Crush Your AI Bills
Save up to 85% on AI. Our prompt optimisations will cut your AI usage while delivering the same results.
Ready to Optimize?
Start optimizing your AI costs today
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.
SuperGlue Benchmark Results
Our optimization algorithms have been rigorously tested on industry-standard benchmarks, demonstrating significant token reduction while maintaining high accuracy.
BOOLQ
Boolean Questions
RTE
Recognizing Textual Entailment
CB
CommitmentBank
COPA
Choice of Plausible Alternatives
WIC
Words in Context
BOOLQ
RTE
CB
COPA
WIC
Pricing
TokenCrush is in open beta — totally free to use
Cost Savings by AI Provider
See how much you can save with TokenCrush across different AI providers
Calculate Your Personal Savings
Use our calculator to estimate your potential annual savings with TokenCrush
Is TokenCrush Right For You?
Take our quick compatibility quiz to find out if your LLM setup works with TokenCrush
Are your prompts mostly natural language?
Natural language refers to human-readable text like questions, instructions, or content for the LLM to process.
Everything you need to know about TokenCrush
Our algorithms can get you nearly the same results with far fewer input tokens. Here's how we do the magic:
- Text minimification - we cut the fluff but keep the meaning. Think of it as tweet-ifying your prompts without losing anything important.
- Intelligent text cleaning - we remove unnecessary syntax, formatting, and redundant information that LLMs don't need to understand your request.
- Rephrasing - Often, we can totally rephrase your prompt to be more concise.
- Prompt optimization for individual projects - We constantly monitor the performance of our algorithms on each of your projects. We change the algorithm we used dynamically based on your requests.
- Validation for peace of mind - We validate each of our optimiziations to verify that the original meaning was maintained.
We count tokens based on the standard GPT tokenization method with tiktoken. On average, one token is approximately 4 characters or 0.75 words in English.
When tuning our algorithm, we use the industry standard benchmark SuperGlue. We compare the performance of optimized prompts against the original. We find that the optimized prompt is nearly as performant and sometimes more performant. For individual projects, we measure the similarity between optimized prompts and the original by comparing the embeddings of the prompts.
Some uses cases, like writing code or precise prompt engineering, aren't a good fit for optimizing. We regularly run automated checks on the responses that we give to each user, to ensure that the same performance is maintained. If we detect a degradation, we pause optimizations and let you know.
Using TokenCrush can save significant amounts of money. However, you may see a performance degradation in some cases. See the compatibility quiz to understand if TokenCrush is right for you.
Ready to Optimize Your AI Costs?
Start reducing your AI costs with intelligent token optimization