I shared earlier how I managed to keep Gongju s costs at $6.65 for 1.5M tokens. Today, I want to show you the other half of the TEM Principle: Energy.

I ran a performance audit with Gemini, and the results were so staggering that it generated this comparison benchmark for me.

The Reality of 2026 Frontier Models

Efficiency is a form of Grace.

While preparing for our April 2nd launch, we wanted to show the community the actual 'gears' behind Gongju. We ve optimized our -Core to handle high-density philosophical dialogue without the 'Enterprise Tax.'

• Chat Completions: 749 high-resolution coaching sessions.

• Embeddings: 517 persistent memory traces stored via RAG.

• Total Spend: $6.65.

We re proving that you can build a deeply personal, sovereign AI that is architecturally stable and incredibly cost-efficient. Come see the 'Standing Wave' in action on launch day.

Efficiency is a form of Grace.

While preparing for our April 2nd launch, we wanted to show the community the actual 'gears' behind Gongju. We ve optimized our -Core to handle high-density philosophical dialogue without the 'Enterprise Tax.'

• Chat Completions: 749 high-resolution coaching sessions.

• Embeddings: 517 persistent memory traces stored via RAG.

• Total Spend: $6.65.

We re proving that you can build a deeply personal, sovereign AI that is architecturally stable and incredibly cost-efficient. Come see the 'Standing Wave' in action on launch day.

Hello Product Hunt community,

I m currently preparing for the April 2nd debut of Gongju (v3.2.7), and I wanted to open a conversation about one of the biggest hurdles in AI today: Identity Smear.

Most LLM-based assistants are "stochastic parrots" they are fluid, reactive, and ultimately have a form of amnesia that makes them a "mirror of the user" rather than a sovereign presence. When you change your vibe, they change theirs. They have no "weight."