DeepSeek API pricing: every model, every rate
DeepSeek publishes different rates for peak and off-peak hours, and discounts cache hits heavily. That makes a single headline number misleading, so below is the standard rate for each model.
deepseek-v4-pro. Rates checked 2026-09-16.Full rate card
40 billable models in total, 33 of them text models. On those text models: 0 carry a rate verified against the vendor's own published pricing, the rest are gateway rates only. USD per 1M tokens, checked 2026-09-16.
| Model | Input | Output | Out/In | Official (in / out) |
|---|---|---|---|---|
deepseek-v4-pro-202606 | $4.5 | $13.5 | 3.0× | not verified |
deepseek-v3.1-fast | $4 | $12 | 3.0× | not verified |
deepseek-v3.2-fast | $4 | $12 | 3.0× | not verified |
deepseek-math-v2 | $2 | $8 | 4.0× | not verified |
deepseek-r1-250120 | $2 | $8 | 4.0× | not verified |
deepseek-r1-250528 | $2 | $8 | 4.0× | not verified |
deepseek-r1-h | $2 | $8 | 4.0× | not verified |
deepseek-r1-searching | $2 | $8 | 4.0× | not verified |
deepseek-reasoner | $2 | $8 | 4.0× | not verified |
deepseek-v3-1-terminus | $2 | $6 | 3.0× | not verified |
deepseek-v3-1-think-250821 | $2 | $6 | 3.0× | not verified |
deepseek-v3-fast | $2 | $8 | 4.0× | not verified |
deepseek-v3.1-think | $2 | $6 | 3.0× | not verified |
deepseek-v4-flash-202605 | $1.5 | $4.5 | 3.0× | not verified |
deepseek-chat | $1 | $1.5 | 1.5× | not verified |
deepseek-coder | $1 | $4 | 4.0× | not verified |
deepseek-r1-distill-qwen-32b | $1 | $3 | 3.0× | not verified |
deepseek-v3-250324 | $1 | $4 | 4.0× | not verified |
deepseek-v3.2-speciale | $1 | $1.5 | 1.5× | not verified |
deepseek-v4-pro | $0.66 | $1.98 | 3.0× | not verified |
deepseek-v4-pro-0813 | $0.66 | $1.98 | 3.0× | not verified |
deepseek-r1-distill-llama-70b | $0.5 | $1.5 | 3.0× | not verified |
deepseek-v3.1-n | $0.5 | $2 | 4.0× | not verified |
DeepSeek-R1 | $0.2899 | $1.1596 | 4.0× | not verified |
deepseek-r1-0528 | $0.2899 | $1.1596 | 4.0× | not verified |
deepseek-v3-1 | $0.2899 | $0.8697 | 3.0× | not verified |
deepseek-v3-1-250821 | $0.2899 | $0.8697 | 3.0× | not verified |
deepseek-v3.1 | $0.2899 | $0.8697 | 3.0× | not verified |
deepseek-v3.1-thinking | $0.2899 | $0.8697 | 3.0× | not verified |
deepseek-r1-distill-qwen-7b | $0.25 | $0.5 | 2.0× | not verified |
deepseek-v4-flash | $0.22 | $0.66 | 3.0× | not verified |
deepseek-v4-flash-0731 | $0.22 | $0.66 | 3.0× | not verified |
deepseek-v4.1-flash | $0.15 | $0.6 | 4.0× | not verified |
DeepSeek-V3 | $0.14495 | $0.5798 | 4.0× | not verified |
deepseek-v3-0324 | $0.14495 | $0.5798 | 4.0× | not verified |
deepseek-v3-search | $0.14495 | $0.5798 | 4.0× | not verified |
deepseek-v3.2 | $0.14495 | $0.217425 | 1.5× | not verified |
deepseek-v3.2-thinking | $0.14495 | $0.217425 | 1.5× | not verified |
deepseek-ocr | $0.108 | $0.108 | 1.0× | not verified |
deepseek-ocr1 | $0.108 | $0.108 | 1.0× | not verified |
Output is billed at a multiple of input on most models. The Out/In column is that multiple — it matters more than the input price once output dominates your bill.
Across 33 priced text models the blended rate spans $0.362375 (deepseek-v3.2) to $18 (deepseek-v4-pro-202606) per 1M tokens — a 50× spread. Picking the wrong tier is usually the single most expensive mistake here.
