DeepSeek V4 Pro vs o4-mini — Side-by-side pricing
Side-by-side API pricing and tokenizer details for DeepSeek V4 Pro (DeepSeek) and o4-mini (OpenAI).
Side-by-side pricing
| Feature | DeepSeek V4 Pro | o4-mini |
|---|---|---|
| Provider | DeepSeek | OpenAI |
| Input (per 1M tokens) | $0.435 | $1.10 |
| Output (per 1M tokens) | $0.870 | $4.40 |
| Context caching | Yes — 99% off cached tokens | No |
| Batch API discount | Not available | 50% off |
| Context window | 1M tokens | 200K tokens |
| Tokenizer | SentencePiece (Llama) | o200k_base (tiktoken) |
ⓘ o4-mini: Deprecated by OpenAI. API access shuts down 2026-10-23; calls will error after that date. Prices are no longer listed on OpenAI's pricing page and could not be re-verified from a vendor source.
Real-world cost example
1,000 API requests per month, each with 500 input tokens and 200 output tokens (500K input + 200K output total).
DeepSeek V4 Pro
$0.3915
Input: $0.2175 +Output: $0.1740
o4-mini
$1.4300
Input: $0.5500 +Output: $0.8800
DeepSeek V4 Pro is 73% cheaper for this workload — saving $1.0385 per month at this volume.
Frequently asked questions
Yes, DeepSeek V4 Pro is cheaper for the typical workload above. At $0.435/1M input and $0.870/1M output tokens, it costs $0.3915 versus $1.4300 for o4-mini — a 73% difference. Costs scale linearly with request volume, so larger workloads amplify this gap.
DeepSeek V4 Pro supports a 1M token context window. o4-mini supports a 200K token context window. A larger context window lets you include more text — documents, conversation history, or code — in a single API call.
DeepSeek V4 Pro supports context caching (99% off repeated tokens). It does not offer a batch API discount. o4-mini does not support context caching. It offers a 50% Batch API discount.
No, they use different tokenizers. DeepSeek V4 Pro uses the SentencePiece (Llama), while o4-mini uses o200k_base (tiktoken). Different tokenizers split text differently, so the same prompt will produce different token counts on each model — the effective cost difference may be larger or smaller than the per-token price difference alone suggests.
DeepSeek V4 Pro (DeepSeek): $0.435 input / $0.87 output per 1M tokens. o4-mini (OpenAI): $1.1 input / $4.4 output per 1M tokens. Rates shown before caching or batch discounts.
For an 80% output / 20% input workload — typical for code generation or long-form writing — DeepSeek V4 Pro costs $0.7830 per 1M total tokens and o4-mini costs $3.7400. DeepSeek V4 Pro is 79% cheaper for this pattern. For your exact ratio, paste a real prompt into the calculator above.
DeepSeek V4 Pro has a 1M-token context window — approximately 750K words or ~3K pages of standard text. o4-mini has a 200K-token context window — approximately 150K words or ~600 pages. (Estimates assume ~0.75 words per token.)
Calculate costs for your actual prompt
Paste your prompt into the calculator and get exact token counts using each model's real tokenizer — all in your browser.
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