Compare/Llama 3.1 Instruct 405B vs Grok 4.5 (high)

Llama 3.1 Instruct 405BvsGrok 4.5 (high)

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

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Llama 3.1 Instruct 405B

Input
$2.75/M
Output
$6.5/M
Speed
82 tok/s
TTFT
0.69s
SpaceXAI

Grok 4.5 (high)

Input
$2/M
Output
$6/M
Speed
96 tok/s
TTFT
17.19s

Winner by Category

Cheaper
Grok 4.5 (high)
Faster (tok/s)
Grok 4.5 (high)
Lower Latency
Llama 3.1 Instruct 405B
Benchmarks (7-5)
Llama 3.1 Instruct 405B

Pricing Comparison

MetricLlama 3.1 Instruct 405BGrok 4.5 (high)
Input ($/M tokens)$2.75$2
Output ($/M tokens)$6.5$6
Cost for 1M input + 100K output tokens:
Llama 3.1 Instruct 405B$3.40
Grok 4.5 (high)$2.60

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3.1 Instruct 405B
82 tok/s
Grok 4.5 (high)
96 tok/s
Time to First Token (seconds) — lower is better
Llama 3.1 Instruct 405B
0.69s
Grok 4.5 (high)
17.19s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
8.553.8
Coding Index
72.4
Math Index
3.0
GPQA Diamond
51.5%93.1%
MMLU-Pro
73.2%
LiveCodeBench
30.5%
AIME 2025
3.0%
MATH-500
70.3%
Humanity's Last Exam
4.2%40.3%
SciCode
29.9%54.1%
IFBench
39.0%
TerminalBench
6.8%
Llama 3.1 Instruct 405B7 wins
5 winsGrok 4.5 (high)

Frequently Asked Questions

Which is cheaper, Llama 3.1 Instruct 405B or Grok 4.5 (high)?

Grok 4.5 (high) is cheaper overall. Its blended price (3:1 input/output ratio) is $3.00/M tokens vs $3.69/M for Llama 3.1 Instruct 405B.

Which model performs better on benchmarks?

Llama 3.1 Instruct 405B wins 7 out of 12 benchmarks compared to 5 for Grok 4.5 (high). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Grok 4.5 (high) generates tokens faster at 96 tok/s vs 82 tok/s. Llama 3.1 Instruct 405B also has lower time-to-first-token (0.69s vs 17.19s).

When should I use Llama 3.1 Instruct 405B vs Grok 4.5 (high)?

Choose based on your priorities: Grok 4.5 (high) for lower cost, Llama 3.1 Instruct 405B for stronger benchmark performance, and Grok 4.5 (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.