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DeepSeek V3.2 vs GPT-5.5 Pro

DeepSeek V3.2 vs GPT-5.5 Pro: DeepSeek V3.2 is cheaper for input-heavy usage ($0.28/M vs $30.00/M input tokens), while GPT-5.5 Pro is better for long-context tasks (1,050,000 tokens).

Direct answer: choose DeepSeek V3.2 for lower token spend and choose GPT-5.5 Pro when your workload needs longer context.

Common pricing searches covered on this page: DeepSeek V3.2 vs GPT-5.5 Pro • DeepSeek V3.2 vs GPT-5.5 Pro pricing • DeepSeek V3.2 vs GPT-5.5 Pro API pricing and v3 2 vs 5 5 pro pricing.

DeepSeek
DeepSeek V3.2
vs
OpenAI
GPT-5.5 Pro

Cost Comparison (1000 input + 500 output tokens, 100 requests/day)

DeepSeek V3.2

Per Request:$0.000490
Daily:$0.049
Monthly:$1.47
Yearly:$17.885

GPT-5.5 Pro

Per Request:$0.12
Daily:$12.00
Monthly:$360.00
Yearly:$4,380.00

Cost Differences

+$0.11951
Per Request
+$11.951
Daily
+$358.53
Monthly
+$4,362.115
Yearly

GPT-5.5 Pro costs more than DeepSeek V3.2

Quick Recommendation

Winner for direct API pricing: DeepSeek V3.2. At the default workload, DeepSeek V3.2 saves about $358.53/month ($4,362.115/year) versus GPT-5.5 Pro.

Feature Comparison

FeatureDeepSeek V3.2GPT-5.5 Pro
ProviderDeepSeekOpenAI
Input Price$0.28/1M tokens$30.00/1M tokens
Output Price$0.42/1M tokens$180.00/1M tokens
Context Window128,000 tokens1,050,000 tokens
Max Output32,768 tokens128,000 tokens
Categoryefficientreasoning
Capabilities
textcodereasoning
textvisioncodereasoning
Release Date12/1/20254/24/2026

DeepSeek V3.2 vs GPT-5.5 Pro: Which Should You Choose?

Choosing between DeepSeek V3.2 and GPT-5.5 Pro depends on your priorities: cost efficiency, context length, or raw capability. DeepSeek V3.2 is the more affordable option at $0.28/1M input tokens99% cheaper than GPT-5.5 Pro. Meanwhile, GPT-5.5 Pro offers a significantly larger context window at 1,050,000 tokens vs 128,000 for DeepSeek V3.2.

These models come from different providers — DeepSeek and OpenAI — which means different API ecosystems, SDKs, rate limits, and terms of service. If you're already integrated with DeepSeek, switching to OpenAIinvolves migration effort beyond just pricing. Factor in your existing infrastructure when deciding.

These models target different tiers: DeepSeek V3.2 is a efficient model while GPT-5.5 Pro is reasoning. This means they're optimized for different workloads. GPT-5.5 Pro targets more demanding workloads, while DeepSeek V3.2 provides a cost-effective option for everyday tasks.

Output costs matter too. DeepSeek V3.2 charges $0.42/1M output tokens vs $180.00 for GPT-5.5 Pro. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. DeepSeek V3.2 has the edge here at $0.42/1M output tokens.

Multimodal capabilities: GPT-5.5 Pro supports vision (image inputs) while DeepSeek V3.2 is text-only. If your application needs image understanding, this narrows your choice.

Best Use Cases

Choose DeepSeek V3.2 when:

  • • Budget is a primary concern
  • • You're already using DeepSeek's API ecosystem
  • • You're running high-volume, latency-sensitive workloads

Choose GPT-5.5 Pro when:

  • • You need a larger context window (1,050,000 tokens)
  • • You need more capabilities (vision)
  • • You need longer outputs (up to 128,000 tokens)
  • • You're already using OpenAI's API ecosystem

Pros and Caveats at a Glance

DeepSeek V3.2

  • Input pricing: $0.28/M tokens
  • Output pricing: $0.42/M tokens
  • Context window: 128,000 tokens
  • Max output: 32,768 tokens

Watch out for

  • Smaller context window than GPT-5.5 Pro

GPT-5.5 Pro

  • Input pricing: $30.00/M tokens
  • Output pricing: $180.00/M tokens
  • Context window: 1,050,000 tokens
  • Max output: 128,000 tokens

Watch out for

  • Higher input cost than DeepSeek V3.2
  • Higher output cost than DeepSeek V3.2

Try Different Scenarios

Use the calculator below to see how costs change with different usage patterns

DeepSeek V3.2 (DeepSeek)

GPT-5.5 Pro (OpenAI)

Start using DeepSeek V3.2 today

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Start using GPT-5.5 Pro today

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Frequently Asked Questions

Which is cheaper, DeepSeek V3.2 or GPT-5.5 Pro?
DeepSeek V3.2 is cheaper for input tokens at $0.28 per million tokens vs $30.00 for GPT-5.5 Pro — that's 99% savings on input costs.
What is the context window difference between DeepSeek V3.2 and GPT-5.5 Pro?
DeepSeek V3.2 supports 128,000 tokens while GPT-5.5 Pro supports 1,050,000 tokens — a difference of 922,000 tokens in favor of GPT-5.5 Pro.
Which model is better for AI Agent / Agentic Workflows?
Both models support text, code, reasoning. For ai agent / agentic workflows, DeepSeek V3.2 is the lower-cost option, while GPT-5.5 Pro offers a larger context window (1,050,000 vs 128,000 tokens). Choose DeepSeek V3.2 for budget sensitivity or GPT-5.5 Pro for longer context tasks.
Which model has better overall pricing for heavy usage?
At 100 requests/day with 1,000 input and 500 output tokens each, DeepSeek V3.2 costs about $1.47/month and GPT-5.5 Pro costs about $360.00/month. Overall, DeepSeek V3.2 has lower combined input + output rates ($0.28 in, $0.42 out) vs GPT-5.5 Pro.
Where can I compare DeepSeek and OpenAI API pricing beyond this model matchup?
See the DeepSeek vs OpenAI provider comparison page for lineup-level averages, then review each model page for exact per-token rates.

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