Skip to main content
idapt
HomeCodeAI ModelsPricing
Sign inStart free
  • Home
  • Pricing
  • AI Models
  • Image models
  • Voice models
  • Video models
  • Rankings
  • New models
  • Model status
  • Multi-Model Chat
  • Agents
  • Computers
  • Drive
  • Automations
  • AI Gateway
  • All features →
  • LLM cost calculator
  • Token counter
  • All free tools →
  • Blog
  • Use cases
  • Comparisons
  • Best of
  • Benchmarks
  • Demos
  • Changelog
  • Help center
  • FAQ
  • Privacy
  • Compare all models
  • Support
  • idapt Code
  • Developers
  • Quickstarts
  • API reference
  • API pricing
  • CLI
  • MCP
  • Downloads
  • Desktop
  • Badges and embeds
© idapt[email protected]TermsPrivacy PolicyLegal noticeReport content
X (Twitter)

GPT 6 Astra vs Claude Opus 4.8

At a glance

OpenAI's new flagship for demanding end-to-end work: advanced analysis, software engineering, deep research, scientific work, and document creation.

1.1M ctx$10.00/$50.00 per M

Anthropic's most capable Opus yet, built for long-horizon autonomous agents and frontier coding.

891M ctx$5.00/$25.00 per M#4/92
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Capability
Capability—
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—Research Math—
Coding
Real-World Coding—
Agentic
Novel Reasoning—
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·Provider·OpenRouter· as of 2026-07-10
Cheaper50%
Capability
CapabilityECI89.2
Reasoning & Knowledge
Graduate Science91.0%Factual Recall39.5%
Math
Competition Math98.3%Research Math47.2%
Coding
Real-World Coding88.6%
Agentic
Novel Reasoning72.1%
Specs
1.1M
Context
128K
Max output
Sep 2026
Released
1M
Context
128K
Max output
May 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$10.00/M tokens
Output$50.00/M tokens
Cache read$1.00/M tokens
Cache write$12.50/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input50%$5.00/M tokens
Output50%$25.00/M tokens
Cache read50%$0.50/M tokens
Cache write50%$6.25/M tokens
Web search$0.01/search
Chat with GPT 6 AstraGo to model
Chat with Claude Opus 4.8Go to model
Frequently Asked Questions: GPT 6 Astra vs Claude Opus 4.8▼

Which is better, GPT 6 Astra or Claude Opus 4.8?

▼

Both GPT 6 Astra and Claude Opus 4.8 are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, GPT 6 Astra or Claude Opus 4.8?

▼

Claude Opus 4.8 has a lower blended cost. GPT 6 Astra: $10.00 input / $50.00 output. Claude Opus 4.8: $5.00 input / $25.00 output.

Which has a larger context window, GPT 6 Astra or Claude Opus 4.8?

▼

GPT 6 Astra has a larger context window: GPT 6 Astra supports 1.1M tokens vs Claude Opus 4.8 at 1M tokens.

Do both GPT 6 Astra and Claude Opus 4.8 support vision?

▼

Yes, both GPT 6 Astra and Claude Opus 4.8 support vision/image input.

What are the key differences between GPT 6 Astra and Claude Opus 4.8?

▼

GPT 6 Astra and Claude Opus 4.8 have similar overall capabilities. The main differences lie in pricing, context window size, and provider-specific strengths. Use this comparison page to review all metrics side by side.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both GPT 6 Astra and Claude Opus 4.8 for free on idapt.app to see which performs better for your specific needs.

Open in App