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DeepSeek API

Hacker Approved

Ranked 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%
Each figure is 2 people. RecommendsCriticizes

Recommended in 11 of 13 months

  1. November 2025: recommended
  2. December 2025: recommended
  3. January 2026: recommended
  4. February 2026: recommended
  5. March 2026: not recommended
  6. April 2026: recommended
  7. May 2026: recommended
  8. June 2026: recommended
  9. July 2026: recommended
  10. August 2026: recommended
  11. September 2026: recommended
  12. October 2026: recommended
  13. 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”
  • 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”
  • 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”
  • 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”
  • 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”
  • 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.

DeepSeek API compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Mistral31424556%136 mo9 owners—
DeepSeek APIThis page1715675%111 mo9 ownersApproved
OpenAI API16628637%139 mo7 owners—
Anthropic API5812632%12——
System One Models by TypeSafe37784%2——
See all 10 LLM APIs, ranked

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”

RecommendsComment from 26 Oct 2026 in “IBM CEO says open weight models are now good and cheap on-prem”

“Those were provably Claude Fable's responses being returned by the DeepSeek API.”

MixedComment from 20 Oct 2026 in “DeepInfer: High-performance inference framework for DeepSeek models”

“DeepSeek their cache handeling is S-tier (with a ton of features, for instance 24h caching).”

RecommendsComment from 2 Oct 2026 in “One month coding with GLM 5.3 Flash”

“it took couple of top-ups for me to realize that it wasn't the budget-king anymore”

CriticizesComment from 29 Sep 2026 in “Sonnet 5.5”

“platform deepseek com's tos enforces use all your data on training, which is a major set back for me.”

MixedComment from 28 Sep 2026 in “Prompting Claude Opus 5.5”

“You can use the models I mentioned directly from DeepSeek, Meta and Xiaomi and not exceed $40.”

RecommendsComment from 23 Sep 2026 in “GPT-6 Sol and Luna”

“I feel like API model providers should lean towards not swapping out models on their paying customers”

CriticizesComment from 9 Sep 2026 in “DeepSeek launching v4.1 flash cheaper and more capable than v4 pro”

“DeepSeek API also has far better inference speed and reliability than the cheapest providers.”

RecommendsComment from 9 Sep 2026 in “DeepSeek launching v4.1 flash cheaper and more capable than v4 pro”

“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”

MixedComment from 9 Sep 2026 in “DeepSeek launching v4.1 flash cheaper and more capable than v4 pro”

“I've never had that experience in the last months of quite intensive use of the official deepseek api.”

RecommendsComment from 9 Sep 2026 in “DeepSeek launching v4.1 flash cheaper and more capable than v4 pro”

“I still haven't came across any decent model that is <$0.01/MTok cache costs apart from deepseek thru their official API”

RecommendsComment from 29 Aug 2026 in “Hy4 preview”

“The cache discount for deepseek is the highest by far, it is the cache that makes the official API so cheap”

RecommendsComment from 22 Aug 2026 in “GPT 5.6 Sol 20% price reduction”

“I don't like it when a company essentially go through my history, train with it”

MixedComment from 14 Aug 2026 in “DeepSeek peak/off-peak pricing update”

“This actually works out favorably for US customers since the peak hours are Chinese working hours and cheap hours are US working hours.”

RecommendsComment from 14 Aug 2026 in “DeepSeek peak/off-peak pricing update”

“DeekSeek did a strategic b2c mistake. It is always easier to start with higher prices and give discounts than go opposite way (=raise).”

CriticizesComment from 14 Aug 2026 in “New DeepSeek Pricing Published (Peak and Off-Peak)”

“Did not find any provider that had a cache hit rate anywhere close to DeepSeeks own API.”

RecommendsComment from 13 Aug 2026 in “DeepSeek API Pricing Update”

“Currently burning money quickly on official deepseek api. They are also increasing pricing starting today.”

CriticizesComment from 12 Aug 2026 in “DeepSeek V4 Pro 0813”

“I'd really rather just pay Deepseek directly. Why wouldn't I want to support the company that trained the model?”

RecommendsComment from 10 Aug 2026 in “DeepSeek costs OpenCode Go user $1.14/day; dual DGX breaks even in 24 years”

“But without the downsides like daily or weekly limits and guaranteed upfront/fixed spend.”

