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Hermes 4 405B vs GPT-5.2-Codex

Detailed technical comparison between Hermes 4 405B (Nous Research) and GPT-5.2-Codex (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 4 405B: 0 WinsvsGPT-5.2-Codex: 6 Wins
Context Leader

GPT-5.2-Codex

400,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Hermes 4 405B

$1.00 / MTok
Nous Researchactive

Hermes 4 405B

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...

View Hermes 4 405B Full Specs โ†’
OpenAIactive

GPT-5.2-Codex

GPT-5.2-Codex is an upgraded version of GPT-5.1-Codex optimized for software engineering and coding workflows. It is designed for both interactive development sessions and long, independent execution of complex engineering tasks....

View GPT-5.2-Codex Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationHermes 4 405BGPT-5.2-Codex
ProviderNous ResearchOpenAI
Context Window131,072 tokens400,000 tokens๐Ÿ†
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityStable GA (est.)Stable GA (est.)
API AvailableYesYes
Released Date2025-08-262026-01-14

API Pricing Comparison

Input Price per Million Tokens

Hermes 4 405B

$1.00

GPT-5.2-Codex

$1.75

Output Price per Million Tokens

Hermes 4 405B

$3.00

GPT-5.2-Codex

$14.00

๐Ÿ’ก Cost Ratio: Hermes 4 405B is 1.8x cheaper per input token than GPT-5.2-Codex.

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
78.6%vs93.0%+14.4% GPT-5.2-Codex
Hermes 4 405B
GPT-5.2-Codex ๐Ÿ†
HumanEvalPython coding & logic synthesis
76.8%vs99.0%+22.2% GPT-5.2-Codex
Hermes 4 405B
GPT-5.2-Codex ๐Ÿ†
MATHComplex mathematical problem solving
54.0%vs81.4%+27.4% GPT-5.2-Codex
Hermes 4 405B
GPT-5.2-Codex ๐Ÿ†
GPQAGraduate-level expert reasoning
39.4%vs56.4%+17.0% GPT-5.2-Codex
Hermes 4 405B
GPT-5.2-Codex ๐Ÿ†
HellaSwagCommonsense reasoning and inference
81.6%vs88.6%+7.0% GPT-5.2-Codex
Hermes 4 405B
GPT-5.2-Codex ๐Ÿ†
MT-BenchMulti-turn conversation flow quality
8.4%vs9.5%+1.0% GPT-5.2-Codex
Hermes 4 405B
GPT-5.2-Codex ๐Ÿ†

Hermes 4 405B Quirks & Gotchas

No developer gotchas reported.

GPT-5.2-Codex Quirks & Gotchas

No developer gotchas reported.

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