The Token Company — LLM Gateways Platform
LLM GatewaysLayer 1UnknownFounded 2025|San Francisco, CA|1-10
Visit websiteWhat is The Token Company?
The Token Company builds a drop-in compression API that preprocesses LLM inputs using fast ML models to remove redundant tokens from prompts, chat histories, and RAG documents. Part of YC W2026, it was founded by Otso Veistera — reportedly the youngest solo founder in YC history at 18 years old. YC partners reached out directly rather than through the standard application process.
The API compresses 100K tokens in under 100ms using purpose-built classification models (bear-1 series) that identify and strip low-value tokens. This is not a generative LLM but a fast, deterministic model. The counterintuitive result: compression actually improves accuracy because models focus on higher-signal content. Published benchmarks show +2.7pp on financial QA with 20% fewer tokens and +4.0pp on reading comprehension with 17% fewer tokens.
A named customer, Pax Historia (processing 193B tokens/month), ran a 268K-vote blind arena study showing compressed prompts outperformed uncompressed with a +5% purchase lift. The pricing is straightforward at /bin/zsh.05 per 1M compressed tokens, and you only pay for tokens actually removed.
Key Features
- ✓Token compression
- ✓Output quality improvement
- ✓Cost reduction middleware
- ✓LLM-agnostic
Pros & Cons
Pros
- +Extremely clear pricing at /bin/zsh.05/1M tokens with simple pay-for-what-you-remove model
- +Real customer validation with published blind arena results showing +5% performance lift
- +Counterintuitive but proven: compression improves accuracy, not just cuts cost
- +Fast and deterministic — non-generative ML model processes 100K tokens in under 100ms
- +YC partners sought out the founder — strong validation signal
Cons
- -Solo 18-year-old founder creates execution risk for enterprise sales cycles
- -LLM providers may build native compression into their APIs
- -Competes with Compresr (also YC W26) on similar value proposition
- -Compression impact may decrease as context windows grow cheaper
The Token Company Pricing
Free trial available
Pay-per-use/bin/zsh.05/1M compressed tokensusage-based
- ✓Only pay for tokens removed
- ✓Sub-100ms processing
- ✓Tunable compression 0.0-1.0
- ✓REST API
Common Use Cases
Teams looking to reduce LLM costs while improving quality
- •Token cost optimization
- •LLM output improvement
- •API cost reduction
Using The Token Company with Respan
The Token Company compresses LLM inputs while Respan monitors LLM outputs and performance. Together they optimize both the input side (cost reduction) and output side (quality monitoring) of LLM workflows.
- ✓Reduce LLM costs with Token Company compression while monitoring quality via Respan
- ✓Verify that compression maintains output quality using Respan evaluations
- ✓Track cost savings from compression alongside total LLM spend in Respan
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Last verified: March 27, 2026