What DeepSeek costs at three usage levels
Priced on deepseek-v4-flash at $0.22 in / $0.66 out; deepseek-v4-pro at $0.66 in / $1.98 out per 1M tokens, with a 5:1 input-to-output ratio — roughly what an
interactive workload produces.
| Usage level | Tokens per month (in / out) | Lowest-cost tierdeepseek-v4-flash | Median-rate modeldeepseek-v4-pro |
|---|---|---|---|
| Light pilot or side project | 5M / 1M | $1.76 | $5.28 |
| Working one product in production | 50M / 10M | $17.60 | $52.80 |
| Heavy high-volume pipeline | 500M / 100M | $176.00 | $528.00 |
The first column is this vendor's lowest-cost tier; the second is the model closest to its median rate, which is nearer what a real deployment bills. Swap in your own token split in the calculator.
Same budget, other vendors
3 models from other vendors priced within 35% of
deepseek-v4-pro on a blended rate — the cheapest, the dearest and one in between.
This is the horizontal check a single-vendor pricing page cannot give you.
| Model | Vendor | In / out per 1M | vs this |
|---|---|---|---|
qwen3-235b-a22b | Alibaba | $0.35 / $1.4 | −33.7% |
gpt-5.4-mini | OpenAI | $0.375 / $2.25 | −0.6% |
grok-2-1212 | xAI | $1.5 / $1.5 | +13.6% |
Blended comparison (input + output per 1M tokens). Price is one axis — these are the models worth testing side by side at this budget, not interchangeable substitutes.
Why the output rate decides the bill
Across the 33 priced DeepSeek text models, the output rate runs from 1.5× to 4.0× the input rate, with a median of 3.0×. Output tokens are what a chat or agent turn produces — on a typical workload they are the smaller half of the token count but the larger half of the bill.
Worked out: at a 3.0× multiple, a job whose token count is 80% input still spends 43% of its cost on the output it generates. Comparing vendors on the input rate alone hides that.
What DeepSeek is good at
DeepSeek is the default choice when output volume dominates — R1-class reasoning at a fraction of US frontier pricing.
Detailed pages for DeepSeek models
The models we cover in depth, each with worked cost at three usage levels and a comparison against similarly priced alternatives.
- DeepSeek V4 Flash — $0.22 / $0.66 per 1M tokens
- DeepSeek V4 Pro — $0.66 / $1.98 per 1M tokens
Other vendors
Every rate card here is built the same way, from the same price snapshot (2026-09-16), so the numbers are comparable across vendors:
Anthropic · OpenAI · Google · Alibaba · xAI · Zhipu · Moonshot · Meta · MiniMax · ByteDance
FAQ
How much does DeepSeek charge per million tokens?
Across the 33 priced text models in this catalogue, the blended rate (input plus output per 1M tokens) runs from $0.362375 on deepseek-v3.2 to $18 on deepseek-v4-pro-202606, as of 2026-09-16. The spread is what matters: choosing the wrong tier inside one vendor usually costs more than switching vendor.
What is the cheapest DeepSeek model for high-volume work?
deepseek-v3.2 is the lowest blended rate here at $0.14495 input and $0.217425 output per 1M tokens. On a Heavy workload — 500M input and 100M output tokens a month — that bills about $94.22. At the other end, the same workload on deepseek-v4-pro-202606 costs about $3,600.00.
Is DeepSeek cheaper through a gateway than buying direct?
We do not claim a discount on DeepSeek. Its list pricing is not published in a stable machine-readable form, so every figure on this page is a gateway rate with no verified official price to compare against. Check the number in your dashboard before committing to a budget.
How does output pricing change a DeepSeek bill?
Output is billed at a multiple of input on every model priced here, so the input rate alone never predicts the bill. A workload that is mostly input tokens still lands most of its cost on the output column once that multiple is applied. Price your own in/out split in the calculator rather than extrapolating from the headline input rate.
Is DeepSeek billed at the same rate all day?
No. DeepSeek publishes different rates for peak and off-peak windows and discounts cache hits heavily, so a single headline number is misleading. The figures on this page are standard-window rates; a batch job moved to off-peak hours can land below them.
See all 827 models → or use the cost calculator with your own token split.