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GPT-5.2 Pro vs Hermes 3 405B Instruct

Detailed technical comparison between GPT-5.2 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.

⚑ Executive Summary & Verdict

Comparison Snapshot

GPT-5.2 Pro: 6 WinsvsHermes 3 405B Instruct: 0 Wins
Context Leader

GPT-5.2 Pro

400,000 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-5.2 Pro

GPT-5.2 Pro is OpenAI’s most advanced model, offering major improvements in agentic coding and long context performance over GPT-5 Pro. It is optimized for complex tasks that require step-by-step reasoning,...

View GPT-5.2 Pro Full Specs β†’
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 β†’

Technical Specifications

πŸ† = Superior Spec
SpecificationGPT-5.2 ProHermes 3 405B Instruct
ProviderOpenAINous Research
Context Window400,000 tokensπŸ†131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-12-102024-08-16

API Pricing Comparison

Input Price per Million Tokens

GPT-5.2 Pro

$21.00

Hermes 3 405B Instruct

$1.00

Output Price per Million Tokens

GPT-5.2 Pro

$168.00

Hermes 3 405B Instruct

$1.00

πŸ’‘ Cost Ratio: Hermes 3 405B Instruct is 21.0x cheaper per input token than GPT-5.2 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 (0–100%)

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

MMLUGeneral knowledge & multi-task understanding
91.6%vs78.8%+12.8% GPT-5.2 Pro
GPT-5.2 Pro πŸ†
Hermes 3 405B Instruct
HumanEvalPython coding & logic synthesis
92.8%vs77.0%+15.8% GPT-5.2 Pro
GPT-5.2 Pro πŸ†
Hermes 3 405B Instruct
MATHComplex mathematical problem solving
80.0%vs54.2%+25.8% GPT-5.2 Pro
GPT-5.2 Pro πŸ†
Hermes 3 405B Instruct
GPQAGraduate-level expert reasoning
58.4%vs39.6%+18.8% GPT-5.2 Pro
GPT-5.2 Pro πŸ†
Hermes 3 405B Instruct
HellaSwagCommonsense reasoning and inference
90.6%vs81.8%+8.8% GPT-5.2 Pro
GPT-5.2 Pro πŸ†
Hermes 3 405B Instruct
MT-BenchMulti-turn conversation flow quality
9.3%vs8.4%+0.9% GPT-5.2 Pro
GPT-5.2 Pro πŸ†
Hermes 3 405B Instruct

GPT-5.2 Pro Quirks & Gotchas

No developer gotchas reported.

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

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