Model comparison
GPT-5.5 Pro vs DeepSeek V4 Flash
Compare GPT-5.5 Pro vs DeepSeek V4 Flash API pricing: input/output token costs, cache pricing, context windows, workload estimates, and routing fit.
GPT-5.5 Pro
openai · gpt-5.5-pro
- Input
- $30
- Output
- $180
- Context
- 1.1M
DeepSeek V4 Flash
deepseek · deepseek-v4-flash
- Input
- $0.14
- Output
- $0.28
- Context
- 1M
Quick take
DeepSeek V4 Flash has the lower input price at $0.14 per 1M input tokens. DeepSeek V4 Flash is cheaper for the example blended workload below. GPT-5.5 Pro has the larger context window at 1.1M tokens.
Choose GPT-5.5 Pro if...
- GPT-5.5 Pro is safer for long documents, repository analysis, and RAG prompts because it has the larger context window.
- GPT-5.5 Pro is required if images, screenshots, or visual documents are part of the workflow.
Choose DeepSeek V4 Flash if...
- DeepSeek V4 Flash is the better default for cost-sensitive traffic and repeated high-volume calls.
- DeepSeek V4 Flash gives more room for long generated answers, reports, or code output.
- DeepSeek V4 Flash is stronger when the same large prompt or document is reused because it supports prompt caching.
Example workload cost
Estimates use input tokens plus 20% output tokens. They exclude provider discounts, cache hits, and tool/search surcharges.
| Workload | GPT-5.5 Pro | DeepSeek V4 Flash | Cheaper |
|---|---|---|---|
| 1M input + 200K output | $66.00 | $0.20 | DeepSeek V4 Flash |
| 10M input + 2M output | $660.00 | $1.96 | DeepSeek V4 Flash |
| 100M input + 20M output | $6,600.00 | $19.60 | DeepSeek V4 Flash |
Context, output, and capability fit
GPT-5.5 Pro provides the larger context window. Check max output separately when the task needs long reports, code generation, or full-document rewrites.
- GPT-5.5 Pro max output
- 128K
- DeepSeek V4 Flash max output
- 384K
- GPT-5.5 Pro features
- function calling, vision
- DeepSeek V4 Flash features
- prompt caching, function calling
Risk notes for GPT-5.5 Pro
- High output price: cap max tokens for verbose generation workloads.
- No prompt caching in this snapshot: repeated long-context calls may be more expensive.
Risk notes for DeepSeek V4 Flash
- No major capability risk is flagged in this snapshot, but provider pages should still be verified before production routing.
Routing tags
frontierpremiumreasoningcodingagentslong-contextmultimodalragbudgethigh-volumeopen-weightcache-friendlylocal-open