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Hermes 3 405B Instruct vs Seed 1.6 Flash

Detailed technical comparison between Hermes 3 405B Instruct (Nous Research) and Seed 1.6 Flash (ByteDance). 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: 6 WinsvsSeed 1.6 Flash: 0 Wins
Context Leader

Seed 1.6 Flash

262,144 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Seed 1.6 Flash

$0.07 / 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†’
ByteDanceactive

Seed 1.6 Flash

Seed 1.6 Flash is an ultra-fast multimodal deep thinking model by ByteDance Seed, supporting both text and visual understanding. It features a 256k context window and can generate outputs of...

View Seed 1.6 Flash Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationHermes 3 405B InstructSeed 1.6 Flash
ProviderNous ResearchByteDance
Context Window131,072 tokens262,144 tokens๐Ÿ†
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-08-162025-12-23

API Pricing Comparison

Input Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Seed 1.6 Flash

$0.07

Output Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Seed 1.6 Flash

$0.30

๐Ÿ’ก Cost Ratio: Seed 1.6 Flash is 13.3x 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 (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%vs74.2%+4.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Seed 1.6 Flash
HumanEvalPython coding & logic synthesis
77.0%vs70.4%+6.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Seed 1.6 Flash
MATHComplex mathematical problem solving
54.2%vs43.6%+10.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Seed 1.6 Flash
GPQAGraduate-level expert reasoning
39.6%vs31.0%+8.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Seed 1.6 Flash
HellaSwagCommonsense reasoning and inference
81.8%vs78.2%+3.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Seed 1.6 Flash
MT-BenchMulti-turn conversation flow quality
8.4%vs8.1%+0.4% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Seed 1.6 Flash

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

Seed 1.6 Flash Quirks & Gotchas

No developer gotchas reported.

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