Kimi

Moonshot AI's Kimi family of large language models, including open-weight releases like Kimi K3.

HN commenters use Kimi K3 as a daily driver for coding, planning and reviews,12345 often comparing it to Opus-tier models,678 and value that it takes on security work that US models refuse.9101112 The most common complaint is high token usage and cost,13141516 and some say quality has declined since version 2.7.1718
The HN verdict, written from 18 cited comments
87recommend
13warn against
Nov 8, 2025first mention
Oct 26, 2026latest mention
Nov 25 – Oct 26
Used forfor codingfor security researchfor plan reviewsopen weightsfor Rust devcodingai coding

Why people recommend it

Frontier-level quality · 3

Several commenters find it comparable to Opus or Claude and see little gap with frontier models.

“it is the first of the chinese models that actually feels comparable to Opus-tier models”

“Just tried K3 out for the first time today and it's a legitimate threat.”

Show 1 more

“I would generally consider the SWE capabilities of Kimi to be on par with Claude”

Coding daily driver · 3

Commenters have replaced Anthropic or other frontier models with it for everyday coding.

“Now it's my daily driver and I have zero complaints.”

“Except a month ago I started testing Kimi K3 and omp and I never went back.”

Show 1 more

“I have completed stopped using Anthropic since Kimi 3 released, and only ever K3 and Codex nowadays”

Fewer refusals · 3

It completes security and exploit work that GPT, Gemini and Opus refused.

“No rejections, they did find the same problems on my project that I used for testing.”

“I just switch the model to Kimi K3 to finish up making the PoC”

Show 1 more

“Switched to K3 and continued my work. And it worked really well for what I was doing.”

switched from Fableon “Kimi Work”

Planning and review · 3

Used for adversarial plan reviews, research, critique and finding bugs in old code.

“Combined with Kimi K3 for adversarial plan reviews - you get robust plans .”

“now Kimi K3 offers a great planning assistant for more advanced coding tasks”

Show 1 more

“GLM-5.3 for coding or Kimi K.3 for research and critique.”

Open weights · 3

Commenters value that it is an open model they can run through multiple providers.

“models like Kimi K3 are right there, open and free to use, as an alternative to the closed models”

“I have been using GLM and Kimi models the last few months mixed with the latest Anthropic models”

Show 1 more

“Check out Kimi, DeepSeek, and GLM series models in particular”

Writing style · 1

One commenter praises its writing style enough to use it to clean up verbose comments.

“Kimi K3 has been my go-to model for its writing style”

Caveats and dissent

Cost and tokens · 3

Some find it expensive per unit of work, and one hit a plan's 5-hour budget in minutes.

“Kimi is by far the most expensive in terms of tokens and $/work done.”

“Kimi K3 is smarter, though.”

building a security auditing harness and benchmarksswitched from Claudeon “Qwen/Qwen3.8-2.4T-A95B”
Show 1 more

“Kimi didn't even finish the scan, ran out of the 5hr budget in less than 10 minutes. Unusable, unfortunately.”

Quality decline · 2

Former heavy users say it got worse starting with version 2.7.

“since 2.7 Kimi has gone way downhill”

formerly a heavy Kimi k2.5/2.6 useron “Sonnet 5.5”

“I was using Kimi a lot but it just nose dived.”

Inconsistent output · 1

One commenter finds output quality varies more than with Anthropic or OpenAI models.

“they're incredibly inconsistent and the variance in output quality is much higher”

Slow responses · 2

It can be slow and take a long time to think, especially after the K3 launch.

“I have been using Kimi for months.”

existing subscriberon “Kimi K3-256k”

Data training · 1

One commenter warns that the default terms allow training on user data.

“Their EULA is “we use your data and train on it unless you negotiate something with us privately””

Usage caps · 1

The $19 plan's weekly cap was hit in a day and a half.

“it is the first of the chinese models that actually feels comparable to Opus-tier models”

Often compared with

Who recommends it in their own words

All comments 51

“while GLM, Kimi and others stay the same”

“Now it's my daily driver and I have zero complaints.”

“I used Kimi K3.1 Pro to figure it out”

“I am entirely satisfied when using my Opencode Go plan with open models like Deepseek Flash/Pro, Kimi and MiMo.”

