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GPT 6 Astra Pro vs Kimi K2.7 Code

At a glance

OpenAI's GPT-6 Astra served in pro reasoning mode for the hardest problems.

1.1M ctx$10.00/$50.00 per M

MoonshotAI's coding-focused Kimi model for end-to-end software engineering.

82262K ctx$0.82/$3.75 per M#20/92
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—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper92%
Capability
CapabilityECI81.8
Reasoning & Knowledge
Graduate Science89.5%Factual Recall39.2%
Math
Competition Math96.4%
Specs
1.1M
Context
128K
Max output
Sep 2026
Released
262K
Context
128K
Max output
Jun 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
Input92%$0.82/M tokens
Output93%$3.75/M tokens
Cache read84%$0.16/M tokens
Chat with GPT 6 Astra ProGo to model
Chat with Kimi K2.7 CodeGo to model
Frequently Asked Questions: GPT 6 Astra Pro vs Kimi K2.7 Code▼

Which is better, GPT 6 Astra Pro or Kimi K2.7 Code?

▼

Both GPT 6 Astra Pro and Kimi K2.7 Code 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 Pro or Kimi K2.7 Code?

▼

Kimi K2.7 Code has a lower blended cost. GPT 6 Astra Pro: $10.00 input / $50.00 output. Kimi K2.7 Code: $0.82 input / $3.75 output.

Which has a larger context window, GPT 6 Astra Pro or Kimi K2.7 Code?

▼

GPT 6 Astra Pro has a larger context window: GPT 6 Astra Pro supports 1.1M tokens vs Kimi K2.7 Code at 262K tokens.

Do both GPT 6 Astra Pro and Kimi K2.7 Code support vision?

▼

Yes, both GPT 6 Astra Pro and Kimi K2.7 Code support vision/image input.

What are the key differences between GPT 6 Astra Pro and Kimi K2.7 Code?

▼

Key differences: Kimi K2.7 Code is significantly cheaper. 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 GPT 6 Astra Pro and Kimi K2.7 Code for free on idapt.app to see which performs better for your specific needs.

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