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o3-mini (High) vs GPT 6 Astra

At a glance

o3-mini with reasoning effort set to high for maximum STEM accuracy.

74200K ctx$1.10/$4.40 per M#45/92

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
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
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper90%
Capability
CapabilityECI73.9
Reasoning & Knowledge
Graduate Science77.0%
Math
Math Problems96.5%Competition Math76.9%Research Math12.4%
Coding
Code Editing60.4%
Agentic
Novel Reasoning3.0%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Capability
Capability—
Reasoning & Knowledge
Graduate Science—
Math
Math Problems—Competition Math—Research Math—
Coding
Code Editing—
Agentic
Novel Reasoning—
Specs
200K
Context
100K
Max output
Feb 2025
Released
1.1M
Context
128K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input89%$1.10/M tokens
Output91%$4.40/M tokens
Cache read45%$0.55/M tokens
Web search$0.01/search
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
Chat with o3-mini (High)Go to model
Chat with GPT 6 AstraGo to model
Frequently Asked Questions: o3-mini (High) vs GPT 6 Astra▼

Which is better, o3-mini (High) or GPT 6 Astra?

▼

Both o3-mini (High) and GPT 6 Astra 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, o3-mini (High) or GPT 6 Astra?

▼

o3-mini (High) has a lower blended cost. o3-mini (High): $1.10 input / $4.40 output. GPT 6 Astra: $10.00 input / $50.00 output.

Which has a larger context window, o3-mini (High) or GPT 6 Astra?

▼

GPT 6 Astra has a larger context window: o3-mini (High) supports 200K tokens vs GPT 6 Astra at 1.1M tokens.

Do both o3-mini (High) and GPT 6 Astra support vision?

▼

GPT 6 Astra supports vision/image input, but o3-mini (High) does not.

What are the key differences between o3-mini (High) and GPT 6 Astra?

▼

Key differences: o3-mini (High) is significantly cheaper; only GPT 6 Astra supports vision input. Compare full specs on this page.

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 o3-mini (High) and GPT 6 Astra for free on idapt.app to see which performs better for your specific needs.

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