RecommendsComment from 7 Aug 2026 in “DeepSeek V4 Flash 0731”

“Deepseeks secret sauce is the incredibly cheap caching (magnitude cheaper than other providers).”

RecommendsComment from 7 Aug 2026 in “DeepSeek V4 Flash 0731”

“Even if they double their price it is still cheaper than US models on their flat rate plans”

RecommendsComment from 6 Aug 2026 in “DeepSeek planning to significantly raise prices”

“No one could predict what will happen tomorrow and how high the price would bump to.”

CriticizesComment from 6 Aug 2026 in “DeepSeek announced to raise its API price tremendously”

“Going directly though DeepSeek's API and hitting all day long with light/medium tasks I'm at $5/month.”

RecommendsComment from 3 Aug 2026 in “Qwen3.8-Max: A New Bar for Coding and Cowork”

“Anyone that values their online freedom won't want DeepSeek becoming popular or use it for anything important.”

CriticizesComment from 1 Aug 2026 in “DeepSeek's Plan for AGI Is the Costco Hot Dog”

“Yes all of it goes straight to China! All of it is also open source or source available, or will be in the future.”

RecommendsComment from 31 Jul 2026 in “DeepSeek-V4-Flash Update”

“sending at least snippets/chunks of code to a server where it is subject to Chinese government data access laws”

CriticizesComment from 31 Jul 2026 in “DeepSeek-V4-Flash Update”

“I have one of my projects on DeepSeek and it blows my mind how I can use tens of millions of tokens for pennies.”

RecommendsComment from 31 Jul 2026 in “DeepSeek V4 Flash 0731 Intelligence, Performance and Price Analysis”

“The issue for me is the data privacy if you're using their hosted prices, because you cannot opt out of data collection”

MixedComment from 31 Jul 2026 in “DeepSeek V4 Flash 0731 Intelligence, Performance and Price Analysis”

“They're also cheap enough that it's unlikely you'll find a much better deal on those models.”

RecommendsComment from 17 Jul 2026 in “Kimi K3 is now #1 in the Front end Code Arena with 1679 pts, surpassing Fable 5”

“I'm seeing something like 80% cached tokens, which makes using DeepSeek cheaper than damned near any other model anywhere near its size”

RecommendsComment from 28 Jun 2026 in “Wayfinder Router: deterministic routing of queries between local and hosted LLM”

“On multiple occasions I have gotten cache hits resuming a session from the previous day.”

RecommendsComment from 25 Jun 2026 in “GLM-5.2 is the step change for open agents”

“I've burnt 287 million tokens in the last couple of days, costing me a whopping $5.77 USD.”

RecommendsComment from 25 Jun 2026 in “GLM-5.2 is the step change for open agents”

“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”

RecommendsComment from 18 Jun 2026 in “Leaked financial docs show OpenAI is losing billions of dollars a year”

“DeepSeek charges $0.87 per million output tokens compared to $50 for Fable and $30 for GPT-5.5”

MixedComment from 17 Jun 2026 in “US holds off blacklisting China's DeepSeek, +100 firms deemed security risks”

“they are much cheaper and the limits are much higher, so you get more work out of it for less money”

RecommendsComment from 8 Jun 2026 in “DeepSeek V4 Pro beats GPT-5.5 Pro on precision”

“the DeepSeek API seems to be really good at caching and their cached input price is more heavily discounted than most providers”

RecommendsComment from 8 Jun 2026 in “DeepSeek V4 Pro beats GPT-5.5 Pro on precision”

“I ran something like 5 billion tokens through them directly recently without any bumps in the road.”

RecommendsComment from 24 May 2026 in “DeepSeek to Make Permanent 75% Discount on Flagship AI Model”

“It's especially great that you don't have to worry about hitting your limit and being stalled.”

RecommendsComment from 15 May 2026 in “A Few Words on DS4”

“the official DeepSeek API makes no guarantees of data privacy even for paying users.”

CriticizesComment from 2 May 2026 in “DeepSeek V4–almost on the frontier, a fraction of the price”

“if you ran it constantly you'd still be under what OpenAI or Anthropic charge for a coding plan”

RecommendsComment from 24 Apr 2026 in “DeepSeek v4”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.