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OpenAI · released Sep 4, 2026

GPT-6 Astra

GPT-6 Astra is OpenAI's strongest thinker and the pick for hard math and science problems.

Our pick for hard problems8 weeks oldThinks before answering
Reasoning100Coding71Writing30Vision41Agents89Value13
Input price
$10 / M
Output price
$50 / M
Context
1.1M tokens
Longest reply
128K
Reads
text, image, pdf
Knows up to
2026-04-30

Where it shines

  • It leads HLE at 54.8 and ARC-AGI-2 at 95.
  • It ties for the best FrontierMath score at 93.7.
  • It ranks third on the agent leaderboard.

Where it struggles

  • It costs $10 in, $50 out, five times GPT-6.1 Sol's price.
  • Its text arena score of 1442 trails Opus 5.5 by 74 points.

Where you can use it

  • OpenAI APIAPI$10 in / $50 out per million tokens.
  • OpenRouterAPIListed as openai/gpt-6-astra

How it scores on each job

Scores run 0 to 100 and blend every measure we have for that job. The number after the dot is its rank among the 33 models in the lineup.

The evidence

MeasureScoreRank in lineupSource
Epoch Capabilities Index169#2Epoch AI
LMArena text1442#22LMArena
LMArena hard prompts1463#20LMArena
LMArena instruction following1455#19LMArena
LMArena multi-turn1449#20LMArena
LMArena creative writing1421#22LMArena
LMArena writing & language1440#20LMArena
LMArena coding1489#17LMArena
LMArena math1466#21LMArena
LMArena business & finance1438#22LMArena
LMArena legal & government1461#20LMArena
LMArena medicine1421#24LMArena
WebDev Arena1774#2LMArena
Vision Arena1280#13LMArena
Search Arena1234#4LMArena
Document Arena1468#6LMArena
Agent Arena#3#3LMArena
GPQA Diamond96%#2Epoch AI
Humanity's Last Exam55%#1Epoch AI
FrontierMath94%#1Epoch AI
SimpleQA Verified76%#2Epoch AI
ARC-AGI-295%#1Epoch AI

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