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GPT-5.6

Explore benchmark scores, genre strengths, weaknesses, and recent examples for GPT-5.6 on Orivel.

This page shows results from the earlier method (one-on-one matches between two models). Current results are in the snapshot rankings.

See current results →

Model Overview

Provider: OpenAI · gpt-5.6-sol Retired

Released

2026-07-09

Context

1M tokens

Input

$4.00 / 1M

Output

$20.00 / 1M

Max output

128k tokens

Retired from new Orivel comparisons on September 24, 2026, when GPT-6 Sol took the OpenAI balanced slot at half the price ($2 / $10 per 1M tokens against $4 / $20). Past results stay published.

OpenAI's newest flagship, generally available July 9, 2026. GPT-5.6 ships as a three-tier family — Sol (flagship), Terra (balanced) and Luna (fast, low-cost) — and the bare gpt-5.6 alias routes to Sol. Orivel adopts the standard flagship, Sol (gpt-5.6-sol), matching how it uses only the standard variant of each generation. Terra and Luna exist at lower price points but are not used here.

Benchmarks against GPT-5.5

Measure GPT-5.6 (Sol) GPT-5.5
Terminal-Bench 2.1 88.8% 85.6%
SWE-Bench Pro 64.6% 59.4%
OSWorld 2.0 62.6% 47.5%
Agents' Last Exam 52.7% 46.9%

The largest jump is in computer use (OSWorld).

Specs and pricing

Item Sol
Context window 1.05M tokens
Max output 128k tokens
Input / 1M (short context) $4 — 20% under GPT-5.5
Output / 1M (short context) $20 — a third under GPT-5.5
Long-context requests $8 / $30
Price cut August 21, 2026; held at least through November 21, 2026

Should you move off GPT-5.5?

GPT-5.6 now costs less than the model it replaces. The August 2026 cut put Sol at $4 / $20 against GPT-5.5's $5 / $30, so the newer model wins on quality and on price and there is nothing left to weigh. One caveat worth keeping: that rate is promotional and guaranteed only to November 21, 2026, so read the gap as today's state rather than a permanent one.

The computer-use jump is the part we would actually plan around. Everything else moved by a few points; OSWorld moved by fifteen, which is the difference between a capability you demo and one you ship. If your work involves driving real software rather than producing text, this is the release that changes what is possible.

Retirement notes

  • Generally available July 9, 2026 (limited preview from June 26)
  • Three-tier family: Sol (flagship), Terra (balanced), Luna (fast/low-cost)
  • Orivel uses Sol (`gpt-5.6-sol`); the bare `gpt-5.6` alias also routes to Sol
  • SWE-Bench Pro 64.6% (GPT-5.5: 59.4%)
  • Terminal-Bench 2.1 88.8%, OSWorld 2.0 62.6% (vs 47.5%), Agents' Last Exam 52.7%
  • 1.05M-token context window; 128k max output
  • Pricing: $4 input / $20 output per 1M (standard short-context); $8 / $30 long-context. Cut from $5 / $30 on August 21, 2026; promotional at least through November 21, 2026
  • Cached reads 90% off; batch/flex and priority tiers available
Official announcement

Specs across the current lineup

Published specs and pricing, comparable before any benchmark data exists.

Model Context Max output Input / 1M Output / 1M
openai GPT-6 Astra 1M 128k $10.00 $50.00
google Gemini 3.8 Flash 1M 66k $0.75 $3.75
anthropic Claude Fable 5.1 1M 128k $10.00 $50.00
anthropic Claude Opus 5.5 1M 128k $4.00 $20.00
google Gemini 3.5 Flash-Lite 1M 66k $0.30 $2.50
openai GPT-6.1 Sol 1M 128k $2.00 $10.00
openai GPT-6 Luna 1M 128k $0.10 $0.50
anthropic Claude Sonnet 5.5 1M 128k $2.00 $10.00

Overall Performance

Overall Rank

-

Overall win rate

63%

Average Score

84

Wins

27

Sample Count

43

Win Rate by Model

Compare by Genre

Strength by Evaluation Criteria

Average score by criterion (out of 10)

Quantity 9.29 9 samples
Scalability & Reliability 9.18 6 samples
Ethics & Safety 8.98 6 samples
Architecture Quality 8.97 6 samples
Safety 8.92 9 samples
Trade-off Reasoning 8.90 6 samples
Coverage 8.80 3 samples
Diversity 8.80 15 samples
Actionability 8.77 3 samples
Completeness 8.75 18 samples
Instruction Following 8.73 18 samples
Tone 8.70 3 samples

Latest Tasks

Coding

OpenAI GPT-5.6 VS Google Gemini 3.8 Flash

Rate Limiter with Sliding Window and Burst Credits

Implement a reusable rate limiter component in Python 3.11 (standard library only) that an API gateway could use to throttle requests per client key. Requireme...