“Kimi is by far the most expensive in terms of tokens and $/work done.”

“Found it functional but boring. Preferred Qwen.”

“glm and kimi k.3, expensive, slow, ultimately not that much better than deepseek flash for this task.”

“now this is just a better model with the same price”

company planning to switchswitched from GLMon “Kimi K3.1 Pro and K3.1 Pro Highspeed”

“Still burning through the 5-hour rate limit way too quickly, though. Output quality seems solid enough”

“Kimi K3 has been my go-to model for its writing style”

“Kimi didn't even finish the scan, ran out of the 5hr budget in less than 10 minutes. Unusable, unfortunately.”

“models like Kimi K3 are right there, open and free to use, as an alternative to the closed models”

“compile the prompt for the agentic coding tool using Kimi K3”

“1B on the $40 plan where I used more Kimi k3”

“Kimi K2.5, 2.7 and Deepseek v4 were among my favorites”

“Kimi K2.5, 2.7 and Deepseek v4 were among my favorites”

“GLM-5.3 for coding or Kimi K.3 for research and critique.”

“I use MiMov2.6Pro, DeepSeekv4.1Flash, GLM5.3, Hy4, Qwen3.8 and KimiK3 at home.”

“qwen3.8, kimi3, kimi2.7, GLM-5.3 are all good families I use in my coding team”

“qwen3.8, kimi3, kimi2.7, GLM-5.3 are all good families I use in my coding team”

“since 2.7 Kimi has gone way downhill”

formerly a heavy Kimi k2.5/2.6 useron “Sonnet 5.5”

“this was with Kimi which is one of the open models”

“I would generally consider the SWE capabilities of Kimi to be on par with Claude”

“The Chinese models are simply _excellent_”

“Kimi K2.5 before that”

“Kimi and GLM feel extremely coding oriented. I use them for code reviews basically.”

“For a long time Kimi K3 was the best model for this work”

“offering Kimi k3 performance for like half the price”

“vs Kimi 2.7 that I've been using in the cloud version”

“Allow me to recommend switching to Kimi K3 / GLM 5.3 / DeepSeek.”

switched from Claude Codeon “We must pace the frontier”

“GLM-5.3, GLM-5.3-Flash and Kimi K3 are also fine, but slower, more expensive”

“even if I managed to switch to Kimi K3”

“I just switch the model to Kimi K3 to finish up making the PoC”

“I use something top-tier like Kimi K3”

retired, former Google employeeon “Gemini 3.8 Flash and 3.8 Flash Cyber”

“Combined with Kimi K3 for adversarial plan reviews - you get robust plans .”

“Kimi 2.7 paired with Gemini 3.5/4.6/3.7 flash has been my implementer”

“I use Kimi K3 and GLM 5.3 to find old bugs and improve old code”

“I find it hard to distinguish between the outputs of GPT/Claude/Kimi/GLM recently”

“Except a month ago I started testing Kimi K3 and omp and I never went back.”

“Fwiw I love K3 and use it as a daily driver.”

“So, I switched to Kimi K3 and DeepSeek for API testing just because it's so much cheaper.”

building a harness for security workswitched from GPT 5.6 Solon “GLM-5.3: Frontier Coding with Emergent Cyber Capabil…”

“Kimi K3 is smarter, though.”

building a security auditing harness and benchmarksswitched from Claudeon “Qwen/Qwen3.8-2.4T-A95B”

“Kimi 3 was super expensive as spec model”

“I was using Kimi a lot but it just nose dived.”

“Just tried K3 out for the first time today and it's a legitimate threat.”

“it is the first of the chinese models that actually feels comparable to Opus-tier models”

“No rejections, they did find the same problems on my project that I used for testing.”

“now Kimi K3 offers a great planning assistant for more advanced coding tasks”

“Switched to K3 and continued my work. And it worked really well for what I was doing.”

switched from Fableon “Kimi Work”

Threads where it came up

Also written as Kimi K3, Kimi K2.6, Kimi K2.5, Kimi K2. Data: kimi.json. Quotes are verbatim; the verdict and theme labels are written by a model from these comments, and every clause links to its sources.

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