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

Kimi K2.5 (Reasoning)vsHermes 4 - Llama-3.1 405B (Non-reasoning)

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

Kimi

Kimi K2.5 (Reasoning)

Input
$0.54/M
Output
$2.925/M
Speed
49 tok/s
TTFT
1.14s
Nous Research

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

Input
$1/M
Output
$3/M
Speed
34 tok/s
TTFT
0.76s

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 (7-4)
Kimi K2.5 (Reasoning)

Pricing Comparison

MetricKimi K2.5 (Reasoning)Hermes 4 - Llama-3.1 405B (Non-reasoning)
Input ($/M tokens)$0.54$1
Output ($/M tokens)$2.925$3
Cost for 1M input + 100K output tokens:
Kimi K2.5 (Reasoning)$0.83
Hermes 4 - Llama-3.1 405B (Non-reasoning)$1.30

Speed Comparison

Output Speed (tokens/s) — higher is better
Kimi K2.5 (Reasoning)
49 tok/s
Hermes 4 - Llama-3.1 405B (Non-reasoning)
34 tok/s
Time to First Token (seconds) — lower is better
Kimi K2.5 (Reasoning)
1.14s
Hermes 4 - Llama-3.1 405B (Non-reasoning)
0.76s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
46.817.6
Coding Index
39.618.1
Math Index
15.3
GPQA Diamond
87.9%53.6%
MMLU-Pro
72.9%
LiveCodeBench
54.6%
AIME 2025
15.3%
MATH-500
Humanity's Last Exam
29.4%4.2%
SciCode
49.0%34.6%
IFBench
70.2%34.8%
TerminalBench
34.8%9.8%
Kimi K2.5 (Reasoning)7 wins
4 winsHermes 4 - Llama-3.1 405B (Non-reasoning)

Frequently Asked Questions

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

Kimi K2.5 (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.14/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 49 tok/s vs 34 tok/s. However, Hermes 4 - Llama-3.1 405B (Non-reasoning) has lower time-to-first-token (0.76s vs 1.14s).

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