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Models·September 24, 2026·5 min read

GPT-6 API — Astra, Sol and Luna pricing, model IDs and how to call them

OpenAI's GPT-6 family is three models — Astra, Sol and Luna. Here are their API prices at OpenAI and on Kunavo, which one to call for what, the long-prompt tier that doubles the input rate, and working code for the Responses and Chat Completions APIs.

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GPT-6 is OpenAI's current model family: GPT-6 Astra, released September 3, 2026, and GPT-6 Sol and GPT-6 Luna, released September 22, 2026. OpenAI lists them at $10.00 / $50.00, $2.00 / $10.00 and $0.10 / $0.50 per 1M input / output tokens. On Kunavo all three are live at $4.00 / $20.00, $0.80 / $4.00 and $0.04 / $0.20 60% under OpenAI's list — as gpt-6-astra, gpt-6-sol and gpt-6-luna, with a 1,050,000-token context window and up to 128,000 output tokens each.

GPT-6 API pricing

OpenAI's published rates next to Kunavo's, per 1M tokens. Cached input is a tenth of the input rate and cache writes are 1.25 times it, on OpenAI and on Kunavo alike:

ModelOpenAI input / outputKunavo input / outputKunavo cache read / write
GPT-6 Astra$10.00 / $50.00$4.00 / $20.00$0.40 / $5.00
GPT-6 Sol$2.00 / $10.00$0.80 / $4.00$0.08 / $1.00
GPT-6 Luna$0.10 / $0.50$0.04 / $0.20$0.004 / $0.05

A prompt over 272K input tokens bills the whole request at 2x input and cache rates and 1.5x output — OpenAI's tier, applied the same way on Kunavo. Reasoning tokens bill as output on every GPT-6 model. OpenAI's launch note puts Sol and Luna at "50% lower API prices" than GPT-5.6's promotional pricing; on Kunavo, GPT-6 Sol costs $0.80 / $4.00 against GPT-5.6 Sol's $2.00 / $12.00. Every GPT rate is in the GPT API pricing guide.

Which GPT-6 model to call

ModelOpenAI positions it forReleased
gpt-6-astraHardest end-to-end workSeptember 3, 2026
gpt-6-solComplex coding and agentic workflowsSeptember 22, 2026
gpt-6-lunaFocused, high-volume tasksSeptember 22, 2026
  • Coding agents and multi-step tool use gpt-6-sol, at a fifth of Astra's price. Start here and move up only where it falls short.
  • The hardest long-horizon work gpt-6-astra, OpenAI's most capable model.
  • Classification, extraction, routing, bulk jobs gpt-6-luna; set reasoning_effort to low or none to keep reasoning tokens down.

Call GPT-6 on Kunavo

Kunavo serves the GPT-6 models on the Responses API, which OpenAI builds them for, and on Chat Completions. Keep the OpenAI SDK and change base_url:

gpt6_responses.py
import os
from openai import OpenAI

client = OpenAI(
    api_key=os.environ["KUNAVO_API_KEY"],
    base_url="https://api.kunavo.com/v1",
)

# GPT-6 models reason before they answer; reasoning bills as output.
resp = client.responses.create(
    model="gpt-6-sol",
    reasoning={"effort": "medium"},
    input="Write a migration plan for splitting this monolith into services.",
)
print(resp.output_text)
gpt6_chat.py
# The same models on Chat Completions — swap the id for gpt-6-luna or
# gpt-6-astra and nothing else changes. reasoning_effort maps to
# the Responses API's reasoning.effort.
resp = client.chat.completions.create(
    model="gpt-6-luna",
    reasoning_effort="low",
    messages=[{"role": "user", "content": "Classify this ticket: 'refund not received'"}],
)
print(resp.choices[0].message.content)

For Codex, point a custom provider at Kunavo and set gpt-6-sol — the Codex CLI page has the config. Keys are created at /app/keys.

FAQ

How much does the GPT-6 API cost?

OpenAI lists GPT-6 Astra at $10.00 input / $50.00 output per 1M tokens, GPT-6 Sol at $2.00 / $10.00 and GPT-6 Luna at $0.10 / $0.50, with cached input at a tenth of the input rate and cache writes at 1.25 times it. On Kunavo the same three cost $4.00 / $20.00, $0.80 / $4.00 and $0.04 / $0.20 — 60% under OpenAI's list — pay-as-you-go with no subscription.

What is the difference between GPT-6 Astra, Sol and Luna?

Astra is OpenAI's most capable GPT-6, released September 3, 2026, "built for the hardest end-to-end work". Sol and Luna followed on September 22, 2026 and, in OpenAI's words, "build on the advances behind GPT-6 Astra": Sol is aimed at complex coding and agentic workflows at a fifth of Astra's list price, and Luna is OpenAI's "most efficient model for focused, high-volume tasks" at $0.10 / $0.50 per 1M. All three share a 1,050,000-token context window and 128,000 max output tokens.

What are the GPT-6 model IDs?

gpt-6-astra, gpt-6-sol and gpt-6-luna — the same strings on OpenAI's API and on Kunavo, on both /v1/responses and /v1/chat/completions.

Does the GPT-6 API charge more for long prompts?

Yes. OpenAI prices a prompt over 272K input tokens at 2x the input and cache rates and 1.5x the output rate for the whole request, on all three models. Kunavo applies the same tier to its own rates, so a 272K-plus request on GPT-6 Sol bills $1.60 input / $6.00 output per 1M.

Can I use GPT-6 Sol in Codex?

Yes. Codex talks to a custom provider over the Responses API, which Kunavo serves natively; set the model to gpt-6-sol in the provider block. OpenAI also offers GPT-6 Sol and Luna inside Codex on ChatGPT Plus, Pro, Business, Enterprise and Edu plans — that access is separate from API billing.