Show HN: Extra Headroom – cut Claude Code and Codex token costs by ~50%

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Cut Claude Code & Codex Costs ~50% | Headroom

Cut your Claude Code & Codex token costs by ~50%

Headroom is a menu bar app that quietly optimizes the inputs Claude Code and Codex get by reversibly compressing the bulky tool output, logs, and boilerplate that can devour your token budget. Nothing the model needs is lost: it can pull the original back on demand.

This unlocks about 2x as much usage on the plan you already pay for.

Download for MacOS

7-day free trial · no credit card required

178<br>happy developers

2,681<br>Headroom installs around the world

31.4B<br>tokens saved, and counting

~$283,046<br>in equivalent value at Claude API rates

Used by team members of

Care.com logo

Consensys

Payhawk logo

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drive.com.au

Valon

scalemeup.com

Care.com logo

Consensys

Payhawk logo

with paint0_linear_5019_99065 and paint1_radial_5019_99065 here -->

drive.com.au

Valon

scalemeup.com

Privacy first

Your prompts and code never leave your machine — all optimization runs locally.

Self-contained

Keeps your runtime clean, never interfering with packages your projects depend on.

Fewer tokens, same result

Headroom compresses the noise reversibly, so the model still reaches anything it needs — with no measurable hit to output quality.

The problem

You hit your limit before you finish the work

Claude Code and Codex are the best part of your week — until the usage runs out. Most of what<br>burns through that limit isn't your thinking; it's the noise your tools pump into every prompt.

The week resets, your deadline doesn't

You blow through the weekly limit by Wednesday, then spend the rest of the week rationing prompts or paying more.

You pay full price for noise

Build logs, JSON blobs, and shell output flood the context window. Every wasted token is one you can't spend on real work.

The only fix on offer is "pay more"

Upgrading a tier just raises the ceiling. You send the same bloated prompts and burn through the bigger limit too; pay up again.

How it works

Less noise in, more code out

Headroom runs as a local proxy: it intercepts each prompt before it reaches Claude Code or Codex<br>and reversibly compresses the logs, boilerplate, and repetitive context that bloat it —<br>keeping the original retrievable on demand. You get ~50% fewer tokens with no measurable<br>hit to quality, automatically, on every session.

Your tools

logsHTMLJSONshell

Headroom

~50% saved

Claude Code & Codex

see only what matters

65.7M

tokens saved per developer, on average

Dashboard<br>Optimize<br>Activity<br>Add-ons

Benchmarks

Same results, fewer tokens

These are per-scenario results on the noisiest inputs, where savings run highest. A full<br>session blends these with cheaper turns — the multi-tool agent below (61%) is closest to a<br>realistic end-to-end task, and typical workloads land around ~50% overall. Measured before<br>and after, on real workloads.

Token savings by scenario

Code search (100 results)<br>92% saved

1,408 remaining<br>16,357 tokens saved

SRE incident (debugging)<br>92% saved

5,118 remaining<br>60,576 tokens saved

GitHub issue (triage)<br>73% saved

14,761 remaining<br>39,413 tokens saved

Multi-tool agent (memory leak investigation)<br>61% saved

6,100 remaining<br>9,562 tokens saved

Codebase (exploration)<br>47% saved

41,254 remaining<br>37,248 tokens saved

Headroom powered savings

Tokens sent after optimization

Quality preserved

Fewer tokens doesn't mean fewer answers. Headroom strips noise —<br>not signal. Every benchmark below ran the same task with and without compression,<br>then compared the outputs.

0.919

HTML extraction F1

181 real web pages (Scrapinghub)

4/4

JSON retrieval

needle-in-haystack, 100 prod logs

+0.02 F1

QA accuracy vs. uncompressed baseline

Stripping HTML noise helped the model focus on relevant content — compression<br>improved results on SQuAD v2 / HotpotQA (+2% exact match).

0%

HTML recall

181 real web pages (Scrapinghub)

Same

Multi-tool agent findings

4-tool session, memory leak task — identical conclusions at 61% fewer tokens

Based on data from the open-source Headroom CLI benchmark suite.

ROI Calculator

See what Headroom saves your team

Headroom costs a fraction of your AI subscription and delivers roughly twice the usage.

Pro

Max ×5

Max ×20

Engineers using Claude Code or Codex<br>10

151025501002505001000

$1,000

Monthly AI spend

$100

Headroom cost / mo

Equivalent extra capacity

$1,000/mo

10× return on Headroom spend — based on ~2&times; token efficiency from Headroom.

Testimonials

Loved by developers

Why switch

The other ways to stretch your usage limit

You have options when the usage runs low. Here is how they stack up against Headroom.

Headroom<br>Do nothing<br>Run /compact by hand<br>Upgrade your tier

More usage per plan<br>~2x<br>None<br>A little<br>More, until you cap again

Extra monthly cost<br>Small flat fee<br>$0<br>$0<br>+$80/mo and up

Keeps output quality<br>Preserved<br>n/a<br>Drops context<br>Unchanged

Effort from you<br>Install once<br>None<br>Every session<br>One...

headroom tokens saved code claude codex

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