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Hermes 3 405B Instruct vs Mixtral 8x22B

Detailed technical comparison between Hermes 3 405B Instruct (Nous Research) and Mixtral 8x22B (Mistral). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

โšก Executive Summary & Verdict

Comparison Snapshot

Hermes 3 405B Instruct: 5 WinsvsMixtral 8x22B: 1 Win
Context Leader

Hermes 3 405B Instruct

131,072 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Mixtral 8x22B

$0.50 / MTok
Nous Researchactive

Hermes 3 405B Instruct

Hermes 3 is a generalist language model with many improvements over Hermes 2, including advanced agentic capabilities, much better roleplaying, reasoning, multi-turn conversation, long context coherence, and improvements across the...

View Hermes 3 405B Instruct Full Specs โ†’
Mistralactive

Mixtral 8x22B

Mixtral 8x22B is Mistral AI's open-weight Mixture-of-Experts model, activating only 39B of its 141B total parameters per token to deliver frontier-level performance at inference costs comparable to a much smaller dense model. Released under the Apache 2.0 license, Mixtral 8x22B is one of the most capable fully open-weight models available, with strong multilingual performance, robust coding ability, and efficient fine-tuning via LoRA. It is widely deployed across self-hosted infrastructure, including Ollama, vLLM, and Hugging Face TGI.

View Mixtral 8x22B Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationHermes 3 405B InstructMixtral 8x22B
ProviderNous ResearchMistral
Context Window131,072 tokens๐Ÿ†65,536 tokens
Agent SuitabilityN/A87/100
Time to First Token (TTFT)N/A320 ms
Deployment Modelself hostableself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-08-162024-12-11

API Pricing Comparison

Input Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Mixtral 8x22B

$0.50

Output Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Mixtral 8x22B

$1.00

๐Ÿ’ก Cost Ratio: Mixtral 8x22B is 2.0x cheaper per input token than Hermes 3 405B Instruct.

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Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0โ€“100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
78.8%vs81.6%+2.8% Mixtral 8x22B
Hermes 3 405B Instruct
Mixtral 8x22B ๐Ÿ†
HumanEvalPython coding & logic synthesis
77.0%vs76.4%+0.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Mixtral 8x22B
MATHComplex mathematical problem solving
54.2%vs53.6%+0.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Mixtral 8x22B
GPQAGraduate-level expert reasoning
39.6%vs39.0%+0.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Mixtral 8x22B
HellaSwagCommonsense reasoning and inference
81.8%vs81.2%+0.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Mixtral 8x22B
MT-BenchMulti-turn conversation flow quality
8.4%vs8.4%+0.1% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Mixtral 8x22B

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

Mixtral 8x22B Quirks & Gotchas

  • โ–ธMoE architecture โ€” efficient inference for its capability tier
  • โ–ธRequires ~90GB VRAM at FP16 โ€” 4-bit quantization recommended for single-GPU deployment

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