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OpenAI Luna

Hacker Approved

Tied for most recommended of 11 small language models

A very cheap OpenAI model that people say handles everyday and agentic tasks nearly as well as bigger models; critics say it struggles with complex reasoning and coding.

A very cheap OpenAI model that people say handles everyday and agentic tasks nearly as well as bigger models; critics say it struggles with complex reasoning and coding.

274 people gave an opinion

recommend it
218
criticize it
56
approval share
80%
Each figure is 2 people. RecommendsCriticizes

Recommended in 7 of 13 months

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

Why it carries the badge

  • 218 people recommend itNeeds 10 or more, met.
  • 3.9 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

  • Extremely cheap, great value

    “Luna saw a huge jump after the price cut and is one of the more competitive models at the new price on openrouter.”

    Comment from 17 Aug 2026 in “GPT-5.6 Sol Pricing Cut by 50%”

    “if the task is simple enough that they do come out cheaper than Sol, I can switch to Luna and come in even cheaper”

    Comment from 9 Oct 2026 in “Why isn't the industry freaking out about DeepSeek 4.1 Flash?”

    “there are many models like deepseek v4 flash and luna that are both cheaper and way better than most other models”

    Comment from 8 Aug 2026 in “Databricks drove down AI coding spend 70%”
  • Rivals larger, pricier models

    “In my real world use Luna is as useful to me as Sonnet. And it gets stuff done faster and follows my instructions more closely.”

    Comment from 30 Jul 2026 in “Advancing the price-performance frontier with GPT‑5.6”

    “I use Luna a lot (over 1T tokens since it came out) and I'd rank Luna (high/xhigh) on par with Sonnet 5, without hesitation.”

    Comment from 30 Jul 2026 in “Advancing the price-performance frontier with GPT‑5.6”

    “Luna is so extremely cheap and cranked up to max it does anything I'd want Terra to do for a fraction of the cost”

    Comment from 12 Aug 2026 in “DeepSeek V4 Pro 0813”
  • Good daily driver for simple tasks

    “For lightweight/daily driver tasks, Gemini Flash 3.8, DeepSeek Flash, and Luna are still up there as favorites.”

    Comment from 24 Oct 2026 in “Kimi K3.1 Pro and K3.1 Pro Highspeed”

    “Having a great time with Luna lately, even on Low reasoning effort, which I wasn't expecting at all.”

    Comment from 16 Aug 2026 in “I Remain a Skeptic”

    “is ridiculously cheap @ $0.2/$1.2, easily accessible, and more than good enough for basic use cases”

    Comment from 27 Aug 2026 in “Small Models Have Arrived”
  • Reliable tool calls, follows instructions

    “Luna is the most impressive model released so far by any provider. It's perfect for doing all the low-level tool calling and developing hypotheses.”

    Comment from 25 Jul 2026 in “Opus 5 is currently #1 on Artificial Analysis Intelligence Leaderboard”

    “I've been driving Luna xhigh in CoPilot CLI since it was released as my daily driver. Good reasoning, no problems with tool calls.”

    Comment from 30 Jul 2026 in “Advancing the price-performance frontier with GPT‑5.6”

    “In my real world use Luna is as useful to me as Sonnet. And it gets stuff done faster and follows my instructions more closely.”

    Comment from 30 Jul 2026 in “Advancing the price-performance frontier with GPT‑5.6”

What people warn about

Each mark is one comment

  • Weak at complex reasoning, coding

    “Luna and in general, smaller models, will struggle to understand the intent and complexities behind human language.”

    Comment from 13 Oct 2026 in “Muse Wonder”

    “Sol was a lot happier with what Terra produced and would find far fewer issues than what was implemented by Luna.”

    Comment from 22 Sep 2026 in “Claude Opus 5.5”

    “It's also pretty cheap if you're paying for it (for coding). But I don't quite trust it for anything complicated”

    Comment from 6 Aug 2026 in “Improving GPT-5.6 Sol in ChatGPT—and expanding access for free users”
  • Slow, needs high reasoning effort

    “Luna is not really the fastest. You need to use it in high/max to get the good output for what it is good for: summarizing.”

    Comment from 7 Oct 2026 in “Claude Haiku 5.5”

    “they’re quite slow (OAI seems to be really slow lately) and don’t have the reasoning traces”

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

    “Luna xhigh can achieve similar scores on the evals, but it takes noticeably longer.”

