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The Only Token Optimization Platform That Actually Reduces Your Costs
See how much you could save with Fortress
How Fortress stacks up against other "cost reduction" solutions
| Feature | Fortress | Response Caching | Prompt Caching | Manual Optimization |
|---|---|---|---|---|
| Actual Token Reduction | ✓ 10-20% | ✗ None | △ 2-5% | △ 5-15% |
| Works with Any LLM API | ✓ Yes | ✗ No | ✗ Vendor lock-in | ✓ Yes |
| Real-time Optimization | ✓ Auto | ✗ No | ✗ Manual | ✗ Manual |
| Setup Time | ✓ 5 min | △ 1-2 hrs | ✗ Days | ✗ Hours/prompt |
| Code Changes Required | ✓ Zero | △ Some | ✗ Migration | ✗ Extensive |
| Consistency | ✓ 100% | △ Variable | △ Basic | ✗ Manual |
| Vendor Lock-in | ✓ No | ✓ No | ✗ Yes | ✓ No |
| Consistent Savings | ✓ Yes | ✗ No | ✗ No | ✗ No |
We don't just compress text. Our AI understands the meaning of your prompts and restructures them intelligently while preserving quality.
Works with your existing code in seconds. No refactoring, no infrastructure changes, no learning curve. Just immediate savings.
Track every saving in real-time. See token reduction, cost savings, and ROI with detailed dashboards and analytics.
Works with OpenAI, Anthropic, Google, Meta, and any LLM API. No vendor lock-in, no switching costs.
10-20% average token reduction without sacrificing output quality. Techniques include semantic deduplication, filler removal, and context compression.
Only pay for what you save. Start free with up to 50K tokens/month. Scale as you grow.
The limitation: Only helps with repeated identical prompts. Most real-world usage has unique prompts — caching miss rate is 80%+.
Result: 5-15% savings on cache hits only
The limitation: Caches system prompts and prefixes, not user content. Saves on repeated system messages but not on the variable parts of prompts.
Result: 10-50% on system prompt tokens only
The problem: Inconsistent, time-consuming, and doesn't scale. Requires constant maintenance and human effort.
Result: 5-15% savings, high operational cost
The problem: These are frameworks, not optimizers. They don't reduce tokens; they just manage them better.
Result: 0% token reduction, refactoring required
Start optimizing in less than 5 minutes. No credit card required.
✓ 50K free tokens/month ✓ No credit card required ✓ Cancel anytime