> GPT-6 Astra is a closed AI model from OpenAI, released 4 Sep 2026. Index score 197 (GPT-4 = 100), rank 2 of 229 ranked models. API price $10 in / $50 out per million tokens, 1.05M context.

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# GPT-6 Astra

OpenAI

Released 4 Sep 2026

Closed

Flagship

[Compare](https://themodelindex.org/compare/gpt-6-astra-vs-kimi-k3/) [Announcement](https://openai.com/index/gpt-6-astra-next-generation-work/)

197186–209

Index score

#2 of 229 models

5/ 8

Core tests taken

4 of 6 areas · plus 18 anchor tests

Frontier

Versus the frontier at release

set or matched the record

$10/ $50

Price per million tokens

input / output, list price

1.05M

Context window

tokens it reads at once

## Where it sits · on the frontier

_Chart: Model Index score of every scored model since late 2022, with the best closed and best open model over time_

Among the first models to reach this score.

## Test results · by area · tick = best by any model

Show 15 anchor tests

Reasoning & knowledge

evidence

GPQA Diamond

96%

Humanity's Last Exam

55%

Maths

evidence

FrontierMath T1-3

94%

Coding

evidence

SWE-bench Verified

no result

Terminal-Bench

no result

Agents

evidence

APEX-Agents

65%

Novel problems

evidence

ARC-AGI-2

95%

Long tasks

no evidence yet

METR time horizon

no result

Independent results from the Epoch AI benchmarking hub, best reasoning setting. The core tests are shown here; anchor tests also inform the score and can be shown above.

## What others say · rank on each leaderboard

The Model Index

independent tests, our method

#2

of 219 · 197

Epoch Capabilities Index

overall capability from many benchmarks

#2

of 239 · 166.5

LMArena · WebDev

building web apps and front ends

#2

of 123 · 1789

Artificial Analysis Intelligence Index

overall capability across ten evaluations

#4

of 207 · 53

LMArena · Coding

coding questions in chat

#9

of 383 · 1539

LMArena · Maths

maths questions in chat

#25

of 373 · 1490

LiveBench · Overall

overall, with fresh questions to limit contamination

#4

of 58 · 82.2

LMArena · Text

overall chat quality, judged by people

#27

of 388 · 1476

LMArena · Creative writing

creative writing

#37

of 386 · 1448

LMArena · Vision

understanding images

#18

of 149 · 1285

LMArena · Documents

working with long documents

#15

of 41 · 1468

Further left is better. Leaderboards measure different things: LMArena is people voting blind between two answers, the others are test scores. Click any row for the source.

## Best at · top three among current models

1st

reasoning questions

LiveBench · Reasoning

1st

data analysis questions

LiveBench · Data Analysis

1st

GPQA Diamond

Epoch AI · independent

1st

Humanity's Last Exam

Epoch AI · independent

1st

FrontierMath T1-3

Epoch AI · independent

1st

ARC-AGI-2

Epoch AI · independent

2nd

building web apps and front ends

LMArena · WebDev

3rd

mathematics questions

LiveBench · Mathematics

3rd

language questions

LiveBench · Language

Where this model places in the top three of today's models, on category leaderboards and on our core tests.

## Where to use it · prices checked 1 Oct 2026

#### From the lab

ChatGPT

app · subscription

↗

OpenAI API

API

↗

#### API providers · 3 · per million tokens, in / out

O

OpenAI

$60 / $300

cheapest

A

Azure

$11 / $55

↗

A

Amazon Bedrock

$11 / $55

↗

Provider prices come from OpenRouter's live listing; going direct to a provider can differ. Subscriptions are the lab's own apps.

## Facts and sources

Released

4 Sep 2026

Announcement

[openai.com ↗](https://openai.com/index/gpt-6-astra-next-generation-work/)

Release entry

GPT-6 Astra (preview 09-03)

Scored as

GPT-6 Astra

Artificial Analysis index

53 · max

Output speed

51 tokens/s

Hugging Face

closed weights

## OpenAI releases · around this one

GPT-5.6 Sol

Closed

9 JUL 2026

index 184

GPT-5.6 Terra

Closed

9 JUL 2026

index 178

GPT-6 Astra

Closed

4 SEP 2026

index 197

GPT-6 Luna

Closed

22 SEP 2026

index 166

GPT-6 Sol

Closed

22 SEP 2026

index 180

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Source: https://themodelindex.org/models/gpt-6-astra/ · The Model Index · data as of 2026-10-01
