Compare/GPT-4.5 (Preview) vs Llama 3.2 Instruct 11B (Vision)

GPT-4.5 (Preview)vsLlama 3.2 Instruct 11B (Vision)

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

OpenAI

GPT-4.5 (Preview)

Input
$0/M
Output
$0/M
Speed
TTFT
Meta

Llama 3.2 Instruct 11B (Vision)

Input
$0.16/M
Output
$0.16/M
Speed
81 tok/s
TTFT
0.37s

Winner by Category

Cheaper
GPT-4.5 (Preview)
Faster (tok/s)
Llama 3.2 Instruct 11B (Vision)
Lower Latency
GPT-4.5 (Preview)
Benchmarks (1-11)
Llama 3.2 Instruct 11B (Vision)

Pricing Comparison

MetricGPT-4.5 (Preview)Llama 3.2 Instruct 11B (Vision)
Input ($/M tokens)$0$0.16
Output ($/M tokens)$0$0.16
Cost for 1M input + 100K output tokens:
GPT-4.5 (Preview)$0.00
Llama 3.2 Instruct 11B (Vision)$0.18

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-4.5 (Preview)
Llama 3.2 Instruct 11B (Vision)
81 tok/s
Time to First Token (seconds) — lower is better
GPT-4.5 (Preview)
Llama 3.2 Instruct 11B (Vision)
0.37s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
20.08.7
Coding Index
4.3
Math Index
1.7
GPQA Diamond
22.1%
MMLU-Pro
46.4%
LiveCodeBench
11.0%
AIME 2025
1.7%
MATH-500
51.6%
Humanity's Last Exam
5.2%
SciCode
11.2%
IFBench
30.4%
TerminalBench
0.8%
GPT-4.5 (Preview)1 wins
11 winsLlama 3.2 Instruct 11B (Vision)

Frequently Asked Questions

Which is cheaper, GPT-4.5 (Preview) or Llama 3.2 Instruct 11B (Vision)?

GPT-4.5 (Preview) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $0.16/M for Llama 3.2 Instruct 11B (Vision).

Which model performs better on benchmarks?

Llama 3.2 Instruct 11B (Vision) wins 11 out of 12 benchmarks compared to 1 for GPT-4.5 (Preview). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Llama 3.2 Instruct 11B (Vision) generates tokens faster at 81 tok/s vs 0 tok/s. GPT-4.5 (Preview) also has lower time-to-first-token (0.00s vs 0.37s).

When should I use GPT-4.5 (Preview) vs Llama 3.2 Instruct 11B (Vision)?

Choose based on your priorities: GPT-4.5 (Preview) for lower cost, Llama 3.2 Instruct 11B (Vision) for stronger benchmark performance, and Llama 3.2 Instruct 11B (Vision) for faster generation. For latency-sensitive apps, check the TTFT comparison above.