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Hermes 3 405B Instruct vs Laguna M.1

Detailed technical comparison between Hermes 3 405B Instruct (Nous Research) and Laguna M.1 (Poolside). 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: 3 WinsvsLaguna M.1: 3 Wins
Context Leader

Laguna M.1

262,144 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Laguna M.1

$0.20 / 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 →
Poolsideactive

Laguna M.1

Laguna M.1 is the flagship coding agent model from [Poolside](https://poolside.ai/), optimized for complex software engineering tasks. Designed for agentic coding workflows, it supports tool calling and reasoning, with a 256K...

View Laguna M.1 Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationHermes 3 405B InstructLaguna M.1
ProviderNous ResearchPoolside
Context Window131,072 tokens262,144 tokens🏆
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-08-162026-04-28

API Pricing Comparison

Input Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Laguna M.1

$0.20

Output Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Laguna M.1

$0.40

💡 Cost Ratio: Laguna M.1 is 5.0x cheaper per input token than Hermes 3 405B Instruct.

Want to test both models live?

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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%vs81.2%+2.4% Laguna M.1
Hermes 3 405B Instruct
Laguna M.1 🏆
HumanEvalPython coding & logic synthesis
77.0%vs79.4%+2.4% Laguna M.1
Hermes 3 405B Instruct
Laguna M.1 🏆
MATHComplex mathematical problem solving
54.2%vs56.6%+2.4% Laguna M.1
Hermes 3 405B Instruct
Laguna M.1 🏆
GPQAGraduate-level expert reasoning
39.6%vs38.6%+1.0% Hermes 3 405B Instruct
Hermes 3 405B Instruct 🏆
Laguna M.1
HellaSwagCommonsense reasoning and inference
81.8%vs80.8%+1.0% Hermes 3 405B Instruct
Hermes 3 405B Instruct 🏆
Laguna M.1
MT-BenchMulti-turn conversation flow quality
8.4%vs8.3%+0.1% Hermes 3 405B Instruct
Hermes 3 405B Instruct 🏆
Laguna M.1

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

Laguna M.1 Quirks & Gotchas

No developer gotchas reported.

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