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Compress LLM calls.Cut 65% costs.
The best way to cut LLM costs without losing meaning. Drop-in for OpenAI, Claude, Llama — save up to 65% per request.
Paste any LLM call. Watch it shrink.
Real Llama 3.3 70B running on Groq. Paste any LLM input — get a semantically identical compressed version + real cost savings vs GPT-4o.
Raw LLM input
~120 tokensCompressed
~0 tokensCompression powering production at
Integrate tonight
Drop our SDK in. One line of code, 65% smaller LLM calls on every request.
import { Techkern } from "techkern-sdk";
const compressed = await Techkern.run({
prompt: "...your LLM input here...",
ratio: 0.35 // target 65% reduction
});
// Use compressed.text in your OpenAI / Claude / Llama callLive in production
First-class developer experience
Every compress event is logged with token diff, model, region and latency. Watch your savings stream in real time.
- Per-key audit log, queryable for 90 days
- Replay any compressed LLM call against raw to verify quality
- Webhook push to your own logger (Datadog, PagerDuty, OTEL)
By the numbers
Built for the throughput you need
Avg tokens cut
P50 latency overhead
API uptime SLA
Saved per request
Cut tokens, not meaning
Production-ready compression that respects your LLM context.
Lossless semantic preservation
We strip filler, never meaning. Every cut is reversible-verified before shipping.
One-line drop-in
Replace your OpenAI base URL with ours. No SDK rewrites. Works with Claude, Llama, Groq.
Sub-10ms overhead
Compression runs in parallel with your call. Your users feel zero delay.
Per-model tuning
Different tokenizers, different waste. We optimize per upstream model.
Streaming-safe
Tokens compress before send, decompress on receive. Stream the full response.
Auto-rollback on quality drop
Built-in evaluator. If output quality slips, we fall back to raw.
Token-level audit log
See exactly which tokens were cut and why. Replay any request.
Bring your own compressor
Use ours, LLMLingua-2, or plug your own. Same API.
SOC2-ready
End-to-end encrypted. Zero retention. EU + US compute regions.
Beyond expectations
We dropped Techkern in and our monthly OpenAI bill went from $11k to $3.8k. Took an afternoon to integrate. Quality scored higher in our eval suite.
Jordan Diaz
CTO · Echolane (YC W25)
Their drop-in SDK saved us $14k/month in API spend. Switched eight LLM apps in an afternoon.
Maya Reeves
Eng Lead · Cosmic.ai (YC W26)
Techkern reduced our long-context calls by 71% without quality loss on RAG. Our LangChain bills crashed.
Tom Iversen
CTO · Drift Labs
Everything in your control
Per-key analytics. Per-model breakdowns. Per-call audit logs. All real-time.
Compressed
2.4M↑ 100%
Saved tokens
1.6M↑ 100%
Saved $
$187↑ 100%
Latency p95
9.2ms→
Errors
0.01%↓
Active keys
4
Tokens compressed · 24h
livePricing
Start free. Scale per-token. No retainer.
Hobby
$0/ month
- 10,000 tokens / mo
- All open-source compressors
- Community Discord
- Single API key
Pro
$19/ month
- 1,000,000 tokens / mo
- LLMLingua-2 + Bear compressors
- 5 API keys, audit log
- Priority support
Enterprise
Usage-based
- 10M+ tokens, custom volume
- Dedicated GPU pool
- SOC2, EU + US regions
- SLA + dedicated engineer
Compression, reimagined
Ship faster.
Pay less.
Two lines of config. Sub-10ms overhead. The bill goes down on the same day. Try the playground above — no signup.