GPT-6 Astra vs Hy3

API pricing, context window and capabilities for GPT-6 Astra and Hy3, side by side. Prices are the cheapest listed serving route per 1M tokens, from LiteLLM and OpenRouter.

Verdict

computed from the published numbers

GPT-6 Astra wins on Terminal-Bench, on intelligence and on context window. Hy3 wins on price.

Price
Hy3
Terminal-Bench
GPT-6 Astra
Intelligence
GPT-6 Astra
Context window
GPT-6 Astra

Key takeaways

who wins on what, from the published numbers

GPT-6 Astra wins

  • Larger context window (1.1M vs 262K)
  • Supports vision

Hy3 wins

  • Cheaper input ($10.00 vs $0.132 /1M)
  • Cheaper output ($50.00 vs $0.528 /1M)
  • Higher max output (128K vs 262K)
Cheaper overall
Hy3
$0.132 + $0.528 /1M
Larger context
GPT-6 Astra
1.1M
More providers
Tied

Pricing & specs

cheapest listed route · per 1M tokens
On-demand listed rates, OpenRouter routed quotes and Vercel reseller quotes. Enterprise commitments can be materially lower. An OpenRouter routed quote is the price of whichever upstream provider OpenRouter prefers today, so it moves day to day.
GPT-6 AstraHy3
Input $/1M$10.00via OpenAI $0.132OpenRouter routed quote best
Output $/1M$50.00via OpenAI $0.528OpenRouter routed quote best
Context window1.1M best262K
Max output128K 262K best
Serving providers5 5
DateReleased Sep 4, 2026 Released Jul 6, 2026

Benchmarks

Benchmark scores, side by side
GPT-6 AstraHy3
Intelligence52.7 best25.3
Terminal-Bench88% best64%
GPQA Diamond96% best90%
Output speed61 t/s 86 t/s best
Latency (TTFT)280.05s 2.81s best

Cost calculator

choose a serving route for each side
Input tokens / month
Output tokens / month
GPT-6 Astra
via OpenAI
$100
Hy3
via OpenRouter
$1.19

Capabilities

feature support, side by side
FeatureGPT-6 AstraHy3
Vision✓—
Tool use✓✓
Reasoning✓✓
Audio——
Prompt caching✓✓
Structured output✓✓
Web search✓✓

Related comparisons

Frequently asked questions

Which is cheaper, GPT-6 Astra or Hy3?
Hy3 is cheaper for input ($10.00 vs $0.132 per 1M tokens) as an OpenRouter routed quote. Hy3 is cheaper for output ($50.00 vs $0.528 per 1M tokens) as an OpenRouter routed quote.
What is the context window difference between GPT-6 Astra and Hy3?
GPT-6 Astra has a 1.1M-token context window and Hy3 has 262K tokens, so GPT-6 Astra can take a larger prompt.
How do GPT-6 Astra and Hy3 compare on benchmarks?
On the tracked benchmarks, GPT-6 Astra leads on Terminal-Bench, and GPT-6 Astra leads on intelligence.
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Oct 14, 2026

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