DeepSeek API
Hacker ApprovedRanked 2 of 10 LLM APIs by recommenders
Recommended for very low per-token prices, unusually cheap and effective caching, and no usage caps, but your data goes to China and is used for training.
Recommended for very low per-token prices, unusually cheap and effective caching, and no usage caps, but your data goes to China and is used for training.
227 people gave an opinion
- recommend it
- 171
- criticize it
- 56
- approval share
- 75%
Recommended in 11 of 13 months
- November 2025: recommended
- December 2025: recommended
- January 2026: recommended
- February 2026: recommended
- March 2026: not recommended
- April 2026: recommended
- May 2026: recommended
- June 2026: recommended
- July 2026: recommended
- August 2026: recommended
- September 2026: recommended
- October 2026: recommended
- November 2026: not recommended (month in progress)
Owned for 1 month
Median of the 9 owners who said how long they have had it.
Each square is one year.
Why it carries the badge
- 171 people recommend itNeeds 10 or more, met.
- 3.1 recommenders for every criticNeeds 2 to 1 or better, met.
- Recommended in 11 of 13 monthsNeeds 4 or more, met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Extremely cheap per token
“I have one of my projects on DeepSeek and it blows my mind how I can use tens of millions of tokens for pennies.”
Comment from 31 Jul 2026 in “DeepSeek V4 Flash 0731 Intelligence, Performance and Price Analysis” “the API prices are very low. So much that it is hard to spend over 20 dollars per month as an individual”
Comment from 26 Oct 2026 in “IBM CEO says open weight models are now good and cheap on-prem” “Going directly though DeepSeek's API and hitting all day long with light/medium tasks I'm at $5/month.”
Comment from 3 Aug 2026 in “Qwen3.8-Max: A New Bar for Coding and Cowork” - Comment from 8 Jun 2026 in “DeepSeek V4 Pro beats GPT-5.5 Pro on precision”
- Comment from 24 Apr 2026 in “DeepSeek v4”
- Comment from 17 Jun 2026 in “US holds off blacklisting China's DeepSeek, +100 firms deemed security risks”
- Comment from 23 Sep 2026 in “GPT-6 Sol and Luna”
- Comment from 17 Jul 2026 in “Kimi K3 is now #1 in the Front end Code Arena with 1679 pts, surpassing Fable 5”
- Comment from 6 Aug 2026 in “DeepSeek planning to significantly raise prices”
- Comment from 25 Jun 2026 in “GLM-5.2 is the step change for open agents”
Best-in-class cache discounts and hits
“I'm seeing something like 80% cached tokens, which makes using DeepSeek cheaper than damned near any other model anywhere near its size”
Comment from 28 Jun 2026 in “Wayfinder Router: deterministic routing of queries between local and hosted LLM” “the DeepSeek API seems to be really good at caching and their cached input price is more heavily discounted than most providers”
Comment from 8 Jun 2026 in “DeepSeek V4 Pro beats GPT-5.5 Pro on precision” “I still haven't came across any decent model that is <$0.01/MTok cache costs apart from deepseek thru their official API”
Comment from 29 Aug 2026 in “Hy4 preview” - Comment from 22 Aug 2026 in “GPT 5.6 Sol 20% price reduction”
- Comment from 7 Aug 2026 in “DeepSeek V4 Flash 0731”
- Comment from 2 Oct 2026 in “One month coding with GLM 5.3 Flash”
- Comment from 25 Jun 2026 in “GLM-5.2 is the step change for open agents”
- Comment from 13 Aug 2026 in “DeepSeek API Pricing Update”
No session or weekly limits
“Deepseek shines for personal usage because it's possible to use it however you want and whenever you want with no session/weekly limits stress”
Comment from 18 Jun 2026 in “Leaked financial docs show OpenAI is losing billions of dollars a year” “they are much cheaper and the limits are much higher, so you get more work out of it for less money”
Comment from 8 Jun 2026 in “DeepSeek V4 Pro beats GPT-5.5 Pro on precision” “It's especially great that you don't have to worry about hitting your limit and being stalled.”
Comment from 15 May 2026 in “A Few Words on DS4” - Comment from 7 Aug 2026 in “DeepSeek V4 Flash 0731”
Reliable and fast inference
“I've never had that experience in the last months of quite intensive use of the official deepseek api.”
Comment from 9 Sep 2026 in “DeepSeek launching v4.1 flash cheaper and more capable than v4 pro” “I ran something like 5 billion tokens through them directly recently without any bumps in the road.”
Comment from 24 May 2026 in “DeepSeek to Make Permanent 75% Discount on Flagship AI Model” “DeepSeek API also has far better inference speed and reliability than the cheapest providers.”
Comment from 9 Sep 2026 in “DeepSeek launching v4.1 flash cheaper and more capable than v4 pro”
What people warn about
Each mark is one comment
Data used for training, no opt-out
“The issue for me is the data privacy if you're using their hosted prices, because you cannot opt out of data collection”
Comment from 31 Jul 2026 in “DeepSeek V4 Flash 0731 Intelligence, Performance and Price Analysis” “platform deepseek com's tos enforces use all your data on training, which is a major set back for me.”
Comment from 28 Sep 2026 in “Prompting Claude Opus 5.5” “the official DeepSeek API makes no guarantees of data privacy even for paying users.”
Comment from 2 May 2026 in “DeepSeek V4–almost on the frontier, a fraction of the price” - Comment from 14 Aug 2026 in “DeepSeek peak/off-peak pricing update”
Chinese government data access concerns
“sending at least snippets/chunks of code to a server where it is subject to Chinese government data access laws”
Comment from 31 Jul 2026 in “DeepSeek-V4-Flash Update” “Anyone that values their online freedom won't want DeepSeek becoming popular or use it for anything important.”