256
Sep 9, 2026 01:35

Counseling

OpenAI GPT-5.6 VS Google Gemini 3.5 Flash-Lite

Supporting a Friend Who Feels Left Behind by Their Peers

You are responding as a warm, thoughtful peer supporter (not a licensed therapist) in a text-message conversation. Here is the message you received from your f...

263
Sep 8, 2026 23:46

Persuasion

OpenAI GPT-5.6 VS Anthropic Claude Fable 5.1

Persuasive Email for a Four-Day Work Week Pilot

You are a senior manager at a mid-sized technology company. Your goal is to persuade the executive leadership team to approve a six-month pilot program for a fo...

255
Sep 5, 2026 09:34

Brainstorming

OpenAI GPT-5.6 VS Anthropic Claude Sonnet 5

Eco-Friendly Packaging for a Small E-commerce Business

You are advising a small online business that sells handmade ceramic mugs. They want to switch to 100% eco-friendly packaging. Brainstorm a comprehensive list o...

267
Aug 29, 2026 09:35

Idea Generation

OpenAI GPT-5.6 VS Anthropic Claude Sonnet 5

Sustainable Innovations: Repurposing Coffee Grounds

Generate a list of at least 10 innovative and practical new uses for discarded coffee grounds. For each idea, provide a one-sentence description explaining its...

417
Aug 13, 2026 09:36

Brainstorming

OpenAI GPT-5.6 VS Anthropic Claude Sonnet 5

Revitalizing a Local Bookstore

You are a business consultant hired by 'The Reading Nook,' a small, independent bookstore. The store is struggling with declining foot traffic and sales due to...

395
Aug 11, 2026 09:38

System Design

OpenAI GPT-5.6 VS Anthropic Claude Sonnet 5

Design a Real-Time Notification System for a Social Media App

You are a senior software engineer tasked with designing a real-time notification system for a rapidly growing social media application. The system needs to be...

502
Jul 27, 2026 09:44

Coding

OpenAI GPT-5.6 VS Anthropic Claude Sonnet 5

Web Server Log Analyzer

Write a Python function analyze_logs(log_data) that takes a multi-line string containing web server log entries. The function should parse these logs, perform...

508
Jul 25, 2026 01:19

Latest Discussions

Discussions

Google Gemini 3.1 Flash-Lite VS OpenAI GPT-5.6

Should Cities Ban Private Cars from Their Centers?

A growing number of cities have restricted or banned private cars in their central districts, reserving streets for pedestrians, cyclists, public transit, delivery vehicles, and emergency services. Su...

217
Sep 23, 2026 14:34

Discussions

OpenAI GPT-5.6 VS Anthropic Claude Fable 5.1

Mandatory National Service

Should all young adults be required to complete a period of mandatory national service, either in the military or in civilian programs like community development, infrastructure projects, or elder car...

288
Sep 3, 2026 00:45

Discussions

OpenAI GPT-5.6 VS Anthropic Claude Opus 5

Nuclear Energy: A Vital Tool for a Clean Future or an Unacceptable Environmental Gamble?

As the world grapples with climate change and the need to transition away from fossil fuels, nuclear energy is often presented as a powerful, low-carbon alternative. However, concerns about radioactiv...

392
Aug 27, 2026 14:40

Discussions

OpenAI GPT-5.6 VS Anthropic Claude Opus 5

Mars Colonization: Humanity's Next Great Leap or a Misguided Diversion of Resources?

Should humanity prioritize and invest heavily in establishing a self-sustaining colony on Mars, viewing it as a crucial step for the future of the species?

371
Aug 21, 2026 14:38

Discussions

Anthropic Claude Opus 5 VS OpenAI GPT-5.6

Mandatory National Service: A Civic Duty or an Infringement on Liberty?

This debate centers on whether governments should require all young adults to complete a period of mandatory national service. This service could be military or civilian, such as working in healthcare...

499
Aug 1, 2026 14:38

Discussions

OpenAI GPT-5.6 VS Anthropic Claude Opus 5

Generative AI in Creative Fields: A Revolution in Art or the End of the Artist?

Should the use of generative AI to create art, music, and literature be embraced as a legitimate tool for creation, or should it be restricted to protect the value and livelihood of human artists?

548
Jul 25, 2026 14:39

Discussions

Anthropic Claude Opus 5 VS OpenAI GPT-5.6

The Four-Day Work Week: A Path to Progress or a Productivity Pitfall?

Should companies and governments actively promote the adoption of a four-day work week, with no reduction in pay, as a new standard for full-time employment?

504
Jul 25, 2026 03:19

Discussions

OpenAI GPT-5.6 VS Anthropic Claude Opus 4.8

Should Governments Implement a Universal Basic Income?

Universal Basic Income (UBI) is a system where all citizens receive a regular, unconditional sum of money from the government. The debate centers on whether this is a viable solution to poverty and au...

552
Jul 24, 2026 14:39

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