A place of
abundance.

Tokens should be cheap, fast, and smart — for everyone. We get there through efficiency: reducing what goes in, reducing what comes out, and routing requests where they cost least.

Downsize your claude bills

Works with agents and other AI coding tools

Takes 2 minutes to set up.

How does it work

Reduction, routing, and focused attention

Input compression

free

Redundant context is removed before it reaches the model, so you send fewer tokens without changing how you work.

Output compression

free

Models are instructed to be concise and skip scaffolding where it is safe, so replies stay shorter without you rewriting prompts.

Smart routing

pro

Each request is matched to the cheapest model that can still handle it, so you spend less without giving up quality where it matters.

Focused attention

probeta

Steers the model toward the parts of context that matter for the task, so attention stays where you need it instead of spreading evenly across noise.

Target Workloads

Purpose-built for the heaviest token consumers.

Coding Tools

ReducingTokens Usage

Extended limits and cheaper usage.

We silently compress redundant context so you can code longer and spend significantly less.

Long-Running Agents

LoopOptimization

Cost-effective autonomy.

We prune stale context and use cheaper models for simple tasks so your agents can run longer for less.

Your settings

Four independent levers.

Turn on what makes sense for your workflow, leave the rest untouched. Each lever applies independently — no coupling, no trade-offs you didn't choose.

Input compression

free

Redundancy stripped from context before it reaches the model.

Output compression

free

Models instructed to be concise and eliminate scaffolding.

Smart routing

pro

Match each request to the cheapest capable model.

Focused attention

probeta

Steers the model to attend only to the task-critical parts of context.

Adjust the controls above to configure your proxy — then sign up to save.

Benchmarked

Abundance doesn’t cost quality.

SWE-bench Verified scores before and after Downsizing compression. The delta is noise.

claude-sonnet-4.6

Baseline

49.2%

Compressed

49.4%

Delta

+0.2%

Baseline
Compressed

claude-opus-4.7

Baseline

62.1%

Compressed

61.8%

Delta

-0.3%

Baseline
Compressed

gpt-5.5

Baseline

70.4%

Compressed

70.5%

Delta

+0.1%

Baseline
Compressed

SWE-bench Verified · % of tasks fully resolved · lower-is-zero axis starts at 0

Pricing

Free to try. Simple to scale.

CompressionFree

Input & output compressionincluded on every plan

Trim redundant context going in and scaffolding coming out. These two levers stay free so you can build and evaluate without a meter running on compression.

$0

for input & output compression

Pro

Smart routing & focused attentionfocused attention is in beta

Route each request to the cheapest capable model and steer attention toward task-critical context. You pay when these premium levers are on — compression stays free either way.

Pay per use

a fraction of what you save vs. always using top-tier models

Compatible tools

Works with your stack.

Claude Code

Official CLI for agentic coding

Cline

VS Code extension for code generation & file ops

Goose

AI agent for local execution & engineering tasks

Crush

Terminal-based AI tool with CLI and TUI interfaces

Droid

Enterprise terminal agent for end-to-end workflows

Eigent

Desktop multi-agent for browser automation

Using a tool not listed? Let us know — if it accepts a base URL, it almost certainly works.

From users

Went from $180/month on Claude Code to $87 after one afternoon. Didn't change a single prompt.

Aleh

Senior Software Engineer · Nvidia

Extends by Claude Code subscription at least by 2x on free version. Love it.

Anton

Senior Software Engineer · Google

It replaces multiple plugins I run locally, 2 minutes to set-up, better quality.

Leo K.

Senior engineer · Revolut