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Neuralwatt

Hacker Approved

Ranked 5 of 14 inference providers by recommenders

People recommend Neuralwatt for cheap, energy-metered access to open-weight models, with per-call energy reporting. Main caveat: it raised its prices after a cheap start.

People recommend Neuralwatt for cheap, energy-metered access to open-weight models, with per-call energy reporting. Main caveat: it raised its prices after a cheap start.

19 people gave an opinion

recommend it
18
criticize it
1
approval share
95%
Each figure is one person. RecommendsCriticizes

Recommended in 7 of 13 months

  1. November 2025: not recommended
  2. December 2025: not recommended
  3. January 2026: recommended
  4. February 2026: not recommended
  5. March 2026: recommended
  6. April 2026: not recommended
  7. May 2026: not 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)

Why it carries the badge

  • 18 people recommend itNeeds 10 or more, met.
  • 18 recommenders for every criticNeeds 2 to 1 or better, met.
  • Recommended in 7 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

  • Cheap, energy-based pricing

    “providers like neuralwatt cut that cost down even more by using energy as the actual cost.”

    Comment from 6 Jul 2026 in “GLM 5.2 and the coming AI margin collapse”

    “very generous pricing since we have options to bill per kWh instead of per token”

    Comment from 31 Mar 2026 in “Anthropic: Claude Code users hitting usage limits 'way faster than expected'”

    “I'm using synthetic.new and Neuralwatt with pi and its good and also cheap”

    Comment from 28 Jun 2026 in “Semgrep: GLM 5.2 beats Claude in our Cyber Benchmarks”
  • Measures and reports energy use

    “the energy numbers I get from Neuralwatt are within the ballpark of what is available elsewhere”

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

    “we have a service which actually optimizes and measures the energy of your AI use”

    Comment from 20 Jan 2026 in “Electricity use of AI coding agents”

    “They report energy usage with every call as well as aggregate statistics.”

    Comment from 29 Sep 2026 in “GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price”
  • Happy existing customers

    “Switched from Standard to Pro last week, it's great”

    Comment from 3 Oct 2026 in “One month coding with GLM 5.3 Flash”

    “Price/performance for api pricing was great.”

    Comment from 29 Jun 2026 in “Semgrep: GLM 5.2 beats Claude in our Cyber Benchmarks”

    “not affiliated, just a happy customer”

    Comment from 21 Jun 2026 in “Anthropic to Require ID Verification for Certain Capabilities Starting July 8”

What people warn about

Each mark is one comment

  • Raised prices after cheap start

    “Neuralwatt was cheap (but slow) but they cranked their price.”

    Comment from 16 Jul 2026 in “Kimi K3 is now live”

    “But Neuralwatt significantly raised their rates since then.”

    Comment from 14 Aug 2026 in “GLM-5.3: Frontier Coding with Emergent Cyber Capabilities”

Other inference providers people recommend

The four most recommended other inference providers, 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.

Neuralwatt compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Fireworks AI671978%11—Approved
DeepInfra361177%11—Approved
Together AI20774%9—Approved
fal.ai19773%8—Approved
NeuralwattThis page18195%7—Approved
See all 14 inference providers, ranked

What people said

24 of the 25 comments that mention it, newest first. Each links to the original comment.

“unintuitive/abstracted pricing model I have no interest in”

MixedComment from 17 Oct 2026 in “Why harnesses matter for energy (and token) efficiency”

“Switched from Standard to Pro last week, it's great”

RecommendsComment from 3 Oct 2026 in “One month coding with GLM 5.3 Flash”

“the energy numbers I get from Neuralwatt are within the ballpark of what is available elsewhere”

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

“Neuralwatt can hit up to 98% but DeepSeek can do 99.x... That may not sound like a big difference but it quickly widens the gap on long tasks”

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

“Makes models’ “efficiency” much more visible than tokens.”

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

“They report energy usage with every call as well as aggregate statistics.”

RecommendsComment from 29 Sep 2026 in “GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price”

“They are ZDR and great energy based K3 pricing.”

RecommendsComment from 28 Sep 2026 in “Ember-1”

“But Neuralwatt significantly raised their rates since then.”

MixedComment from 14 Aug 2026 in “GLM-5.3: Frontier Coding with Emergent Cyber Capabilities”

“Neuralwatt was cheap (but slow) but they cranked their price.”

MixedComment from 16 Jul 2026 in “Kimi K3 is now live”

“One of the reasons this is a bit cheaper, especially for agentic systems”

RecommendsComment from 14 Jul 2026 in “The real prices of frontier models. Tokens * Price, right?”

“it does seem like you get a lot more usage even on the cheap plan”

MixedComment from 13 Jul 2026 in “The real prices of frontier models. Tokens * Price, right?”

“providers like neuralwatt cut that cost down even more by using energy as the actual cost.”

RecommendsComment from 6 Jul 2026 in “GLM 5.2 and the coming AI margin collapse”

“Opencode Go subscription ($5 to try for one month) or Neuralwatt are what I use”

RecommendsComment from 29 Jun 2026 in “Semgrep: GLM 5.2 beats Claude in our Cyber Benchmarks”

“Price/performance for api pricing was great.”

RecommendsComment from 29 Jun 2026 in “Semgrep: GLM 5.2 beats Claude in our Cyber Benchmarks”

“Uncertainty and selective stats puts people off signing up, they tend to assume the worst.”

MixedComment from 29 Jun 2026 in “Semgrep: GLM 5.2 beats Claude in our Cyber Benchmarks”

“it only cost me $18 on energy-based pricing”

RecommendsComment from 28 Jun 2026 in “Semgrep: GLM 5.2 beats Claude in our Cyber Benchmarks”

“I'm using synthetic.new and Neuralwatt with pi and its good and also cheap”

RecommendsComment from 28 Jun 2026 in “Semgrep: GLM 5.2 beats Claude in our Cyber Benchmarks”

“One can also try https://neuralwatt.com using it in opencode.”

RecommendsComment from 28 Jun 2026 in “Semgrep: GLM 5.2 beats Claude in our Cyber Benchmarks”

“I've read a lot of reviews that its very cheap to run”

RecommendsComment from 22 Jun 2026 in “Sakana Fugu”

“not affiliated, just a happy customer”

RecommendsComment from 21 Jun 2026 in “Anthropic to Require ID Verification for Certain Capabilities Starting July 8”

“Took them 1 day to include GLM 5.2 ... Yes, the remove old models fast because they do not have the server capacity to keep old models around.”

MixedComment from 18 Jun 2026 in “GLM-5.2 is the new leading open weights model on Artificial Analysis”

“the cloud offering doesn't seem that well-run”

MixedComment from 17 Jun 2026 in “GLM-5.2 is the new leading open weights model on Artificial Analysis”

“very generous pricing since we have options to bill per kWh instead of per token”

RecommendsComment from 31 Mar 2026 in “Anthropic: Claude Code users hitting usage limits 'way faster than expected'”

“we have a service which actually optimizes and measures the energy of your AI use”

RecommendsComment from 20 Jan 2026 in “Electricity use of AI coding agents”

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