# OneTriangle

- **Website:** <https://onetriangle.ai>
- **Primary alias:** `onetriangle.ai`

## Description

OneTriangle is an inference technology company focused on making large language models faster and less costly to run. Its inference engine transfers key-value (KV) cache information between models, allowing a smaller model to process an input before a larger model generates the response. This approach is designed to reduce redundant prefill work and lower costs, particularly for long-context requests. OneTriangle reports up to 20% lower inference costs and time overall; for a 100,000-token context using Llama 3.1 8B to 70B, it cites a 6.3-times faster first token and 84% lower prefill cost. The company validates model pairings against quality and latency requirements, using standard inference when a pairing does not meet its criteria. OneTriangle also provides managed serving for open-weight models, handling GPU infrastructure and setup so teams can integrate the service with a configuration change. Supported model families listed on its site include Llama, Qwen, Mistral, Gemma, and DeepSeek. The company shares research on cross-model KV cache transfer and offers product demonstrations.

## Industries

- 🖥 Computers Electronics and Technology
- 🖥 Artificial Intelligence and Machine Learning _(under Computers Electronics and Technology)_

## Links

- [linkedin](https://linkedin.com/company/agentstrytrustai)
- [twitter](https://twitter.com/OneTriangleAI)

## Logos & icons

- logo _(primary)_ — PNG, SVG — [download](https://cdn.brandfetch.io/id_nHNFHro/w/820/h/145/theme/dark/logo.png?c=1bxid64Mup7aczewSAYMX&t=1791174433511)
- icon _(primary)_ — JPEG — [download](https://cdn.brandfetch.io/id_nHNFHro/w/400/h/400/theme/dark/icon.jpeg?c=1bxid64Mup7aczewSAYMX&t=1791174433865)

## Colors

| Name | Hex | Theme |
| --- | --- | --- |
| Aztec | #0b1516 | dark |
| White | #ffffff | light |

## Fonts

- var(--font-sans) — asset _(custom)_
- var(--font-sans) — asset _(custom)_

## Imagery

- banner _(primary)_ — JPEG — [download](https://cdn.brandfetch.io/id_nHNFHro/w/1500/h/500/idqJfRmQ_6.jpeg?c=1bxid64Mup7aczewSAYMX&t=1791174433706)

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_Source: <https://brandfetch.com/onetriangle.ai>_
_See [/llms.txt](/llms.txt) for a full list of agent-readable pages, and [/auth.md](/auth.md) for how agents authenticate._