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GPT-6 Luna (Max)

OpenAIProprietary

Description

GPT-6 Luna is OpenAI's GPT-6 model for focused, high-volume tasks. It supports text and image input with text output, a 1,050,000-token context window (maximum input 922,000 tokens), and 128,000 output tokens. Reasoning effort supports none, low, medium (API default), high, xhigh, and max. Responses API supports reasoning with function calling and built-in tools; Chat Completions function calling requires reasoning effort none. Standard per-million-token pricing is $0.1 input, $0.01 cached input, $0.125 cache writes, and $0.5 output. Prompts above 272K input tokens cost 2x input/cache and 1.5x output across the full request. Batch and Flex cost 50% of Standard; Fast costs 2x applicable rates. Regional processing adds 10% where available. Launch benchmarks are OpenAI-reported; effort, cost per task, and evaluation variants are recorded with each score.

Release Date
2026-09-22
Parameters
—
Context Length
1.1M
Modalities
image, pdf, text

Capability Radar

28
general
50
coding
40
reasoning
34
scienceest.
40
agents
50
multimodal

Science is estimated from LLM Stats science scores or reasoning when no dedicated science benchmarks are available.

Rankings

Domain#RankScoreSource
Agentic Capability94
43.0
LS
Code Ranking24
85.0
LB
General Ranking33
42.0
AA
Math Reasoning33
89.0
LB
Multimodal Ranking97
44.0
LS
Reasoning39
82.0
LB
Science34
41.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Agents

Agents' Last Exam50.9%SR
AutomationBench v1.0.620.7%SR

Code

DeepSWE 1.166.6%SR

Multimodal

OSWorld 2.052.7%SR

Reasoning

FrontierCode 1.142.4%SR

AA Evaluation Indices

(Artificial Analysis)
Strategy And Ops
43.2
Healthcare And Medical
34.8
Economics
34.5
Finance And Accounting
33.9
Engineering(Artificial Analysis)
33.3
Legal
32.2
Intelligence Index(Artificial Analysis)
27.9

LLM Stats Category Scores

(LLM Stats (zeroeval))
Multimodal
50
General
50
Agents
50
Code
50
Vision
50
Reasoning
40
Tool Calling
40

Pricing

Input Price$0.1 / 1M tokens
Output Price$0.5 / 1M tokens
Blended Price (3:1)$0.2 / 1M tokens
Cache Read Price$0.01 / 1M tokens
Cache Write Price$0.125 / 1M tokens

Speed

Tokens/sec123.6
Time to First Token93.17s
Time to Answer93.17s

Provider Price Ranking

Provider Price Ranking

1 providers

ProviderInputOutput
1OpenAIPRIMARY
$0.1
$0.5

Compare pricing across different API providers for this model.

External Sources