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DeepSeek V3 vs GPT 6 Astra

At a glance

Original DeepSeek V3 — the model that put DeepSeek on the map.

79128K ctx$0.20/$0.80 per M#29/92

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
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper98%
Capability
CapabilityECI78.7
Reasoning & Knowledge
Graduate Science56.5%
Math
Math Problems64.9%Competition Math15.8%Research Math1.7%
Coding
Code Editing70.2%
Agentic
Task Horizon18min
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
Task Horizon—
Specs
128K
Context
16K
Max output
Dec 2024
Released
1.1M
Context
128K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input98%$0.20/M tokens
Output98%$0.80/M tokens
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 DeepSeek V3Go to model
Chat with GPT 6 AstraGo to model
Frequently Asked Questions: DeepSeek V3 vs GPT 6 Astra▼

Which is better, DeepSeek V3 or GPT 6 Astra?

▼

Both DeepSeek V3 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, DeepSeek V3 or GPT 6 Astra?

▼

DeepSeek V3 has a lower blended cost. DeepSeek V3: $0.20 input / $0.80 output. GPT 6 Astra: $10.00 input / $50.00 output.

Which has a larger context window, DeepSeek V3 or GPT 6 Astra?

▼

GPT 6 Astra has a larger context window: DeepSeek V3 supports 128K tokens vs GPT 6 Astra at 1.1M tokens.

Do both DeepSeek V3 and GPT 6 Astra support vision?

▼

GPT 6 Astra supports vision/image input, but DeepSeek V3 does not.

What are the key differences between DeepSeek V3 and GPT 6 Astra?

▼

Key differences: DeepSeek V3 is significantly cheaper; only GPT 6 Astra supports vision input; only GPT 6 Astra offers extended reasoning mode. 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 DeepSeek V3 and GPT 6 Astra for free on idapt.app to see which performs better for your specific needs.

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