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Hermes 3 405B Instruct vs Sonar Pro Search

Detailed technical comparison between Hermes 3 405B Instruct (Nous Research) and Sonar Pro Search (Perplexity). 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 3 405B Instruct: 0 WinsvsSonar Pro Search: 6 Wins
Context Leader

Sonar Pro Search

200,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Hermes 3 405B Instruct

$1.00 / 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 โ†’
Perplexityactive

Sonar Pro Search

Exclusively available on the OpenRouter API, Sonar Pro's new Pro Search mode is Perplexity's most advanced agentic search system. It is designed for deeper reasoning and analysis. Pricing is based...

View Sonar Pro Search Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationHermes 3 405B InstructSonar Pro Search
ProviderNous ResearchPerplexity
Context Window131,072 tokens200,000 tokens๐Ÿ†
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-08-162025-10-30

API Pricing Comparison

Input Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Sonar Pro Search

$3.00

Output Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Sonar Pro Search

$15.00

๐Ÿ’ก Cost Ratio: Hermes 3 405B Instruct is 3.0x cheaper per input token than Sonar Pro Search.

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
78.8%vs86.8%+8.0% Sonar Pro Search
Hermes 3 405B Instruct
Sonar Pro Search ๐Ÿ†
HumanEvalPython coding & logic synthesis
77.0%vs86.0%+9.0% Sonar Pro Search
Hermes 3 405B Instruct
Sonar Pro Search ๐Ÿ†
MATHComplex mathematical problem solving
54.2%vs67.2%+13.0% Sonar Pro Search
Hermes 3 405B Instruct
Sonar Pro Search ๐Ÿ†
GPQAGraduate-level expert reasoning
39.6%vs48.6%+9.0% Sonar Pro Search
Hermes 3 405B Instruct
Sonar Pro Search ๐Ÿ†
HellaSwagCommonsense reasoning and inference
81.8%vs87.8%+6.0% Sonar Pro Search
Hermes 3 405B Instruct
Sonar Pro Search ๐Ÿ†
MT-BenchMulti-turn conversation flow quality
8.4%vs9.0%+0.6% Sonar Pro Search
Hermes 3 405B Instruct
Sonar Pro Search ๐Ÿ†

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

Sonar Pro Search Quirks & Gotchas

No developer gotchas reported.

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