Provider Integration

Crush Your LangChain Bills

Optimize your AI costs with intelligent token compression. Our algorithms reduce costs while maintaining quality. Seamlessly integrates with LangChain-powered RAG pipelines.

Works With LangChain RAG
Reduce context window costs in LangChain-based retrieval pipelines
TokenCrush Otter Mascot

Ready to Optimize LangChain?

Start saving on your LangChain costs today

How It Works

Mastering the Art of Token Optimization

We trim down the text you send to LLMs without messing up the quality. Less text means lower costs - it's that simple!

Save Big Money

Optimizing your prompts means fewer input tokens, making your AI bills shrink dramatically.

Same Great Quality

We ensure your minimised prompt maintains the original meaning and intent.

LangChain & API support

Give us your prompt with an API call, LangChain or other RAG integrations.

Proven Results

SuperGlue Benchmark Results

Our optimization algorithms have been rigorously tested on industry-standard benchmarks, demonstrating significant token reduction while maintaining high accuracy.

Token Reduction Results
Percentage of tokens reduced across SuperGlue benchmarks

BOOLQ

Boolean Questions

47.6%

RTE

Recognizing Textual Entailment

30.8%

CB

CommitmentBank

28.5%

COPA

Choice of Plausible Alternatives

14.6%

WIC

Words in Context

15.5%
Performance Comparison
Pre and post optimization performance metrics when using ChatGPT 5
Original
Minimized

BOOLQ

🟢 +0.55% improvement
91.5%
92.0%

RTE

🔴 -1.78% degradation
88.0%
86.4%

CB

🔴 -3.74% degradation
73.6%
70.9%

COPA

🔴 -4.00% degradation
100.0%
96.0%

WIC

🔴 -3.55% degradation
70.5%
68.0%
Compatibility Check

Is TokenCrush Right For Your LangChain Setup?

Take our quick compatibility quiz to find out if your LangChain setup works with TokenCrush

Compatibility Check
Let's see if TokenCrush is right for your needs

Are your prompts mostly natural language?

Natural language refers to human-readable text like questions, instructions, or content for the LLM to process.