← Back to Model Hub/SIDE-BY-SIDE REVIEW
SHARE THIS:

Hermes 3 405B Instruct vs GLM 4.7 Flash

Detailed technical comparison between Hermes 3 405B Instruct (Nous Research) and GLM 4.7 Flash (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: 5 WinsvsGLM 4.7 Flash: 1 Win
Context Leader

GLM 4.7 Flash

202,752 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

GLM 4.7 Flash

$0.06 / 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 4.7 Flash

As a 30B-class SOTA model, GLM-4.7-Flash offers a new option that balances performance and efficiency. It is further optimized for agentic coding use cases, strengthening coding capabilities, long-horizon task planning,...

View GLM 4.7 Flash Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationHermes 3 405B InstructGLM 4.7 Flash
ProviderNous ResearchZhipu AI
Context Window131,072 tokens202,752 tokens🏆
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-08-162026-01-19

API Pricing Comparison

Input Price per Million Tokens

Hermes 3 405B Instruct

$1.00

GLM 4.7 Flash

$0.06

Output Price per Million Tokens

Hermes 3 405B Instruct

$1.00

GLM 4.7 Flash

$0.40

💡 Cost Ratio: GLM 4.7 Flash is 16.7x 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.

Open Live Sandbox Playground →

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%vs77.2%+1.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct 🏆
GLM 4.7 Flash
HumanEvalPython coding & logic synthesis
77.0%vs78.5%+1.5% GLM 4.7 Flash
Hermes 3 405B Instruct
GLM 4.7 Flash 🏆
MATHComplex mathematical problem solving
54.2%vs40.0%+14.2% Hermes 3 405B Instruct
Hermes 3 405B Instruct 🏆
GLM 4.7 Flash
GPQAGraduate-level expert reasoning
39.6%vs31.0%+8.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct 🏆
GLM 4.7 Flash
HellaSwagCommonsense reasoning and inference
81.8%vs80.0%+1.8% Hermes 3 405B Instruct
Hermes 3 405B Instruct 🏆
GLM 4.7 Flash
MT-BenchMulti-turn conversation flow quality
8.4%vs8.1%+0.3% Hermes 3 405B Instruct
Hermes 3 405B Instruct 🏆
GLM 4.7 Flash

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

GLM 4.7 Flash Quirks & Gotchas

No developer gotchas reported.

Explore Other Popular Comparisons

SIDE-BY-SIDE REVIEW

Hermes 3 405B Instruct vs Nano Banana 2 (Gemini 3.1 Flash Image)

Compare context windows, live API token prices, and benchmark scores.

SIDE-BY-SIDE REVIEW

Hermes 3 405B Instruct vs GLM 5.2

Compare context windows, live API token prices, and benchmark scores.

SIDE-BY-SIDE REVIEW

Hermes 3 405B Instruct vs Nemotron 3 Ultra

Compare context windows, live API token prices, and benchmark scores.

SIDE-BY-SIDE REVIEW

Hermes 3 405B Instruct vs GPT-5.2-Codex

Compare context windows, live API token prices, and benchmark scores.

SIDE-BY-SIDE REVIEW

Hermes 3 405B Instruct vs DeepSeek V3.1

Compare context windows, live API token prices, and benchmark scores.

SIDE-BY-SIDE REVIEW

Hermes 3 405B Instruct vs Mistral Medium 3.1

Compare context windows, live API token prices, and benchmark scores.