Compare
Gemma 3 4b It Gguf vs Hermes 3 405B Instruct (free)
This page is context-first: how much text each model can take in one request. Full specs adds capabilities and limits; the pricing matrix below is only about $/million tokens from hosts that list both models.
Model
Hermes 3 405B Instruct (free)
Context window
131K
131,072 tokens · ~98K words
Context window · side by side
Bar length is relative to the larger of the two windows (100% = max of this pair). This is not pricing.
Hermes 3 405B Instruct (free) has about 1× the context window of the other in this pair.
Hermes 3 405B Instruct (free) has 2% more context capacity (131K vs 128K tokens).
Quick verdicts
Short takeaways — validate with your own workloads.
Long document processing
Use Hermes 3 405B Instruct (free). Its 131K context fits entire documents without chunking (vs 128K).
Full specs
Context, output, capabilities, and dates. Green highlights the favorable value where we compute a winner.
| Spec | Gemma 3 4b It Gguf | Hermes 3 405B Instruct (free) |
|---|---|---|
| Context window | 128,000 tokens (128K) | 131,072 tokens (131K) |
| Max output tokens | 8,192 tokens (8K) | N/A |
| Speed tier | Balanced | Deep |
| Vision | No | No |
| Function calling | Yes | No |
| Extended thinking | No | No |
| Prompt caching | No | No |
| Batch API | No | No |
| Release date | N/A | Aug 2024 |
Pricing matrix
Dollar rates only: hosts that list both models, per 1M tokens. For how much text fits, use the context section above — not this table.
| Provider | Gemma 3 4b It Gguf in | Gemma 3 4b It Gguf out | Hermes 3 405B Instruct (free) in | Hermes 3 405B Instruct (free) out |
|---|---|---|---|---|
| Lemonade | — | — | — | — |
Frequently asked questions
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