Compare/Qwen3.6 Plus vs Hermes 4 - Llama-3.1 405B (Reasoning)

Qwen3.6 PlusvsHermes 4 - Llama-3.1 405B (Reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Alibaba

Qwen3.6 Plus

Input
$0.5/M
Output
$3/M
Speed
56 tok/s
TTFT
2.20s
Nous Research

Hermes 4 - Llama-3.1 405B (Reasoning)

Input
$1/M
Output
$3/M
Speed
31 tok/s
TTFT
2.73s

Winner by Category

Cheaper
Qwen3.6 Plus
Faster (tok/s)
Qwen3.6 Plus
Lower Latency
Qwen3.6 Plus
Benchmarks (2-0)
Qwen3.6 Plus

Pricing Comparison

MetricQwen3.6 PlusHermes 4 - Llama-3.1 405B (Reasoning)
Input ($/M tokens)$0.5$1
Output ($/M tokens)$3$3
Cost for 1M input + 100K output tokens:
Qwen3.6 Plus$0.80
Hermes 4 - Llama-3.1 405B (Reasoning)$1.30

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3.6 Plus
56 tok/s
Hermes 4 - Llama-3.1 405B (Reasoning)
31 tok/s
Time to First Token (seconds) — lower is better
Qwen3.6 Plus
2.20s
Hermes 4 - Llama-3.1 405B (Reasoning)
2.73s

Editorial Analysis

Verdict. Qwen3.6 Plus wins the overall benchmark matchup 2–0 across 2 overlapping categories, but raw benchmark score is only one input to the decision.

Pricing. Both models sit in the budget bracket for output-token pricing. At 1.0× the per-million-token cost, Hermes 4 - Llama-3.1 405B (Reasoning) is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Hermes 4 - Llama-3.1 405B (Reasoning) makes more sense when output volume is low and absolute reasoning quality justifies the premium.

Strengths. Qwen3.6 Plus is strongest on Coding Index (54.5), Intelligence Index (40.5). Hermes 4 - Llama-3.1 405B (Reasoning) leads on Intelligence Index (8.8).

Speed. On throughput, Qwen3.6 Plus generates tokens at 56 tok/s versus 31 tok/s — about 46% faster. On time-to-first-token, Qwen3.6 Plus responds in 2200ms vs 2730ms, which matters most for chat-style UIs.

Provider. Alibaba and Nous Research sell to overlapping but distinct developer audiences: Alibaba tends to ship frontier reasoning models with premium positioning, while Nous Research often prices more aggressively. Your existing vendor relationships, billing, and SLA preferences may matter as much as the raw numbers above.

Workload cost. Workload scenarios (per million requests at 30M input + 15M output tokens): Qwen3.6 Plus costs $60.00 ($720/year); Hermes 4 - Llama-3.1 405B (Reasoning) costs $75.00 ($900/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Qwen3.6 Plus ≈ $8.50/run, Hermes 4 - Llama-3.1 405B (Reasoning) ≈ $11.00/run. At agent/realtime scale (200M input / 100M output per million requests): Qwen3.6 Plus ≈ $400/run, Hermes 4 - Llama-3.1 405B (Reasoning) ≈ $500/run. Qwen3.6 Plus becomes more attractive at higher volume — the absolute per-token pricing difference compounds when you ship at scale.

Recommendation. Both models have legitimate use cases — the right answer depends on whether you are optimizing for benchmark ceiling, latency, or unit cost. Start with the cheaper / faster model, evaluate against your specific task, and only switch if the upgrade shows a meaningful lift.

Head-to-head deltas

  • On throughput, Qwen3.6 Plus is 1.85× faster (56 tok/s vs 31 tok/s). For streaming chat or real-time agents this alone often flips the recommendation.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
40.58.8
Coding Index
54.5
Math Index
GPQA Diamond
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
SciCode
IFBench
TerminalBench
Qwen3.6 Plus2 wins
0 winsHermes 4 - Llama-3.1 405B (Reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3.6 Plus or Hermes 4 - Llama-3.1 405B (Reasoning)?

Qwen3.6 Plus is cheaper overall. Its blended price (3:1 input/output ratio) is $1.13/M tokens vs $1.50/M for Hermes 4 - Llama-3.1 405B (Reasoning).

Which model performs better on benchmarks?

Qwen3.6 Plus wins 2 out of 12 benchmarks compared to 0 for Hermes 4 - Llama-3.1 405B (Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.6 Plus generates tokens faster at 56 tok/s vs 31 tok/s. Qwen3.6 Plus also has lower time-to-first-token (2.20s vs 2.73s).

When should I use Qwen3.6 Plus vs Hermes 4 - Llama-3.1 405B (Reasoning)?

Choose based on your priorities: Qwen3.6 Plus for lower cost, Qwen3.6 Plus for stronger benchmark performance, and Qwen3.6 Plus for faster generation. For latency-sensitive apps, check the TTFT comparison above.