The Token Company: Intelligent compression for LLM context bloat
Intelligent compression for LLM context bloat
Details
- External ID
- 98397
- Source
- YC
- Company
- The Token Company
- Product
- The Token Company: Intelligent compression for LLM context bloat
- Website domain
- thetokencompany.com
- Launched
- March 3, 2026
- Cohort
- Winter 2026
- Upvotes
- 25
- Upvotes percentile
- 0.7282608695652174
- Tags
- —
- Fetched at
- Oct. 1, 2026, 1 a.m.
- Updated at
- Oct. 1, 2026, 1 a.m.
Enrichment
- Theme
- ML inference and model optimization
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- context compression for llms
- Manually corrected
- False
Could you build this?
Partial Building a proxy API that forwards prompt requests is simple, but training and deploying custom deterministic delete-only compression models (like bear-2) that maintain LLM accuracy requires ML research.
What it would actually take: The core product relies on a small, high-throughput transformer or sequence tagger trained to classify and prune low-information tokens from prompts while preserving downstream LLM benchmark accuracy. Serving this requires ultra-low-latency model deployment (ONNX Runtime, TensorRT) embedded within an OpenAI-compatible reverse proxy that handles streaming responses without adding noticeable overhead.
Competitors
Other products that read as similar to this one — 1262 launches clear the similarity bar, closest 8 shown.
Attention rank: #335 of 1263 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 124 days after the earliest competitor.
- UltraCompress · hn · 2026-05-08 · 6 upvotes · similarity 0.69
- Compresr – context compression for LLM pipelines and agents 🗜️ · yc · 2026-02-25 · 9 upvotes · similarity 0.67
- TurboQuant · ph · 2026-03-25 · 295 upvotes · similarity 0.60
- UL-SMF · hn · 2026-08-17 · 13 upvotes · similarity 0.60
- genpark-contextual-compression-filter-skill · github · 2026-09-14 · 8 upvotes · similarity 0.60
- genpark-contextual-compression-filter-skill · github · 2026-09-14 · 7 upvotes · similarity 0.60
- MemStitch · hn · 2026-07-14 · 12 upvotes · similarity 0.59
- ml-lensvlm · github · 2026-09-22 · 75 upvotes · similarity 0.58
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.