    Comment from 27 Aug 2026 in “Small Models Have Arrived”
  • Takes shortcuts, writes messy code

    “I've had Luna take shortcuts (like adding an overload to methods whose signature it changed”

    Comment from 21 Aug 2026 in “DeepSeek-v4-flash-vision-exp”

    “It imported the library and wrote spaghetti if-statement soup to get it to work.”

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

    “Luna is that but worse so if you account for things like going down wrong paths”

    Comment from 27 Aug 2026 in “Small Models Have Arrived”

Other small language models people recommend

The four most recommended other small language models, 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.

OpenAI Luna compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
OpenAI LunaThis page2185680%7—Approved
Claude Haiku21813462%134 mo4 owners—
Apple Foundation Models453556%111 yr4 owners—
Ministral18675%8—Approved
Microsoft Phi16770%11—Approved
See all 11 small language models, ranked

What people said

40 of the 355 comments that mention it, newest first. Each links to the original comment.

“For lightweight/daily driver tasks, Gemini Flash 3.8, DeepSeek Flash, and Luna are still up there as favorites.”

RecommendsComment from 24 Oct 2026 in “Kimi K3.1 Pro and K3.1 Pro Highspeed”

“Being able to directly distill their huge frontier models into Luna/Haiku-level models puts them a step ahead still.”

MixedComment from 17 Oct 2026 in “DeepSeek-v4.1-Flash-1017”

“Luna and in general, smaller models, will struggle to understand the intent and complexities behind human language.”

MixedComment from 13 Oct 2026 in “Muse Wonder”

“if the task is simple enough that they do come out cheaper than Sol, I can switch to Luna and come in even cheaper”

RecommendsComment from 9 Oct 2026 in “Why isn't the industry freaking out about DeepSeek 4.1 Flash?”

“Luna 6 and now Haiku 5.5 are both very competitive if not better on all axes that we care about”

RecommendsComment from 8 Oct 2026 in “Why isn't the industry freaking out about DeepSeek 4.1 Flash?”

“Luna is not really the fastest. You need to use it in high/max to get the good output for what it is good for: summarizing.”

MixedComment from 7 Oct 2026 in “Claude Haiku 5.5”

“You can get 99% of jobs and work done with Haiku/Luna in a collaberating working enviroment.”

RecommendsComment from 7 Oct 2026 in “Meta and Microsoft take steps to reduce employee usage of Claude AI”

“3 times more expensive at twice the latency with lower performance is a tough sell”

CriticizesComment from 6 Oct 2026 in “Decisions API is in public beta”

“Luna is SO MUCH cheaper that even if it spends 30K overhead in context its still much less costly”

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

“It imported the library and wrote spaghetti if-statement soup to get it to work.”

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

“Sol was a lot happier with what Terra produced and would find far fewer issues than what was implemented by Luna.”

CriticizesComment from 22 Sep 2026 in “Claude Opus 5.5”

“Narrowing down what a smaller model like Luna needs to look for / care about helps them do better work”

RecommendsComment from 14 Sep 2026 in “GPT-5.6 Luna vs. GPT-6 Astra: Is a $1.20 Model Good Enough for Code Review?”

“An excellent model and still usually better value per dollar than Gemini if you pay for API tokens”

RecommendsComment from 2 Sep 2026 in “Gemini 3.8 Flash and 3.8 Flash Cyber”

“Luna xhigh can achieve similar scores on the evals, but it takes noticeably longer.”

MixedComment from 27 Aug 2026 in “Small Models Have Arrived”

“Luna is that but worse so if you account for things like going down wrong paths”

CriticizesComment from 27 Aug 2026 in “Small Models Have Arrived”

“is ridiculously cheap @ $0.2/$1.2, easily accessible, and more than good enough for basic use cases”

RecommendsComment from 27 Aug 2026 in “Small Models Have Arrived”

“I've had Luna take shortcuts (like adding an overload to methods whose signature it changed”

CriticizesComment from 21 Aug 2026 in “DeepSeek-v4-flash-vision-exp”

“I moved over to luna since it's comparable speeds and cost for a lot more intelligence.”

MixedComment from 19 Aug 2026 in “Cerebras CS4”

“Luna saw a huge jump after the price cut and is one of the more competitive models at the new price on openrouter.”

