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Hermes 3 405B Instruct vs GLM 5.2

Detailed technical comparison between Hermes 3 405B Instruct (Nous Research) and GLM 5.2 (Zhipu AI). 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

Hermes 3 405B Instruct: 0 WinsvsGLM 5.2: 6 Wins
Context Leader

GLM 5.2

1,048,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

GLM 5.2

$0.80 / 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 →
Zhipu AIactive

GLM 5.2

GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...

View GLM 5.2 Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationHermes 3 405B InstructGLM 5.2
ProviderNous ResearchZhipu AI
Context Window131,072 tokens1,048,576 tokens🏆
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2024-08-162026-06-16

API Pricing Comparison

Input Price per Million Tokens

Hermes 3 405B Instruct

$1.00

GLM 5.2

$0.80

Output Price per Million Tokens

Hermes 3 405B Instruct

$1.00

GLM 5.2

$2.50

💡 Cost Ratio: GLM 5.2 is 1.3x cheaper per input token than Hermes 3 405B Instruct.

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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
78.8%vs89.5%+10.7% GLM 5.2
Hermes 3 405B Instruct
GLM 5.2 🏆
HumanEvalPython coding & logic synthesis
77.0%vs91.2%+14.2% GLM 5.2
Hermes 3 405B Instruct
GLM 5.2 🏆
MATHComplex mathematical problem solving
54.2%vs80.5%+26.3% GLM 5.2
Hermes 3 405B Instruct
GLM 5.2 🏆
GPQAGraduate-level expert reasoning
39.6%vs53.5%+13.9% GLM 5.2
Hermes 3 405B Instruct
GLM 5.2 🏆
HellaSwagCommonsense reasoning and inference
81.8%vs89.8%+8.0% GLM 5.2
Hermes 3 405B Instruct
GLM 5.2 🏆
MT-BenchMulti-turn conversation flow quality
8.4%vs9.3%+0.9% GLM 5.2
Hermes 3 405B Instruct
GLM 5.2 🏆

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

GLM 5.2 Quirks & Gotchas

No developer gotchas reported.

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