GPT-6 Astra vs Hermes 3 405B
GPT-6 Astra leads the LLM Stats Score 60.3 to 4.4. Hermes 3 405B is 20.0x cheaper per token.
OpenAI · Nous Research · Updated for 2026
Which is better?
GPT-6 Astra leads the overall LLM Stats Score 60.3 to 4.4, ranking #1 overall.
On price, Hermes 3 405B is roughly 20.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
GPT-6 Astra also accepts a larger context window (1,050,000 input tokens), making it the stronger choice for long documents and large codebases.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose GPT-6 Astra
- overall performance matters — it scores 60.3 and ranks #1 on LLM Stats
- your work emphasizes reasoning — it leads those capability indexes
- you process long inputs — it offers a 1,050,000 token context window
- you want the most recent training data — it shipped Sep 2026
Choose Hermes 3 405B
- cost matters — it's about 20.0x cheaper per token
- you need open weights you can self-host or fine-tune
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
22 reported for GPT-6 Astra · 13 for Hermes 3 405B
GPT-6 Astra and Hermes 3 405Bdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, GPT-6 Astra ($10.00/1M tokens) is 10.0x more expensive than Hermes 3 405B ($1.00/1M tokens).
For output processing, GPT-6 Astra ($50.00/1M tokens) is 50.0x more expensive than Hermes 3 405B ($1.00/1M tokens).
In conclusion, GPT-6 Astra is more expensive than Hermes 3 405B.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
GPT-6 Astra accepts 1,050,000 input tokens compared to Hermes 3 405B's 131,072 tokens. Hermes 3 405B can generate longer responses up to 131,072 tokens, while GPT-6 Astra is limited to 128,000 tokens.
Input capabilities
Documented input modalities across available providers
GPT-6 Astra supports multimodal inputs, whereas Hermes 3 405B does not.
GPT-6 Astra can handle both text and other forms of data like images, making it suitable for multimodal applications.
GPT-6 Astra
Hermes 3 405B
License
Usage and distribution terms
GPT-6 Astra is licensed under a proprietary license, while Hermes 3 405B uses Apache 2.0.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
Apache 2.0
Open weights
Release Timeline
When each model was launched
GPT-6 Astra was released on 2026-09-04, while Hermes 3 405B was released on 2024-10-09.
GPT-6 Astra is 23 months newer than Hermes 3 405B.
Sep 4, 2026
4 days ago
1.9yr newerOct 9, 2024
1.9 years ago
Knowledge Cutoff
When training data ends
GPT-6 Astra has a documented knowledge cutoff of 2026-04-30, while Hermes 3 405B's cutoff date is not specified.
We can confirm GPT-6 Astra's training data extends to 2026-04-30, but cannot make a direct comparison without Hermes 3 405B's cutoff date.
Apr 2026
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Provider Availability
GPT-6 Astra is available from OpenAI. Hermes 3 405B is available from DeepInfra.
GPT-6 Astra
Hermes 3 405B
Outputs Comparison
Judge for yourself.
Run your own prompts against GPT-6 Astra and Hermes 3 405B side-by-side, then vote on the output you prefer.
FAQ
Common questions about GPT-6 Astra vs Hermes 3 405B.