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GLM 5.1 vs Hermes 3 405B Instruct

Detailed technical comparison between GLM 5.1 (Zhipu AI) 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

GLM 5.1: 6 WinsvsHermes 3 405B Instruct: 0 Wins
Context Leader

GLM 5.1

204,800 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

GLM 5.1

$0.97 / MTok
Zhipu AIactive

GLM 5.1

GLM-5.1 delivers a major leap in coding capability, with particularly significant gains in handling long-horizon tasks. Unlike previous models built around minute-level interactions, GLM-5.1 can work independently and continuously on...

View GLM 5.1 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
SpecificationGLM 5.1Hermes 3 405B Instruct
ProviderZhipu AINous Research
Context Window204,800 tokens๐Ÿ†131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-072024-08-16

API Pricing Comparison

Input Price per Million Tokens

GLM 5.1

$0.97

Hermes 3 405B Instruct

$1.00

Output Price per Million Tokens

GLM 5.1

$3.04

Hermes 3 405B Instruct

$1.00

๐Ÿ’ก Cost Ratio: GLM 5.1 is 1.0x cheaper per input token than Hermes 3 405B Instruct.

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
88.0%vs78.8%+9.2% GLM 5.1
GLM 5.1 ๐Ÿ†
Hermes 3 405B Instruct
HumanEvalPython coding & logic synthesis
89.5%vs77.0%+12.5% GLM 5.1
GLM 5.1 ๐Ÿ†
Hermes 3 405B Instruct
MATHComplex mathematical problem solving
77.0%vs54.2%+22.8% GLM 5.1
GLM 5.1 ๐Ÿ†
Hermes 3 405B Instruct
GPQAGraduate-level expert reasoning
51.0%vs39.6%+11.4% GLM 5.1
GLM 5.1 ๐Ÿ†
Hermes 3 405B Instruct
HellaSwagCommonsense reasoning and inference
88.5%vs81.8%+6.7% GLM 5.1
GLM 5.1 ๐Ÿ†
Hermes 3 405B Instruct
MT-BenchMulti-turn conversation flow quality
9.2%vs8.4%+0.8% GLM 5.1
GLM 5.1 ๐Ÿ†
Hermes 3 405B Instruct

GLM 5.1 Quirks & Gotchas

No developer gotchas reported.

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

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