Full quality, fewer tokens.
We find what burns your team’s AI budget and fix it.
Let’s talkBook a direct call with the CEOWhere every token goes: by model, team, and use case.
Budgets and limits per team. No end-of-month surprises.
Right-size models, tighten prompts, cut context. Evals keep quality in check.
Explore our research on AI agents, benchmarking, and evaluation
We ported the puzzle game Baba Is You to the Harbor framework, and benchmarked current models, including Claude, GPT, Gemini, GLM and DeepSeek. A human Twitcher is 4x faster than Fable 5.
Token prices are dropping, but waiting for an AI agent still burns your salary. Here is the real cost of ambiguous prompts, from “Hi” to “WTF”.
Qwen3.6 27B is finally a smart model we can use for coding on MacBook or NVIDIA RTX - with llama.cpp and OpenCode.