RecommendsComment from 17 Aug 2026 in “GPT-5.6 Sol Pricing Cut by 50%”

“the electricity it costs to run on a 3090 is not negligible, so that it's cheaper to use Luna high via API”

RecommendsComment from 17 Aug 2026 in “Qwen 3.8 27B is excellent, but it defaults to overthinking things”

“Having a great time with Luna lately, even on Low reasoning effort, which I wasn't expecting at all.”

RecommendsComment from 16 Aug 2026 in “I Remain a Skeptic”

“We've literally saved tens of millions already by switching to Luna for many workloads at my company.”

RecommendsComment from 14 Aug 2026 in “Accelerating GPT-5.6 Sol Ultrafast”

“Luna is very usable. I've plugged it into the slot I used to have GLM 5.2 in; I think it's just as good.”

RecommendsComment from 13 Aug 2026 in “Gemini 3.7 Flash”

“Both super fast, super cheap, and I have not felt need for anything more capable in few weeks.”

RecommendsComment from 13 Aug 2026 in “Gemini 3.7 Flash”

“Luna is cheap and is at DSV4F level, but it's not capable of advanced reasoning.”

MixedComment from 13 Aug 2026 in “DeepSeek V4 Pro 0813”

“When I run a task across Sol, Terra, and Luna, I get variations of the same thing with diminishing quality.”

CriticizesComment from 13 Aug 2026 in “SpaceXAI's Grok 4.6 Scores 61 on the Artificial Analysis Intelligence Index”

“Luna is so extremely cheap and cranked up to max it does anything I'd want Terra to do for a fraction of the cost”

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

“they’re quite slow (OAI seems to be really slow lately) and don’t have the reasoning traces”

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

“there are many models like deepseek v4 flash and luna that are both cheaper and way better than most other models”

RecommendsComment from 8 Aug 2026 in “Databricks drove down AI coding spend 70%”

“Luna has actually been my favorite coding model that predictably just works at boring dev tasks.”

RecommendsComment from 7 Aug 2026 in “DeepSeek announced to raise its API price tremendously”

“It's also pretty cheap if you're paying for it (for coding). But I don't quite trust it for anything complicated”

MixedComment from 6 Aug 2026 in “Improving GPT-5.6 Sol in ChatGPT—and expanding access for free users”

“I've been driving Luna xhigh in CoPilot CLI since it was released as my daily driver. Good reasoning, no problems with tool calls.”

RecommendsComment from 30 Jul 2026 in “Advancing the price-performance frontier with GPT‑5.6”

“In my real world use Luna is as useful to me as Sonnet. And it gets stuff done faster and follows my instructions more closely.”

RecommendsComment from 30 Jul 2026 in “Advancing the price-performance frontier with GPT‑5.6”

“Luna's now cheaper than 5.4-nano (for output tokens). That's a significant improvement.”

RecommendsComment from 30 Jul 2026 in “Advancing the price-performance frontier with GPT‑5.6”

“Luna is good as an end user model for simple tasks like classification, but not as a coding model.”

MixedComment from 30 Jul 2026 in “Advancing the price-performance frontier with GPT‑5.6”

“I use Luna a lot (over 1T tokens since it came out) and I'd rank Luna (high/xhigh) on par with Sonnet 5, without hesitation.”

RecommendsComment from 30 Jul 2026 in “Advancing the price-performance frontier with GPT‑5.6”

“Luna is the most impressive model released so far by any provider. It's perfect for doing all the low-level tool calling and developing hypotheses.”

RecommendsComment from 25 Jul 2026 in “Opus 5 is currently #1 on Artificial Analysis Intelligence Leaderboard”

“Luna respect AGENTS.md and even refuse to mark a task slice completed without testing because i wrote this as rule.”

RecommendsComment from 19 Jul 2026 in “Fable 5 vs. GPT-5.6 Sol on an NP-Hard Problem: Does /goal help?”

“Luna 5.6 xhigh scores within the margin of error the same as Opus 4.8 max on DeepSWE for 8x cheaper”

RecommendsComment from 17 Jul 2026 in “Kimi K3 is now live”

“Luna looks quite interesting though, happy to see OpenAI still serving the more budget-oriented side of the market”

RecommendsComment from 9 Jul 2026 in “GPT-5.6”

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