT-5.6 family)
Exclusive featuresMax reasoning effort, ultra mode (parallel subagents)
StatusSuperseded by the GPT-6 family; the current Sol is GPT-6.1 Sol
CodexStill selectable in Codex during the GPT-6 rollout

Data verified September 23, 2026 against OpenAI's published pricing and launch materials. The full family, side by side:

GPT-5.6 SolGPT-5.6 TerraGPT-5.6 Luna
RoleFlagshipWorkhorseBudget / fast
Price$4 in / $20 out per MTok$2 in / $12 out per MTok$0.20 in / $1.20 out per MTok
Terminal-Bench 2.188.8%87.4%84.7%
Max reasoning effortYesNoNo
Ultra modeYesNoNo

The Terra line deserved a call-out: OpenAI positioned it as roughly GPT-5.5 performance at 60% lower token prices, which quietly made it the value pick of the generation, more on that in the decision guide below. The current version of that decision, GPT-6.1 Sol vs Astra vs Luna, is in the best Codex model guide.

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03

Max Reasoning and Ultra Mode

Sol's two exclusives are what separate it from Terra beyond raw capability. Max reasoning effort is the highest thinking budget in the family, for problems where you want the model to grind. Ultra mode is more interesting: Sol natively fans a task out to parallel subagents, multiple copies of itself working a problem concurrently. OpenAI's own numbers show what that buys: 91.9% in ultra mode on Terminal-Bench 2.1, up from 88.8% standard, per OpenAI's launch materials.

Note what ultra mode parallelizes: work within one task. It does not parallelize your backlog. Running several independent features at once, each on its own branch, is an orchestration-layer job, which is exactly the layer AIDEN provides on top of the Codex CLI, see AIDEN vs Codex CLI.

04

Benchmarks, Honestly

OpenAI led its launch with Terminal-Bench 2.1 and, notably, did not publish SWE-bench scores. Here is the verified picture, including how Sol compares with Claude Fable 5:

BenchmarkGPT-5.6 SolClaude Fable 5Source
Terminal-Bench 2.188.8% (91.9% in ultra mode)—OpenAI launch materials
SWE-bench Pro64.6%80.3%Third-party runs (Sol); Anthropic / Scale (Fable)
SWE-bench VerifiedNot published at launch95.0%swebench.com leaderboard

Data verified September 23, 2026. OpenAI also claims leads on ALE (53.6) and the Artificial Analysis Coding Agent Index (80.0); treat both as OpenAI's claims until independently reproduced.

05

The GPT-5.6 Family in Codex

At launch, Sol, Terra, and Luna were the current generation in Codex, and Codex auto-selected a model by default, so most sessions never touched the picker. Also selectable at the time: GPT-5.5, GPT-5.4, GPT-5.4 Mini, and GPT-5.3 Codex Spark, a text-only research preview limited to ChatGPT Pro. OpenAI had deprecated gpt-5.2 and gpt-5.3-codex for ChatGPT sign-in, and GPT-5.5, the previous flagship, overlapped almost entirely with Terra at 2.5x Terra's token prices.

That roster has since moved on. The GPT-6 family is the current generation, OpenAI recommends GPT-6.1 Sol for complex coding, and the GPT-5.6 models stay selectable during the GPT-6 rollout. GPT-5.5 retires from Codex with ChatGPT sign-in on October 14, 2026; the API is unaffected. The tier-by-tier picking logic, reasoning effort, and the retirement dates live in the best Codex model guide.

06

Which Tier to Use: A One-Minute Decision Guide

This was the routing rule inside the GPT-5.6 family, and it still holds if you run these models. For new work, start on GPT-6.1 Sol instead.

Terra: the everyday default

Roughly GPT-5.5 performance at 60% lower token prices ($2 in / $12 out per MTok). Routine implementation, tests, refactors, and most Codex sessions. The GPT-5.6 starting point.

Sol: the hard stuff

$4 in / $20 out per MTok. Hard problems, long agentic runs, and anything terminal-heavy where its benchmark lead is real. The only tier with max reasoning and ultra mode.

Luna: cheap and mechanical

$0.20 in / $1.20 out per MTok. Lint fixes, renames, high-volume simple tasks where latency and cost matter more than depth.

One more axis: you do not have to pick a vendor at all. AIDEN runs your Codex CLI next to your Claude Code CLI on one kanban board, each feature on its own branch, so you can split today's work between GPT-6.1 Sol and Claude Opus 5.5 feature by feature, and let the per-feature results, not the launch keynotes, decide who gets the next card.

QUESTIONS

FAQ

What is GPT-5.6 Sol?
GPT-5.6 Sol is OpenAI's previous-generation flagship, generally available since July 9, 2026 across ChatGPT, Codex, and the API, and superseded when the GPT-6 family shipped on September 3, 2026. Under OpenAI's naming scheme the number is the generation and the name is the capability tier: Sol was the flagship of GPT-5.6, above Terra (workhorse) and Luna (budget/fast). It costs $4 in / $20 out per MTok and is the only 5.6 tier with max reasoning effort and ultra mode. The current Sol is GPT-6.1 Sol, at $2 in / $10 out per MTok.
Sol vs Terra vs Luna: which should I use?
Within GPT-5.6, Terra was the everyday default: roughly GPT-5.5 performance at 60% lower token prices ($2 in / $12 out per MTok). Sol ($4 in / $20 out per MTok) was for hard problems, long agentic runs, and ultra mode's parallel subagents; Luna ($0.20 in / $1.20 out per MTok) for cheap, fast mechanical work. For new work, use the GPT-6 lineup instead: GPT-6.1 Sol as the default, Astra for the hardest tasks, and Luna for repeatable high-volume work.
Is GPT-5.6 Sol better than Claude Fable 5?
It depended on the benchmark and the task. Sol led on Terminal-Bench 2.1 (88.8%), which measures terminal-agent work, while third-party SWE-bench Pro runs put Sol at 64.6% vs Claude Fable 5's 80.3%. OpenAI did not publish SWE-bench scores at launch. Terminal-heavy agentic work favored Sol; repo-scale issue resolution favored Fable 5. Both have since been superseded, and the current cross-vendor comparison is Claude Opus 5.5 vs GPT-6 Astra.
What is ultra mode?
Ultra mode is a Sol-exclusive execution mode that runs native parallel subagents: Sol fans a task out to multiple copies of itself working concurrently. OpenAI reports 91.9% in ultra mode on Terminal-Bench 2.1, up from 88.8% standard. It is not available on Terra or Luna.
Which model does Codex use by default?
Unless you set one, Codex picks a recommended model, and OpenAI's current recommendation for complex coding is GPT-6.1 Sol ($2 in / $10 out per MTok), rolling out to Plus, Pro, Business, Enterprise and Edu plans. The GPT-5.6 models stay selectable in Codex during the GPT-6 rollout, and GPT-5.5 retires from Codex with ChatGPT sign-in on October 14, 2026; the API is unaffected.
Is there an OpenAI model called Sona?
No. There is no OpenAI model named Sona; searchers using that name almost always mean Sol. The GPT-5.6 tiers were Sol, Terra, and Luna; the current GPT-6 lineup is Astra, Sol, and Luna, with GPT-6.1 Sol as the newer Sol.
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