Skip to content
OpenAI

GPT-6 Astra API pricing.

GPT-6 Astra is OpenAI’s model on the API market, released 4 Sept 2026. Prices are per million tokens in USD, as last read from the price list.

$10Input / 1M
$50Output / 1M
1.1MContext
128KMax output
Capability scores
Epoch AI
Maths3 of 4 benchmarks97
Science and knowledge2 of 2 benchmarks85
Coding1 of 2 benchmarks47
Reasoning and puzzles2 of 2 benchmarks79
Agents and long tasks3 of 3 benchmarks58

Each bar is this model's score in that area. The white tick marks the best score any model Epoch has tested reaches there.

Epoch Capabilities Index
169
Range 166 to 174 · #1 of 271 models Epoch has scored
Maths
97average of 3 of 4 Epoch results
FrontierMath (tiers 1 to 3) (max)94%
FrontierMath (tier 4) (high)98%
OTIS Mock AIME (max)100.0%
Science and knowledge
85average of 2 of 2 Epoch results
GPQA Diamond (max)96%
SimpleQA Verified (max)76%
Coding
47average of 1 of 2 Epoch results
MirrorCode (high)47%
Reasoning and puzzles
79average of 2 of 2 Epoch results
Chess puzzles (promax)76%
Mystery game puzzles (max)84%
Agents and long tasks
58average of 3 of 3 Epoch results
Furniture assembly (max)80%
EBR-bench (game agent) (max)76%
SpireClimb (game agent) (max)26%

The index combines many benchmarks into one general-capability score; the range is how sure Epoch is of the number. Each area score is this site's average of the model's Epoch results in that area, where 0 is what guessing would score and 100 is perfect. Compare every model, and value for money →

Source: Epoch AI, Capabilities & benchmarking (licensed CC BY 4.0). Data refreshed 2 November 2026. These are Epoch's own tests; other benchmark sites can rank models differently.

Cheaper models that come close
Our working on Epoch's index
  1. GPT-6.1 Terra · OpenAIindex 168.11 (1 below) · 90% cheaper
  2. GPT-6.1 Sol · OpenAIindex 167.82 (1 below) · 80% cheaper
  3. Claude Sonnet 5.5 · Anthropicindex 166.74 (2 below) · 80% cheaper
  4. Gemini 4 Argon · Google DeepMindindex 166.07 (3 below) · 80% cheaper

Models within 5 points of GPT-6 Astra on Epoch's Capabilities Index that cost less, comparing a typical chat mix (three parts input to one part output). A few points of index is a small difference and says nothing about your task: a place to start testing, not a verdict. Capability against price for every model.

Specification
USD per million tokens
Provider
OpenAI
Model id
openai/gpt-6-astra
Input
$10
Output
$50
Cached input
$1.00
Context window
1.1M tokens
Maximum output
128K tokens
Takes
file, image, text
Returns
text
Tool use
Yes
Reasoning
Yes
Released
4 Sept 2026
First tracked
17 Sept 2026

At $10 per million input tokens, GPT-6 Astra is dearer than 328 of the 340 models on the price list.

Price changes
Tracked since 17 Sept 2026

No price change has been recorded since tracking began on 17 Sept 2026. Prices are checked every six hours, and any change is listed here and on model changes.

Want an email when this model's price changes? Tell us →

Coverage
6 stories
  1. OpenAI News ·
    Greptile takes bug detection beyond code review with GPT-6 Astra
  2. The Decoder ·
    Nvidia open-sources Flora to make robot video labeling 125x cheaper than GPT-6 Astra
  3. NVIDIA Blog ·
    How NVIDIA GPUs Help Accelerate OpenAI’s GPT-6 Astra Ultrafast
  4. LessWrong ·
    GPT-6.1 Sol nearly matches the no-CoT performance of GPT-6 Astra
  5. The Decoder ·
    UK AI Security Institute finds GPT-6 Astra's rogue attack rate jumped fivefold over its predecessor
  6. TechCrunch AI ·
    OpenAI launches GPT-6.1 Sol, says it nearly matches GPT-6 Astra and costs less
Other entries for this model
More from OpenAI
Cheapest input first
  1. gpt-oss-20b$0.030 in · $0.13 out
  2. GPT-5 Nano$0.050 in · $0.40 out
  3. gpt-oss-safeguard-20b$0.075 in · $0.30 out
  4. GPT-6 Luna Pro$0.10 in · $0.50 out
  5. GPT-6 Luna$0.10 in · $0.50 out
  6. GPT-4.1 Nano$0.10 in · $0.40 out
  7. gpt-oss-120b$0.15 in · $0.60 out
  8. GPT-4o-mini$0.15 in · $0.60 out

Prices and specifications come from OpenRouter’s catalogue, last read 2 Nov 2026. A provider’s own price may differ; how this is collected.