Skip to main content

GPT-5.6 Luna (medium)

OpenAIGPT
Release Date
Parameters
Context Length
1.1M
Modalities
image, pdf, text

Capability Radar

35
general
50
coding
86
reasoning
60
scienceest.
80
agents
90
multimodal

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

Rankings

Domain#RankScoreSource
Code Ranking76
72.0
AA
General Ranking121
63.0
AA
Science70
70.0
AA

Benchmark Scores (LLM Stats)

Agents

BrowseComp54.9%SR

Biology

GPQA85.7%SR

Code

SWE-Lancer (IC-Diamond subset)100.0%SR
HumanEval93.4%SR
Aider-Polyglot88.0%SR
SWE-Bench Verified74.9%SR

Communication

Tau2 Telecom96.7%SR
Tau2 Retail81.1%SR
Multi-Challenge69.6%SR
Tau2 Airline62.6%SR

Finance

MMLU92.5%SR

General

MMMU84.2%SR
MMMU-Pro78.4%SR
Internal API instruction following (hard)64.0%SR
LongFact Objects0.8%SR
LongFact Concepts0.7%SR

Healthcare

VideoMMMU84.6%SR
HealthBench Hard1.6%SR

Language

COLLIE99.0%SR

Long Context

OpenAI-MRCR: 2 needle 128k95.2%SR
OpenAI-MRCR: 2 needle 256k86.8%SR

Math

AIME 202594.6%SR
HMMT 202593.3%SR
MATH84.7%SR
FrontierMath26.3%SR
Humanity's Last Exam24.8%SR

Multimodal

VideoMME w sub.86.7%SR
CharXiv-R81.1%SR

Reasoning

BrowseComp Long Context 128k90.0%SR
BrowseComp Long Context 256k88.8%SR
Graphwalks BFS <128k78.3%SR
Graphwalks parents <128k73.3%SR
ERQA65.7%SR
FActScore1.0%SR

AA Evaluation Indices

Coding Index
50.7
Intelligence Index
38.1
Gpqa
0.9
Lcr
0.7
Terminalbench V2 1
0.5
Scicode
0.5
Hle
0.2
Tau Banking
0.2

LLM Stats Category Scores

Language
100
Long Context
100
Writing
100
Legal
90
Physics
90
Finance
90
Biology
90
Chemistry
90
Code
90
Video
90
Reasoning
80
General
80
Communication
80
Tool Calling
80
Math
70
Multimodal
70
Search
70
Frontend Development
70
Healthcare
70
Vision
70
Spatial Reasoning
60
Structured Output
60
Agents
50
Robotics
20

Pricing

Input Price$1 / 1M tokens
Output Price$6 / 1M tokens
Blended Price (3:1)$2.25 / 1M tokens
Cache Read Price$0.1 / 1M tokens
Cache Write Price$1.25 / 1M tokens

Speed

Tokens/sec222.8
Time to First Token1.40s
Time to Answer1.40s

Provider Price Ranking

Provider Price Ranking

1 providers

ProviderInputOutput
1OpenAIPRIMARY
$1
$6

Compare pricing across different API providers for this model.

External Sources