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OpenAI

GPT-6 Luna

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openai/gpt-6-luna

The fast, low-cost tier of GPT-6 for everyday work at scale.

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Try GPT-6 Luna here

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streamchat
1Configure input
207 / 20,000
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Maximum estimated cost—
2Live resultExample
GPT-6 Luna
SELECT user_id, SUM(amount) AS total_spend
FROM orders
WHERE created_at >= '2026-01-01'
  AND created_at < '2027-01-01'
GROUP BY user_id
ORDER BY total_spend DESC
LIMIT 5;

This sums each user’s order amounts during 2026 and returns the five highest totals.

Example output · generated Oct 24, 2026 · took 2.2s · cost $0.000052
Context window
1.05M
Max output
128K
Input modalities
TextImage
Output modalities
Text
Capabilities
Vision · Reasoning · Tool calling · Coding · Prompt cache · Paid cache writes
Upstream release
2026-09-22
RouteMux name
openai/gpt-6-luna

What is GPT-6 Luna

GPT-6 Luna was released by OpenAI on September 22, 2026, alongside GPT-6 Sol, as the high-throughput member of the GPT-6 family. OpenAI's model page positions it for focused, high-volume tasks: classification, extraction, summarization, routing, and the high-concurrency steps of an agent pipeline. OpenAI's deprecations table names it as the replacement for GPT-4.1, GPT-4.1 mini, GPT-4o mini and some GPT-4o snapshots (shutting down January 14, 2027) and for gpt-5.4-nano (April 1, 2027).

It is not a stripped-down model. It has a 1.05M-token context window (up to 922K input), 128K max output, text and image input, and a knowledge cutoff of May 18, 2026. Reasoning effort takes none, low, medium, high, xhigh or max, with medium as the default; set none for plain completions and raise it for the occasional hard step. On RouteMux it supports tool calling and explicit prompt caching, and it is reachable over OpenAI Chat Completions, OpenAI Responses and Anthropic Messages, so moving an existing client to Luna is a model-string change.

Against the previous generation, GPT-5.6 Luna (released July 9, 2026), the context window, output limit and reasoning effort values are the same, and 6 Luna's knowledge cutoff is three months later (5.6 Luna stops at February 16, 2026). Stay on 5.6 Luna when one conversation switches between GPT-5.6 Sol, Terra and Luna and should reuse reasoning across them, which OpenAI documents for the 5.6 family along with carrying reasoning across turns by default, or when your pipeline is already tuned to it.

At the standard tier (input up to 272K tokens) it bills $0.05 per 1M input tokens and $0.25 per 1M output tokens, with cached input at $0.005 per 1M tokens. OpenAI lists $0.1, $0.5 and $0.01 for the same three.

GPT-6 Luna API pricing

Prices verified 2026-10-06

InputOfficial $0.1 / M tokens
$0.05/ M tokensSave 50%
OutputOfficial $0.5 / M tokens
$0.25/ M tokensSave 50%

Fast $0.1 / $0.5 /M

Cache read $0.005/M · Cache write $0.0625/M

TierInputCache readCache writeOutput
Standard ≤272K$0.05$0.1−50%$0.005$0.01−50%$0.0625$0.125−50%$0.25$0.5−50%
Standard >272K$0.1$0.2−50%$0.01$0.02−50%$0.125$0.25−50%$0.375$0.75−50%
Priority ≤272K$0.1$0.2−50%$0.01$0.02−50%$0.125$0.25−50%$0.5$1−50%
Priority >272K$0.2$0.4−50%$0.02$0.04−50%$0.25$0.5−50%$0.75$1.5−50%

Estimate cost

Estimated cost$0.00075

Key capabilities

Built for volume
OpenAI positions it for focused, high-volume tasks, and names it as the replacement for GPT-4.1 and other older models.
Reasoning from none to max
reasoning_effort is a request parameter defaulting to medium; none switches reasoning off entirely.
Knowledge cutoff May 18, 2026
Later than the knowledge cutoffs of GPT-6 Astra and GPT-6 Sol.
Vision and tools
Image input, tool calling and explicit prompt caching, with a 1.05M context window.

Limited time10% extra Credits on your first top-up — up to 200 bonus Credits

Applies to your first top-up within 72 hours of signing up. Minimum $20, once per account.

Sign up and claimNo subscription. Pay for what you use.

Interface and protocols

OpenAI Chat CompletionsStreamingOpenAI ResponsesStreamingAnthropic MessagesStreaming

Use any of these IDs to call this model via the API.

RouteMux nameopenai/gpt-6-luna

Replace the ROUTEMUX_KEY placeholder with your API key. Create one →

from openai import OpenAI

client = OpenAI(
    base_url="https://api.routemux.com/v1",
    api_key="<ROUTEMUX_KEY>",
)

completion = client.chat.completions.create(
    model="openai/gpt-6-luna",
    messages=[{"role": "user", "content": "What is the meaning of life?"}],
)
print(completion.choices[0].message.content)
base_url: https://api.routemux.com/v1

Performance (last 30 days)

GPT-6 Luna FAQ

›What is GPT-6 Luna?

The fast, low-cost tier of GPT-6 for everyday work at scale.

›How large is the context window of GPT-6 Luna?

GPT-6 Luna supports a context window of up to 1.05M tokens, with up to 128K output tokens per request.

›How much does the GPT-6 Luna API cost?

Through RouteMux, GPT-6 Luna costs $0.05 for input and $0.25 for output (USD per 1M tokens), below the official list price.

›How do I call GPT-6 Luna via API?

GPT-6 Luna is OpenAI-compatible: point your base URL at RouteMux and set the model field to openai/gpt-6-luna — no code changes needed.

›Which input and output modalities does GPT-6 Luna support?

GPT-6 Luna accepts text, image as input and produces text as output.

›When was GPT-6 Luna released?

GPT-6 Luna was released on September 22, 2026.

Sources