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GPT-5.6 Sol

OpenAIGPTProprietary

Description

GPT-5.6 Sol is the frontier model in OpenAI's GPT-5.6 family, designed for complex professional work across coding, knowledge work, cybersecurity, and science. It sets state-of-the-art results while using fewer tokens at lower estimated cost, supports max reasoning effort and an ultra multi-agent mode, and has a 1.05M-token context window. The gpt-5.6 alias routes to GPT-5.6 Sol.

Release Date
2026-07-09
Parameters
Context Length
1.1M
Modalities
image, pdf, text

Capability Radar

100
general
6
coding
80
reasoning
77
scienceest.
70
agents
70
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agentic Capability29
61.0
LS

Benchmark Scores (LLM Stats)

Agents

GDPval-AA1747.80 / 3000SR
Artificial Analysis Coding Agent Index v1.180.00 / 100SR
Connectors100.0%SR
Capture-the-Flag Challenges (Internal)96.7%SR
Search and Function-Calling91.0%SR
BrowseComp90.4%SR
Terminal-Bench 2.188.8%SR
ExploitBench73.5%SR
DeepSWE72.7%SR
SEC-bench Pro71.2%SR
Internal Research Debugging Evaluation68.3%SR
SWE-Bench Pro64.6%SR
OSWorld 2.062.6%SR
KernelGen 1P61.1%SR
LifeSciBench59.9%SR
Toolathlon58.0%SR
RSI Index57.9%SR
Big Finance Bench53.0%SR
Agents' Last Exam52.7%SR
PostTrainBench Lite50.3%SR
Management Consulting Tasks (Internal)43.2%SR
ExploitGym33.7%SR
GeneBench-Pro28.7%SR
AutomationBench18.1%SR
NanoGPT9.7%SR

Biology

GPQA94.6%SR

Code

BenchCAD83.4%SR

General

MMMU-Pro84.6%SR
MRCR v2 (8-needle)73.8%SR
Artificial Analysis59.0%SR
GDP.pdf30.7%SR
ARC-AGI-37.8%SR

Healthcare

HealthBench Consensus95.5%SR
HealthBench Professional60.5%SR
HealthBench57.0%SR
MedChemBench (Internal)48.3%SR
HealthBench Hard33.1%SR

Long Context

Graphwalks BFS >128k77.1%SR

Math

FrontierMath83.0%SR

AA Evaluation Indices

No AA evaluation data available

LLM Stats Category Scores

Legal
100
Finance
100
General
100
Reasoning
77
Agents
74
Code
6
Physics
90
Search
90
Biology
90
Chemistry
90
Math
80
Spatial Reasoning
80
Long Context
80
Multimodal
70
Safety
70
Tool Calling
70
Vision
70
Healthcare
60
Science
50
Systems
40

Pricing

Input Price$0.00001 / 1M tokens
Output Price$0.00003 / 1M tokens
Blended Price (3:1)$0.00001 / 1M tokens
Cache Read Price$0.5 / 1M tokens
Cache Write Price$6.25 / 1M tokens

Speed

No speed data available

Provider Price Ranking

Provider Price Ranking

8 providers

Cheapest: OpenAIMost Expensive: AI-ROUTER
ProviderInputOutput
1OpenAIPRIMARY
$0.00001
$0.00003
2routing.run
$2.5
$15
3Abacus
$5
$30
4Vivgrid
$5
$30
5GitHub Copilot
$5
$30
6OpenCode Zen
$5
$30
7LLM Gateway
$5
$30
8AI-ROUTER
$5
$30

Compare pricing across different API providers for this model.

External Sources

GPT-5.6 Sol — OpenAI | AITier