Backed by Combinator

Supercharge LLM performance by removing redundant tokens

The Token Company offers a compression model that removes least significant tokens to improve accuracy and model clarity.

backed by the founders and operators of

Simple Integration

Integrate with an API call

Add compression to your existing LLM workflow with just a few lines of code. No model changes, no infrastructure complexity.

client = OpenAI(api_key="YOUR_OPENAI_API_KEY")
text = "Please explain me photosynthesis in one sentence, thanks"
compressed_res = requests.post(
"https://api.thetokencompany.com/v1/compress",
json={
"input": text,
"model": "bear-1",
"compression_settings": {"aggressiveness": 0.8}
},
headers={"Authorization": "Bearer API_KEY"}
).json()
compressed_text = compressed_res["output"]
res = client.chat.completions.create(
model="gpt-5.2",
messages=[{"role": "user", "content": compressed_text}]
)
client = OpenAI(api_key="YOUR_OPENAI_API_KEY")
text = "Please explain me photosynthesis in one sentence, thanks"
res = client.chat.completions.create(
model="gpt-5.2",
messages=[{"role": "user", "content": text}]
)
← Move to compare →

I am ready to compress!

Create account to access the compression model.

The Token Company

The Token Company

Reducing LLM costs and latency through intelligent input compression. Built for developers, by developers.

© 2026 The Token Company. All rights reserved.