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Model details

GPT-5.6 Sol (Azure)

GPT-5.6 Sol sits at the top of its Azure-hosted family as the maximum-capability operating point. While sibling variants in the same family focus on speed or balanced cost, Sol is positioned for deep reasoning, complex coding, research, high-stakes analysis, and long-horizon autonomous work where the cost of an incorrect or incomplete answer outweighs token savings. Independent comparison coverage assigns Sol the highest confidence rating within this three-model lineup, reflecting its role as the option teams reach for when quality ceilings matter more than throughput.

In practical terms, Sol inherits the shared feature surface of its family, including reasoning controls, structured output, function calling, and the Responses API tool set, which lets developers swap in a higher-accuracy model without rewriting their orchestration layer. Its large context window supports extended document analysis and multi-step research workflows that strain smaller models. A useful deployment pattern is to default to the balanced sibling for routine traffic and route only the requests that genuinely need Sol-level depth, reserving its higher inference cost for the cases where it pays off.

LLM Gatewayazure/gpt-5.6-solgpt-sol

Quick Info

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Provider
LLM Gateway
Model key
azure/gpt-5.6-sol
Release date
Jul 9, 2026
Last updated
Jul 9, 2026
Knowledge cutoff
2026-02-16
Input modalities
Output modalities
Capabilities

Cost

Input token cost
$4.00
Output token cost
$20.00

Limits

Input tokens
922,000 tokens
Output tokens
128,000 tokens
Context window
1,050,000 tokens

Transparent token rates

Compare GPT-5.6 Sol (Azure) pricing

Rates are shown per one million tokens. Combined means one million input plus one million output tokens.

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Latest news about GPT-5.6 Sol (Azure)

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CoverageBenchmark

Orange AI's August 26, 2026 guide describes OpenAI's GPT-5.6 Sol release with an architecture framed around "Speculative Decoding 3.0," pairing a high-concurrency Draft Head that speculates 8–16 candidate token sequences in parallel with a Target Verification Engine that validates them in a single forward pass. The pie Orange AI is an independent third-party guide site rather than an OpenAI primary, so the specific TTFT and speculative-decoding claims are uncited and should be treated as commentary rather than verified benchmarks, and the piece mixes model-capability narrative with a separate ChatGPT Ads monetization rollout that is

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Coverage

Microsoft announced on July 9, 2026, that GPT-5.6 Sol, GPT-5.6 Terra, and GPT-5.6 are generally available in Microsoft Foundry. The announcement explicitly names the exact Sol variant and makes it a direct model-focused update rather than a gateway or inference-provider claim. Microsoft says the GPT-5.6 series is available through Standard Global and Standard Data Zones, with the announcement also linking to GPT-5.6 pricing. The same release introduced an Asia-Pacific Data Zone and generally available production-agent features including hosted agents, toolboxes, and publishing to Microsoft 3

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CoveragePreview

OpenAI announced a limited preview of the GPT-5.6 family on June 26, 2026, with Sol as the flagship, alongside balanced Terra and low-cost Luna tiers. GPT-5.6 Sol ships with a hardened safety stack targeting higher-risk activity, sensitive cyber requests, and repeated misuse. OpenAI is previewing capabilities with a small group of trusted partners coordinated with the U.S. government before broader availability in the coming weeks. The preview highlights GPT-5.6 Sol as OpenAI's strongest model to date, featuring a new max reasoning effort and an ultra mode that orchestrates multiple subagents for demanding agentic tasks. Early evaluations show improved agentic performance in coding, biology, and cybersecurity, with full results to be published in the system card at general availability. Terra reportedly matches GPT-5.5 at half the cost, while Luna targets the lowest price tier in the lineup.

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Coverage

Foundry Map's "gpt-5.6-sol Azure regions (September 2026)" page documents the Azure deployment footprint of the GPT-5.6 Sol model, listing 26 regions across the US, EU, and APAC with five deployment types including Data Zone Provisioned, Data Zone Managed, and Standard. Every region entry shares a version stamp of 2026 Because the input/output pricing columns are not populated in the excerpt, Foundry Map cannot corroborate per-1M retail rates for the Azure variant, and the page is a third-party tracker rather than a Microsoft Learn primary source, so the regional and lifecycle figures should be treated as a planning reference pending

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CoverageBenchmark

BenchmarkList's GPT-5.6 Sol evaluation page aggregates 196 benchmark rows across agentic, reasoning, and search-augmented evaluations, with version-stamped result dates spanning 2026-07-09 through 2026-08-28 and per-1M pricing listed at $5.00 input / $30.00 output. Notable field-leading scores include 92.2% on BrowseCo Because the pricing columns and the Azure retail rate are not independently corroborated by a Microsoft primary source in the supplied evidence, the $5.00/$30.00 figure should be treated as a tracker-reported reference rather than an authoritative Azure retail price. The benchmark aggregation nevertheless gives develop

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