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Hermes 3 405B Instruct vs KAT-Coder-Pro V2

Detailed technical comparison between Hermes 3 405B Instruct (Nous Research) and KAT-Coder-Pro V2 (Kuaishou). 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 WinsvsKAT-Coder-Pro V2: 6 Wins
Context Leader

KAT-Coder-Pro V2

262,144 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

KAT-Coder-Pro V2

$0.30 / 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 β†’
Kuaishouactive

KAT-Coder-Pro V2

KAT-Coder-Pro V2 is the latest high-performance model in KwaiKAT’s KAT-Coder series, designed for complex enterprise-grade software engineering and SaaS integration. It builds on the agentic coding strengths of earlier versions,...

View KAT-Coder-Pro V2 Full Specs β†’

Technical Specifications

πŸ† = Superior Spec
SpecificationHermes 3 405B InstructKAT-Coder-Pro V2
ProviderNous ResearchKuaishou
Context Window131,072 tokens262,144 tokensπŸ†
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-08-162026-03-27

API Pricing Comparison

Input Price per Million Tokens

Hermes 3 405B Instruct

$1.00

KAT-Coder-Pro V2

$0.30

Output Price per Million Tokens

Hermes 3 405B Instruct

$1.00

KAT-Coder-Pro V2

$1.20

πŸ’‘ Cost Ratio: KAT-Coder-Pro V2 is 3.3x 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 (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%vs86.8%+8.0% KAT-Coder-Pro V2
Hermes 3 405B Instruct
KAT-Coder-Pro V2 πŸ†
HumanEvalPython coding & logic synthesis
77.0%vs98.0%+21.0% KAT-Coder-Pro V2
Hermes 3 405B Instruct
KAT-Coder-Pro V2 πŸ†
MATHComplex mathematical problem solving
54.2%vs67.2%+13.0% KAT-Coder-Pro V2
Hermes 3 405B Instruct
KAT-Coder-Pro V2 πŸ†
GPQAGraduate-level expert reasoning
39.6%vs48.6%+9.0% KAT-Coder-Pro V2
Hermes 3 405B Instruct
KAT-Coder-Pro V2 πŸ†
HellaSwagCommonsense reasoning and inference
81.8%vs87.8%+6.0% KAT-Coder-Pro V2
Hermes 3 405B Instruct
KAT-Coder-Pro V2 πŸ†
MT-BenchMulti-turn conversation flow quality
8.4%vs9.0%+0.6% KAT-Coder-Pro V2
Hermes 3 405B Instruct
KAT-Coder-Pro V2 πŸ†

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

KAT-Coder-Pro V2 Quirks & Gotchas

No developer gotchas reported.

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