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Hermes 3 405B Instruct vs o4 Mini High

Detailed technical comparison between Hermes 3 405B Instruct (Nous Research) and o4 Mini High (OpenAI). 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: 6 Winsvso4 Mini High: 0 Wins
Context Leader

o4 Mini High

200,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Hermes 3 405B Instruct

$1.00 / 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†’
OpenAIactive

o4 Mini High

OpenAI o4-mini-high is the same model as [o4-mini](/openai/o4-mini) with reasoning_effort set to high. OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient performance while retaining...

View o4 Mini High Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationHermes 3 405B Instructo4 Mini High
ProviderNous ResearchOpenAI
Context Window131,072 tokens200,000 tokens๐Ÿ†
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-08-162025-04-16

API Pricing Comparison

Input Price per Million Tokens

Hermes 3 405B Instruct

$1.00

o4 Mini High

$1.10

Output Price per Million Tokens

Hermes 3 405B Instruct

$1.00

o4 Mini High

$4.40

๐Ÿ’ก Cost Ratio: Hermes 3 405B Instruct is 1.1x cheaper per input token than o4 Mini High.

Want to test both models live?

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%vs74.6%+4.2% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
o4 Mini High
HumanEvalPython coding & logic synthesis
77.0%vs70.8%+6.2% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
o4 Mini High
MATHComplex mathematical problem solving
54.2%vs44.0%+10.2% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
o4 Mini High
GPQAGraduate-level expert reasoning
39.6%vs31.4%+8.2% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
o4 Mini High
HellaSwagCommonsense reasoning and inference
81.8%vs78.6%+3.2% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
o4 Mini High
MT-BenchMulti-turn conversation flow quality
8.4%vs8.1%+0.3% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
o4 Mini High

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

o4 Mini High Quirks & Gotchas

No developer gotchas reported.

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