PTENES
MODULE 1.6

🎛️ Choosing the Model

Hermes is an agentic framework; the "brain" is a swappable model with /model. The multi-brain strategy: the best model for each task. To a hammer, everything is a nail — so vary the tool.

🔌 OpenRouter 1 connection Opus 4.7/4.8 GPT Grok DeepSeek / free → reasoning → volume (OAuth) → volume + X/Twitter → almost free
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Practical
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🧩 Framework vs. brain

Hermes is the agentic framework (the structure that acts); the "brain" is a pluggable modelThe command /model switches this brain without changing the rest.

Switching the brain (illustrative)

/model opus-4.8      ← raciocínio pesado
/model gpt           ← volume geral
/model deepseek      ← quase de graça

🧬 Model-agnostic

Since the framework doesn’t depend on a specific model, you’re free to use the best brain for each task. This separation is the heart of the multi-brain strategy.

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🧠 For reasoning: Opus with a cap

For heavy reasoning, use Opus 4.7/4.8 via OpenRouter, with spending limit (e.g., US$10/month and stop). Use an expensive model only where it’s worth it.

📊 How to control costs

  • •Set a monthly cap (e.g., US$10) — when reached, it stops
  • •Save Opus for difficult tasks, not everything
  • •Access it via OpenRouter to compare costs easily

💡 Practical tip

The spending limit is your safety net. Without it, heavy reasoning can burn through money fast (see Track 3, the budget module).

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⚡ For volume: GPT and Grok

For high-volume general tasks: use GPT (your ChatGPT via OAuth uses the US$20 subscription) or Grok (with X connected, it searches Twitter).

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GPT via OAuth

Connect your ChatGPT and make use of the US$20 subscription you already pay for.

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Grok + X

Good for volume and, with X connected, direct search on Twitter.

💡 Practical tip

Use what you already subscribe to. Connecting ChatGPT via OAuth (module 1.5) turns your existing subscription into Hermes's "high-volume brain."

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🆓 Almost free: DeepSeek and free

DeepSeek and free models run for almost nothing. The key data point: the DeepSeek V4 flash delivers ~95% of the performance for ~1% of the cost.

📊 The number that changes everything

  • ~95% of a frontier model’s performance
  • ~1% of the cost
  • Ideal for autopilot and high-volume background tasks

✓ Use a cheap model for

  • ✓Background tasks, at scale
  • ✓Autopilot and repetitive automations
  • ✓When 95% is good enough

✗ Avoid in

  • ✗High-impact reasoning
  • ✗Critical decisions where 5% matters
  • ✗Tasks that require the best brain
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🔌 OpenRouter: one hub, many models

O OpenRouter is 1 connection that gives access to hundreds of models, with performance and cost rankings to compare before choosing.

🗺️ Why centralize

  • •One key/connection for many models
  • •Rankings help you find the best value
  • •Switch models (/model) becomes trivial

Where to Compare

# rankings de modelos (performance × custo)
openrouter.ai/models
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🔨 "To a hammer, everything looks like a nail"

Using a single model for everything is like having only one hammer: everything becomes a nail. The multi-brain strategy is to vary the tool according to the task.

🧠

Difficult reasoning → Opus

With a spending limit, on what really matters.

⚡

General volume → GPT/Grok

Making use of subscriptions you already have.

🆓

Background tasks → DeepSeek/free

~95% of the performance for ~1% of the cost.

💡 Practical tip

Think of Hermes as a toolbox, not a hammer. Switching brains for each task is what gets you the best result at the lowest cost.

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🧯 Common mistakes when choosing a model

Most cost waste comes from using the wrong brain for the task. See what to do and what to avoid.

✓ Do it

  • ✓Expensive model only for high-impact tasks
  • ✓Set a spending cap on Opus
  • ✓Check rankings before choosing

✗ Avoid

  • ✗Use Opus for everything (burns money)
  • ✗Ignore subscriptions you already pay for
  • ✗Stick to a single model (the "hammer")

Pocket guide (illustrative)

raciocínio difícil  -> Opus 4.7/4.8  (teto US$10/mês)
volume geral        -> GPT (OAuth) / Grok (com X)
tarefa de fundo     -> DeepSeek V4 flash (~95% perf, ~1% custo)
acesso a tudo       -> OpenRouter (1 conexão, rankings)

📌 Module Summary

✓
Framework vs. brain — /model switches the model, not the rest.
✓
Reasoning — Opus 4.7/4.8 with a spending cap.
✓
Volume — GPT (OAuth) and Grok (with X).
✓
Almost free — DeepSeek V4 flash: ~95% for ~1% of the cost.
✓
Multi-brain — a toolbox, not a hammer.

Next Module:

1.7 — Local & Private