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GPT-5.4 Pro vs Hermes 3 405B Instruct

Detailed technical comparison between GPT-5.4 Pro (OpenAI) and Hermes 3 405B Instruct (Nous Research). 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

GPT-5.4 Pro: 6 WinsvsHermes 3 405B Instruct: 0 Wins
Context Leader

GPT-5.4 Pro

1,050,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Hermes 3 405B Instruct

$1.00 / MTok
OpenAIactive

GPT-5.4 Pro

GPT-5.4 Pro is OpenAI's most advanced model, building on GPT-5.4's unified architecture with enhanced reasoning capabilities for complex, high-stakes tasks. It features a 1M+ token context window (922K input, 128K...

View GPT-5.4 Pro Full Specs โ†’
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†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationGPT-5.4 ProHermes 3 405B Instruct
ProviderOpenAINous Research
Context Window1,050,000 tokens๐Ÿ†131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-03-052024-08-16

API Pricing Comparison

Input Price per Million Tokens

GPT-5.4 Pro

$30.00

Hermes 3 405B Instruct

$1.00

Output Price per Million Tokens

GPT-5.4 Pro

$180.00

Hermes 3 405B Instruct

$1.00

๐Ÿ’ก Cost Ratio: Hermes 3 405B Instruct is 30.0x cheaper per input token than GPT-5.4 Pro.

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
92.0%vs78.8%+13.2% GPT-5.4 Pro
GPT-5.4 Pro ๐Ÿ†
Hermes 3 405B Instruct
HumanEvalPython coding & logic synthesis
93.2%vs77.0%+16.2% GPT-5.4 Pro
GPT-5.4 Pro ๐Ÿ†
Hermes 3 405B Instruct
MATHComplex mathematical problem solving
80.4%vs54.2%+26.2% GPT-5.4 Pro
GPT-5.4 Pro ๐Ÿ†
Hermes 3 405B Instruct
GPQAGraduate-level expert reasoning
58.8%vs39.6%+19.2% GPT-5.4 Pro
GPT-5.4 Pro ๐Ÿ†
Hermes 3 405B Instruct
HellaSwagCommonsense reasoning and inference
91.0%vs81.8%+9.2% GPT-5.4 Pro
GPT-5.4 Pro ๐Ÿ†
Hermes 3 405B Instruct
MT-BenchMulti-turn conversation flow quality
9.4%vs8.4%+0.9% GPT-5.4 Pro
GPT-5.4 Pro ๐Ÿ†
Hermes 3 405B Instruct

GPT-5.4 Pro Quirks & Gotchas

No developer gotchas reported.

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

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