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GPT 6 Astra Pro

OpenAI · gpt-6-astra-pro

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GPT 6 Astra in Pro reasoning mode. Uses additional model work for difficult tasks, with higher latency and token usage at the same per-token rates. Reasoning effort remains independently configurable.

Specification

most-agreed values

Context
1.1M
Max output
128K
Released
2026-09-04
Knowledge cutoff
—
Retires
—
Open weights
no
Input
text, image, pdf
Output
text

Price

US dollars per million tokens · most-agreed

Input
$10.00
Output
$50.00
Cache read
$1.00
Cache write
$12.50

Quality

1 benchmark · 1 source

Composite
100th
percentile of 344 scored models
Rank
1 / 344
±0.22 sd
Evidence
1 × 1
too little evidence to place with confidence
Effort range
—
one configuration only
reasoning100th1/4 bench

Every score

one row per source and configuration — nothing averaged away

BenchmarkScoreConfigurationSourceRun
Chess Puzzles76.0 ±4.3maxEpoch AI2026-10-15

The leading figure for a benchmark is the median across its configurations, so one heroic high-effort run cannot set the number.

Available from 3 hosts

HostIn $/MOut $/MCache rdCache wrContextOutputRetires
kilo$10.00$50.00$1.00$12.501.1M128K—
nano-gpt$10.00$50.00$1.00$12.501.1M128K—
openrouter$10.00$50.00$1.00$12.501.1M128K—

Price history

append-only observations · a listing writes a row only when its price moves

DateHostField$/M
2026-09-05openrouterCache read$1.00
2026-09-13openrouterCache read$1.00
2026-10-10openrouterCache read$1.00
2026-09-05openrouterCache write$12.50
2026-09-13openrouterCache write$12.50
2026-10-10openrouterCache write$12.50
2026-09-05openrouterInput$10.00
2026-09-13openrouterInput$10.00
2026-10-10openrouterInput$10.00
2026-09-05openrouterOutput$50.00
2026-09-13openrouterOutput$50.00
2026-10-10openrouterOutput$50.00

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