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Hermes 4 405B vs Qwen3 VL 8B Instruct

Detailed technical comparison between Hermes 4 405B (Nous Research) and Qwen3 VL 8B Instruct (Alibaba). 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 4 405B: 6 WinsvsQwen3 VL 8B Instruct: 0 Wins
Context Leader

Qwen3 VL 8B Instruct

262,144 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Qwen3 VL 8B Instruct

$0.12 / MTok
Nous Researchactive

Hermes 4 405B

Hermes 4 is a large-scale reasoning model built on Meta-Llama-3.1-405B and released by Nous Research. It introduces a hybrid reasoning mode, where the model can choose to deliberate internally with...

View Hermes 4 405B Full Specs โ†’
Alibabaactive

Qwen3 VL 8B Instruct

Qwen3-VL-8B-Instruct is a multimodal vision-language model from the Qwen3-VL series, built for high-fidelity understanding and reasoning across text, images, and video. It features improved multimodal fusion with Interleaved-MRoPE for long-horizon...

View Qwen3 VL 8B Instruct Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationHermes 4 405BQwen3 VL 8B Instruct
ProviderNous ResearchAlibaba
Context Window131,072 tokens262,144 tokens๐Ÿ†
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apiself hostable
Production StabilityStable GA (est.)Stable GA (est.)
API AvailableYesYes
Released Date2025-08-262025-10-14

API Pricing Comparison

Input Price per Million Tokens

Hermes 4 405B

$1.00

Qwen3 VL 8B Instruct

$0.12

Output Price per Million Tokens

Hermes 4 405B

$3.00

Qwen3 VL 8B Instruct

$0.46

๐Ÿ’ก Cost Ratio: Qwen3 VL 8B Instruct is 8.5x cheaper per input token than Hermes 4 405B.

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
78.6%vs75.4%+3.2% Hermes 4 405B
Hermes 4 405B ๐Ÿ†
Qwen3 VL 8B Instruct
HumanEvalPython coding & logic synthesis
76.8%vs71.6%+5.2% Hermes 4 405B
Hermes 4 405B ๐Ÿ†
Qwen3 VL 8B Instruct
MATHComplex mathematical problem solving
54.0%vs41.4%+12.6% Hermes 4 405B
Hermes 4 405B ๐Ÿ†
Qwen3 VL 8B Instruct
GPQAGraduate-level expert reasoning
39.4%vs28.8%+10.6% Hermes 4 405B
Hermes 4 405B ๐Ÿ†
Qwen3 VL 8B Instruct
HellaSwagCommonsense reasoning and inference
81.6%vs76.0%+5.6% Hermes 4 405B
Hermes 4 405B ๐Ÿ†
Qwen3 VL 8B Instruct
MT-BenchMulti-turn conversation flow quality
8.4%vs7.9%+0.6% Hermes 4 405B
Hermes 4 405B ๐Ÿ†
Qwen3 VL 8B Instruct

Hermes 4 405B Quirks & Gotchas

No developer gotchas reported.

Qwen3 VL 8B Instruct Quirks & Gotchas

No developer gotchas reported.

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