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

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

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

Nous Research

Hermes 4 - Llama-3.1 405B (Reasoning)

Input
$1/M
Output
$3/M
Speed
31 tok/s
TTFT
0.71s
Kimi

Kimi K2.5 (Non-reasoning)

Input
$0.6/M
Output
$3/M
Speed
33 tok/s
TTFT
1.40s

Winner by Category

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

Pricing Comparison

MetricHermes 4 - Llama-3.1 405B (Reasoning)Kimi K2.5 (Non-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 (Reasoning)$1.30
Kimi K2.5 (Non-reasoning)$0.90

Speed Comparison

Output Speed (tokens/s) — higher is better
Hermes 4 - Llama-3.1 405B (Reasoning)
31 tok/s
Kimi K2.5 (Non-reasoning)
33 tok/s
Time to First Token (seconds) — lower is better
Hermes 4 - Llama-3.1 405B (Reasoning)
0.71s
Kimi K2.5 (Non-reasoning)
1.40s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
18.637.3
Coding Index
16.025.8
Math Index
69.7
GPQA Diamond
72.7%78.9%
MMLU-Pro
82.9%
LiveCodeBench
68.6%
AIME 2025
69.7%
MATH-500
Humanity's Last Exam
10.3%12.3%
SciCode
25.2%39.6%
IFBench
32.7%43.7%
TerminalBench
11.4%18.9%
Hermes 4 - Llama-3.1 405B (Reasoning)4 wins
7 winsKimi K2.5 (Non-reasoning)

Frequently Asked Questions

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

Kimi K2.5 (Non-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 (Reasoning).

Which model performs better on benchmarks?

Kimi K2.5 (Non-reasoning) wins 7 out of 12 benchmarks compared to 4 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?

Kimi K2.5 (Non-reasoning) generates tokens faster at 33 tok/s vs 31 tok/s. Hermes 4 - Llama-3.1 405B (Reasoning) also has lower time-to-first-token (0.71s vs 1.40s).

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

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