AI Models · Open-Source vs Paid

Hermes 4 405B Open vs AIAion-RP 1.0 (8B) Paid

Hermes 4 405B vs Aion-RP 1.0 (8B) compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Hermes 4 405BOpenNous Research
$1 /M input
$3 /M outputNo per-token fees if you self-host
TypeOpen-weight
Context window131K tokens
MultimodalNo
Self-hostYes
AIAion-RP 1.0 (8B)PaidAionLabs
$0.8 /M input
$1.6 /M outputManaged API (no infra to run)
TypeProprietary
Context window33K tokens
MultimodalNo
Self-hostNo
Choose Hermes 4 405B if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Aion-RP 1.0 (8B) if you want frontier capability through a managed API with zero infrastructure to run.

Hermes 4 405B vs Aion-RP 1.0 (8B) specs

SpecHermes 4 405BAion-RP 1.0 (8B)Winner
MakerNous ResearchAionLabs
TypeOpen-weightProprietaryHermes 4 405B
Context window131K tokens33K tokensHermes 4 405B
Input price$1/M · free self-host$0.8/MAIAion-RP 1.0 (8B)
Output price$3/M · free self-host$1.6/MAIAion-RP 1.0 (8B)
Vision / multimodalNoNo
Tool / function callingNoNo
Self-hostableYesNo (API only)Hermes 4 405B
LicenseOpen weightsProprietaryHermes 4 405B

Price gap & when to choose each

1.9×cheaper per output token

Aion-RP 1.0 (8B) is ~1.9× cheaper than Hermes 4 405B on output tokens ($1.6 vs $3 per M tokens).

Choose Hermes 4 405B if…
  • You want to self-host or run on your cloud
  • You need the longer 131K context window
  • You prioritize data privacy & control
  • You are building open or reproducible AI
AIChoose Aion-RP 1.0 (8B) if…
  • You want frontier performance through a managed API
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityHermes 4 405BAion-RP 1.0 (8B)
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Hermes 4 405B vs Aion-RP 1.0 (8B)

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

Hermes 4 405B
Aion-RP 1.0 (8B)
Intelligence index
7.5
Math index
69.7
GPQA
72.7%
MMLU-Pro
82.9%
Humanity's Last Exam
10.9%
Long Context Reasoning
22.3%
LiveCodeBench
68.6%
AIME 2025
69.7%
IFBench
32.7%
τ²-Bench
22.2%
Terminal-Bench Hard
11.4%
Speed
43.4 tok/s
Latency
0.74s
Intelligence per $
5

Benchmark data by Artificial Analysis.

How Hermes 4 405B and Aion-RP 1.0 (8B) score

🏆 Best value & openness: Hermes 4 405B (3.9 vs 2.3 / 5)
CriterionHermes 4 405BAion-RP 1.0 (8B)
Cost-efficiency4.04.5
Context window3.52.5
Openness5.01.5
Self-hosting5.01.0
Multimodality2.02.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

Hermes 4 405B Open

Nous Research · Open-weight

Hermes 4 is a large-scale reasoning model built on Meta-Llama-3.1-405B and released by Nous Research. It introduces a hybrid reasoning mode, where the model can choose to deliberate internally with...

Aion-RP 1.0 (8B) Paid

AionLabs · Proprietary

Aion-RP-Llama-3.1-8B ranks the highest in the character evaluation portion of the RPBench-Auto benchmark, a roleplaying-specific variant of Arena-Hard-Auto, where LLMs evaluate each other’s responses. It is a fine-tuned base model...

Frequently asked questions

Is Hermes 4 405B as good as Aion-RP 1.0 (8B)?

Hermes 4 405B is open-weight and competitive on many tasks, but Aion-RP 1.0 (8B) may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run Hermes 4 405B locally?

Yes. Hermes 4 405B has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Aion-RP 1.0 (8B) is API-only and cannot be self-hosted.

Hermes 4 405B vs Aion-RP 1.0 (8B) — which should I pick in 2026?

Choose Hermes 4 405B if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Aion-RP 1.0 (8B) if you want frontier capability through a managed API with zero infrastructure to run.

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