Composer

Cursor's in-house agentic coding model, fine-tuned from Kimi K2.5, available inside the Cursor editor.

Liked as a cheap, fast workhorse for small, well-scoped coding tasks12345, often implementing plans drafted by larger models.6789 The most common complaint is shallow or error-prone output on complex tasks1011121314, so many users still switch to Opus or GPT for hard problems.15161718
The HN verdict, written from 18 cited comments
31recommend
8warn against
Nov 18, 2025first mention
Sep 26, 2026latest mention
Nov 25 – Oct 26
Used forfor Cursor usersfor budget-capped teamsfor small coding tasksfor codebase Q&Afor solo devsai codingcoding

Why people recommend it

Low cost · 3

Commenters say it is much cheaper than frontier models, with generous usage limits, and still does the job.

“I find it really hard to justify the other models for the performance/cost I'm getting with Composer 2.5.”

working on a fairly routine full stack web appon “CursorBench 3.1”

“that I use a lot of the time when I have fairly straightforward tasks”

Show 1 more

“price very competitively for their quality and have very generous usage limits”

Speed · 3

Commenters repeatedly describe it as very fast, including in comparison with Anthropic models.

“It is just a cheap, fast, surgical workhorse.”

“Composer is actually really good, and fast.”

Show 1 more

“I use it quite a bit and it works well and is extremely fast for the tasks it was built for”

Daily driver · 3

Several users have made it their default model for everyday coding work.

“It's my daily driver, it's fast affordable and with a bit of guidance gets the job done.”

“Composer 2.5 is really solid”

Show 1 more

“Now Composer 2 has taken over as my default model.”

Small tasks · 3

Seen as reliable for small, straightforward, focused changes.

“I do the bulk of my work with Composer 2.5. It’s quite good for “going forward” on smallish tasks”

employer provides limited LLM budgeton “Plan mode is dead”

“that I use a lot of the time when I have fairly straightforward tasks”

Show 1 more

“impressively fast and able but not tuned to be that agentic, so it's better for one-shot code changes than long-running tasks. Fantastic UI.”

Plan execution · 3

Commenters pair it with stronger models that plan, then let it implement.

“Composer 2.5 - which remains incredible and honestly nothing else compares for me”

Show 1 more

“Kimi K2.5, Composer 2.5, GPT-5.4 mini, etc. for faster implementation”

Codebase Q&A · 3

Commenters say it is fast and useful for code search, explanations and research about a codebase.

“Composer 2.5 is really fast in their harness at code search/explanation/Q&A tasks”

data engineering/platform engineeringon “SpaceX Is Buying Cursor”
Show 1 more

Caveats and dissent

Complex tasks · 3

Users report shallow results or getting stuck on harder, more complex work.

“it is very fast, especially compared to anthropic models, but the result it produces, especially with more difficult tasks is very shallow.”

using it 6 monthson “CursorBench 3.1”

“Incredibly token efficient, fast, and gets the same quality as if you worked the whole thing with Fable/Opus/GPT.”

open source maintaineron “CursorBench 3.1”
Show 1 more

“Now Composer 2 has taken over as my default model.”

Code mistakes · 3

Some users find its output error-prone and well below GPT or Opus quality.

“Every time I use Composer 2.5 I have to spend a bunch of time cleaning up its mistakes.”

“Composer hands me a quickly put together college project that was started the night before it was due.”

Show 1 more

“in my day-to-day usage it fell short across the board”

Needs guidance · 3

It reportedly needs a good plan or hand-holding to produce good results.

“Composer is really good, but just like any Chinese model it needs a good plan. It's cheap and fast”

“composer 2.5 - mediocre with hand holding and super fast”

Show 1 more

“my distaste for Composer and my preference for Opus”

Benchmark doubts · 3

Some commenters distrust the benchmark claims used to market it as frontier-level.

“I've experienced Composer 2's performance and it leaves much to be desired as a daily driver for a knowledge worker.”

Show 1 more

“in my day-to-day usage it fell short across the board”

Often compared with

Who recommends it in their own words

All comments 41

“I do the bulk of my work with Composer 2.5. It’s quite good for “going forward” on smallish tasks”

employer provides limited LLM budgeton “Plan mode is dead”

“Composer 2.5 - which remains incredible and honestly nothing else compares for me”

“It is just a cheap, fast, surgical workhorse.”

“can be handled with Auto mode or Composer 2.5 (or Grok 4.6 High)”

“auto picks between Opus 5, GPT 5.6, Grok 4.6, and Composer 2.5”

“price very competitively for their quality and have very generous usage limits”

“Why would I need Composer unless I'm a poor hobbyist?”

“I use Cursor and am happy with Composer :)”

“Like GLM, (now with 4.5) Grok, Composer.”

“Composer 2.5 was a lot better than I had expected”

“Composer 2.5 finetuned Kimi K2.5”

“Every time I use Composer 2.5 I have to spend a bunch of time cleaning up its mistakes.”

“other models (GPT*, GEMINI*, Cursor - Composer 2.5 etc) as more like workhorse models”

“Incredibly token efficient, fast, and gets the same quality as if you worked the whole thing with Fable/Opus/GPT.”

open source maintaineron “CursorBench 3.1”

“it is very fast, especially compared to anthropic models, but the result it produces, especially with more difficult tasks is very shallow.”

using it 6 monthson “CursorBench 3.1”

“my distaste for Composer and my preference for Opus”

“Composer hands me a quickly put together college project that was started the night before it was due.”

“I find it really hard to justify the other models for the performance/cost I'm getting with Composer 2.5.”

working on a fairly routine full stack web appon “CursorBench 3.1”

“I use for everything like trigger and monitor a 10 steps release process using composer , a very capable model”

“It's my daily driver, it's fast affordable and with a bit of guidance gets the job done.”

“I use Composer (since we use Cursor) or GPT 5.3-codex as my workhorse models”

works under a monthly spend cap at workon “Claude Sonnet 5”

“composer 2.5 - mediocre with hand holding and super fast”

“Composer is actually really good, and fast.”

“that I use a lot of the time when I have fairly straightforward tasks”

“Composer 2.5 is really fast in their harness at code search/explanation/Q&A tasks”

data engineering/platform engineeringon “SpaceX Is Buying Cursor”

“mostly using Composer 2.5, but I freely change the model when the need arises”

“I use it quite a bit and it works well and is extremely fast for the tasks it was built for”

“Composer 2.5 is really solid”

“Composer is really good, but just like any Chinese model it needs a good plan. It's cheap and fast”

“they will happily execute the malware payloads on install”

“I use Composer 2.5 because it comes free with Grok”

“for almost all the tasks i have given it, it has handled it perfectly well and is a lot cheaper.”

“Cursor for manual or small changes w/ Composer 2.5.”

“Kimi K2.5, Composer 2.5, GPT-5.4 mini, etc. for faster implementation”

“I love the work Packagist/Composer is doing in the space.”

“Two things I'd watch on Composer 2.5 specifically”

“Now Composer 2 has taken over as my default model.”

Threads where it came up

Also written as Composer, Composer 2, Cursor Composer. Data: composer.json. Quotes are verbatim; the verdict and theme labels are written by a model from these comments, and every clause links to its sources.

Keyboard shortcuts
j / kNext / previous item
o or EnterOpen selected item
/Search
g hHome
g tTop
g rRising
g cCategories
tToggle dark mode
?This help