Compare/Hermes 4 - Llama-3.1 405B (Non-reasoning) vs Kimi K2.5 (Reasoning)

Hermes 4 - Llama-3.1 405B (Non-reasoning)vsKimi K2.5 (Reasoning)

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

Nous Research

Hermes 4 - Llama-3.1 405B (Non-reasoning)

Input
$1/M
Output
$3/M
Speed
33 tok/s
TTFT
0.68s
Kimi

Kimi K2.5 (Reasoning)

Input
$0.6/M
Output
$3/M
Speed
36 tok/s
TTFT
1.46s

Winner by Category

Cheaper
Kimi K2.5 (Reasoning)
Faster (tok/s)
Kimi K2.5 (Reasoning)
Lower Latency
Hermes 4 - Llama-3.1 405B (Non-reasoning)
Benchmarks (4-7)
Kimi K2.5 (Reasoning)

Pricing Comparison

MetricHermes 4 - Llama-3.1 405B (Non-reasoning)Kimi K2.5 (Reasoning)
Input ($/M tokens)$1$0.6
Output ($/M tokens)$3$3
Cost for 1M input + 100K output tokens:
Hermes 4 - Llama-3.1 405B (Non-reasoning)$1.30
Kimi K2.5 (Reasoning)$0.90

Speed Comparison

Output Speed (tokens/s) — higher is better
Hermes 4 - Llama-3.1 405B (Non-reasoning)
33 tok/s
Kimi K2.5 (Reasoning)
36 tok/s
Time to First Token (seconds) — lower is better
Hermes 4 - Llama-3.1 405B (Non-reasoning)
0.68s
Kimi K2.5 (Reasoning)
1.46s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
17.646.8
Coding Index
18.139.5
Math Index
15.3
GPQA Diamond
53.6%87.9%
MMLU-Pro
72.9%
LiveCodeBench
54.6%
AIME 2025
15.3%
MATH-500
Humanity's Last Exam
4.2%29.4%
SciCode
34.6%49.0%
IFBench
34.8%70.2%
TerminalBench
9.8%34.8%
Hermes 4 - Llama-3.1 405B (Non-reasoning)4 wins
7 winsKimi K2.5 (Reasoning)

Frequently Asked Questions

Which is cheaper, Hermes 4 - Llama-3.1 405B (Non-reasoning) or Kimi K2.5 (Reasoning)?

Kimi K2.5 (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.20/M tokens vs $1.50/M for Hermes 4 - Llama-3.1 405B (Non-reasoning).

Which model performs better on benchmarks?

Kimi K2.5 (Reasoning) wins 7 out of 12 benchmarks compared to 4 for Hermes 4 - Llama-3.1 405B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Kimi K2.5 (Reasoning) generates tokens faster at 36 tok/s vs 33 tok/s. Hermes 4 - Llama-3.1 405B (Non-reasoning) also has lower time-to-first-token (0.68s vs 1.46s).

When should I use Hermes 4 - Llama-3.1 405B (Non-reasoning) vs Kimi K2.5 (Reasoning)?

Choose based on your priorities: Kimi K2.5 (Reasoning) for lower cost, Kimi K2.5 (Reasoning) for stronger benchmark performance, and Kimi K2.5 (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.