Launching today
WOZCODE
Cut Claude Code costs by up to 50%
266 followers
Cut Claude Code costs by up to 50%
266 followers
WOZCODE is an efficiency layer for Claude Code. It helps developers spend fewer tokens, finish tasks faster, and improve agent performance without switching IDEs, subscriptions, or workflows. Install it in two commands and get more value from every Claude Code session.
Free Options
Launch Team / Built With
WOZCODE
Hey Product Hunters! 👋
I'm Ben, Cofounder of Woz.
A few months ago the world changed. Claude Code with Opus 4.5 made coding agents more powerful than ever before.
We loved the productivity gains, but when we dug into the session logs, we found something painful: half of our tokens were being burned on erroneous reads and re-reads after edits. Paying a premium for productivity is one thing. Paying a premium for wasted tokens is incredibly frustrating.
So we went under the hood of Claude Code and found ways to make it dramatically more efficient.
Today we're launching WOZCODE, a Claude Code plugin that makes it:
Up to 55% cheaper
Up to 40% faster
+11 points higher on Terminal Bench 2.0
Full breakdown of how it works → wozcode.com/how-it-works
What this means for you as a Claude Code user:
→ More output before hitting usage limits
→ Significant savings on API costs
→ Faster completion of tasks (power users are adding 300+ extra gent coding hours per month!)
How to use it:
WOZCODE is an official Claude Code plugin, approved by Anthropic. It works anywhere you use Claude Code. Installs in two commands, uses your existing Claude subscription, and drops into your current workflow (CLI, Claude Desktop, VS Code, Conductor, Superset, etc.).
🎁 Launch day offer: WOZCODE is free to try, and anyone who creates an account before midnight PT today gets an additional $100 in savings. Get started at https://www.wozcode.com/
Our team is online and happy to answer any questions. Look forward to hearing from you and seeing how much you save!
Claude loves burning your tokens. Now you don’t have to let it!
Tooling Studio
Really interesting direction. Token waste and unnecessary context reads become very noticeable once projects grow. Nice to see someone focusing on the efficiency layer instead of adding more abstraction on top.
WOZCODE
@nick_kramer Thanks Nick. Appreciate the support.
WOZCODE
@nick_kramer We really didn't want to change anyone's workflow, so we found a way to get the tools we've been building for over a year directly into it. Hope to see how much time it's saving you!
Filliny
the cost angle is one of the few honest framings out there right now. we run a heavy claude code workload internally and the bill jumps the moment you go from prototyping to actual production loops, so this hit close to home.
two things i would love your take on:
what is the model-routing logic under the hood, is it static rules per task type or something more dynamic that adapts to prompt characteristics? curious because we have found heuristic-based routing starts breaking once heavy tool-calling enters the picture.
and on the 50% number, is that measured like-for-like on the same task graph or an aggregate across mixed workloads? not pushing back, just trying to understand what setup we would need to reproduce something similar internally.
WOZCODE
@whateverneveranywhere Hey Ava, thanks for the questions. We do limited model routing. The majority of the benefits come from better context handling. We provide Claude Code with more token efficient tools so the context stays high quality longer. You can read more about it here: https://www.wozcode.com/how-it-works
We show several benchmarks on our website for various types of real world coding tasks. Those benchmarks compare WOZCODE against vanilla Claude Code. However, we encourage everyone to run benchmarks on their own codebase with the types of task they do most often. Once you have WOZCODE installed you can run /woz-benchmark to run your own benchmarks
WOZCODE
@whateverneveranywhere @ben_collins4 Adding on to what Ben said here, model routing is <10% of the savings WOZCODE provides. We looked deeply into the core tools that Claude and the other harnesses provide, and replaced them with significantly better versions. Understanding your codebase better, finding the relevant context, and then efficiently editing it from that knowledge go a long way... and compound even more as sessions get bigger.
The cost angle is super relevant. Especially once you move beyond experimentation.
I’m currently using Claude Code to build an internal dashboard, and token usage adds up faster than expected.
How are you optimizing for cost without compromising output quality or context depth?
WOZCODE
@sayani970 The sad reality is that most of your token use today in Claude Code is just wasted. Why read an entire file (and then carry it through in the context on every LLM roundtrip until the next compaction...) if only a snippet is needed? WOZCODE increases the quality and remains high throughout all your coding sessions!
WOZCODE
@sayani970 Hey Sayani, great question. We've actually observed that WOZCODE improves output quality. AS a data point, WOZCODE with Opus 4.7 scores 80.2% on Terminal Bench 2.0 compared to 69% for Claude Code alone.
We apply many techniques to deliver cost benefits, but the bulk of the savings come from more token efficient tools. This keeps the context higher quality for longer. More detail here: https://www.wozcode.com/how-it-works
hey @ben_collins4
been using this on claude max 20x plan, the token optimisation is real. I hit the $100 free tier limit in a few hours though, which is kind of ironic for a tool that saves tokens. couldn't see what the paid tier limits would be before upgrading, so I paused there. would love clearer upgrade transparency and smoother onboarding.
great job, rooting for you!
WOZCODE
@ben_collins4 @hmakinci Savings do add up quick! Send me the email you signed up with and I'll grant you a bonus!
WOZCODE
@hmakinci Hey Hasan, glad you got value out of the product. The paid tier gives unlimited usage!
You can also get $200 of savings credits per month if you create an account with a corporate email.
Hope that's helpful
WOZCODE
Hey PH! Brad here, Cofounder and CTO @ Woz.
Couldn’t be more excited for you to see what we’ve been building. People always ask: faster, cheaper, better… sounds too good to be true. So how does it actually work?
At the core we’ve improved the way Claude Code optimizes context and all the benefits are downstream from that.
Instead of relying solely on the default tools inside Claude Code, WOZCODE uses a set of custom tools designed for efficiency and context optimization. For example, in vanilla Claude Code, a simple "find and edit 3 files" takes 12+ calls (3× Glob/Grep + 3× Read + 3× Edit + 3x Verify Read). By the final step, it’s reprocessing all prior output as input tokens.
WOZCODE collapses that to 2 calls (1× Search + 1× batch Edit). Context stays small, so every step that follows is cheaper and faster. Over a 30-prompt session, that compounding effect adds up fast.
Happy to answer any questions you may have. You can also check out https://www.wozcode.com/how-it-works to see benchmarks and more technical detail.
Lancepilot
WOZCODE
@odeth_negapatan1 It is wild. In general, WOZCODE gives even more leverage to power users who are running 5+ agents in parallel. Can be both solo devs and startup teams
WOZCODE
@odeth_negapatan1 For a individual who can be on the Claude Max subscription, we help you not hit your limits as fast, but for a corporate team who has to use the insanely high API pricing, the benefits can be felt even more.
We recently refactored our entire platform using Wozcode and it saved us weeks. Setup and auth have been a little messy at times, but overall it’s been a game changer for us at Passive. One of the biggest differences is that we hit Claude limits way less often now, which lets us stay in flow and keep building for much longer without constantly resetting context or starting over. The whole development process just feels cleaner, faster, and more structured. Love the product and look forward to seeing it get even better moving forward!
WOZCODE
@tj_collins Thanks TJ! Glad you are seeing the impact in your business. Love hearing how WOZCODE is making a measurable difference for startup teams