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 evaluate July 2026 fresh releases Kimi K3, Claude Opus 5, Grok 4.5, and Gemini 3.6 Flash on Baba Is Bench, an LLM agent benchmark based on the puzzle game Baba Is You, comparing pass rate, speed, and cost with Claude Fable 5 and GPT-5.6.
We tested Qwen3.6 27B quantizations by Unsloth on Hugging Face, with pelicans on bikes, gears, Terminal-Bench 2.1, and AIME-120.
How I burned a full Claude limit in 30 minutes and built my own deep research pipeline instead: 3 subscriptions, shared memory, a clear role for each model. You can build the same from what you already pay for.