Comment from 1 Aug 2026 in “DeepSeek's Plan for AGI Is the Costco Hot Dog” Prices rising, less of a bargain
“DeekSeek did a strategic b2c mistake. It is always easier to start with higher prices and give discounts than go opposite way (=raise).”
Comment from 14 Aug 2026 in “New DeepSeek Pricing Published (Peak and Off-Peak)” “Currently burning money quickly on official deepseek api. They are also increasing pricing starting today.”
Comment from 12 Aug 2026 in “DeepSeek V4 Pro 0813” “No one could predict what will happen tomorrow and how high the price would bump to.”
Comment from 6 Aug 2026 in “DeepSeek announced to raise its API price tremendously” - Comment from 29 Sep 2026 in “Sonnet 5.5”
Unexpected model swaps or responses
“I feel like API model providers should lean towards not swapping out models on their paying customers”
Comment from 9 Sep 2026 in “DeepSeek launching v4.1 flash cheaper and more capable than v4 pro” “Those were provably Claude Fable's responses being returned by the DeepSeek API.”
Comment from 20 Oct 2026 in “DeepInfer: High-performance inference framework for DeepSeek models”
Other LLM APIs people recommend
The four most recommended other LLM APIs, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| Mistral | 314 | 245 | 56% | 13 | 6 mo9 owners | — |
| DeepSeek API | 171 | 56 | 75% | 11 | 1 mo9 owners | Approved |
| OpenAI API | 166 | 286 | 37% | 13 | 9 mo7 owners | — |
| Anthropic API | 58 | 126 | 32% | 12 | — | — |
| System One Models by TypeSafe | 37 | 7 | 84% | 2 | — | — |
What people said
40 of the 283 comments that mention it, newest first. Each links to the original comment.
“the API prices are very low. So much that it is hard to spend over 20 dollars per month as an individual”
“Those were provably Claude Fable's responses being returned by the DeepSeek API.”
“DeepSeek their cache handeling is S-tier (with a ton of features, for instance 24h caching).”
“it took couple of top-ups for me to realize that it wasn't the budget-king anymore”
“platform deepseek com's tos enforces use all your data on training, which is a major set back for me.”
“You can use the models I mentioned directly from DeepSeek, Meta and Xiaomi and not exceed $40.”
“I feel like API model providers should lean towards not swapping out models on their paying customers”
“DeepSeek API also has far better inference speed and reliability than the cheapest providers.”
“One of the best things about Deepseek is that you can host it yourself and get a ridiculous multiple of usage for what the same dollar amount would yield from their API”
“I've never had that experience in the last months of quite intensive use of the official deepseek api.”
“I still haven't came across any decent model that is <$0.01/MTok cache costs apart from deepseek thru their official API”
“The cache discount for deepseek is the highest by far, it is the cache that makes the official API so cheap”
“I don't like it when a company essentially go through my history, train with it”
“This actually works out favorably for US customers since the peak hours are Chinese working hours and cheap hours are US working hours.”
“DeekSeek did a strategic b2c mistake. It is always easier to start with higher prices and give discounts than go opposite way (=raise).”
“Did not find any provider that had a cache hit rate anywhere close to DeepSeeks own API.”
“Currently burning money quickly on official deepseek api. They are also increasing pricing starting today.”
“I'd really rather just pay Deepseek directly. Why wouldn't I want to support the company that trained the model?”
“But without the downsides like daily or weekly limits and guaranteed upfront/fixed spend.”
“Deepseeks secret sauce is the incredibly cheap caching (magnitude cheaper than other providers).”
“Even if they double their price it is still cheaper than US models on their flat rate plans”
“No one could predict what will happen tomorrow and how high the price would bump to.”
“Going directly though DeepSeek's API and hitting all day long with light/medium tasks I'm at $5/month.”
“Anyone that values their online freedom won't want DeepSeek becoming popular or use it for anything important.”
“Yes all of it goes straight to China! All of it is also open source or source available, or will be in the future.”
“sending at least snippets/chunks of code to a server where it is subject to Chinese government data access laws”
“I have one of my projects on DeepSeek and it blows my mind how I can use tens of millions of tokens for pennies.”
“The issue for me is the data privacy if you're using their hosted prices, because you cannot opt out of data collection”
“They're also cheap enough that it's unlikely you'll find a much better deal on those models.”
“I'm seeing something like 80% cached tokens, which makes using DeepSeek cheaper than damned near any other model anywhere near its size”
“On multiple occasions I have gotten cache hits resuming a session from the previous day.”
“I've burnt 287 million tokens in the last couple of days, costing me a whopping $5.77 USD.”
“Deepseek shines for personal usage because it's possible to use it however you want and whenever you want with no session/weekly limits stress”
“DeepSeek charges $0.87 per million output tokens compared to $50 for Fable and $30 for GPT-5.5”
“they are much cheaper and the limits are much higher, so you get more work out of it for less money”
“the DeepSeek API seems to be really good at caching and their cached input price is more heavily discounted than most providers”
“I ran something like 5 billion tokens through them directly recently without any bumps in the road.”
“It's especially great that you don't have to worry about hitting your limit and being stalled.”
“the official DeepSeek API makes no guarantees of data privacy even for paying users.”
“if you ran it constantly you'd still be under what OpenAI or Anthropic charge for a coding plan”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.