Compare/GPT-5.5 (xhigh) vs Llama 3.2 Instruct 90B (Vision)

GPT-5.5 (xhigh)vsLlama 3.2 Instruct 90B (Vision)

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

OpenAI

GPT-5.5 (xhigh)

Input
$5/M
Output
$30/M
Speed
TTFT
Meta

Llama 3.2 Instruct 90B (Vision)

Input
$0.72/M
Output
$0.72/M
Speed
42 tok/s
TTFT
0.45s

Winner by Category

Cheaper
Llama 3.2 Instruct 90B (Vision)
Faster (tok/s)
Llama 3.2 Instruct 90B (Vision)
Lower Latency
GPT-5.5 (xhigh)
Benchmarks (7-3)
GPT-5.5 (xhigh)

Pricing Comparison

MetricGPT-5.5 (xhigh)Llama 3.2 Instruct 90B (Vision)
Input ($/M tokens)$5$0.72
Output ($/M tokens)$30$0.72
Cost for 1M input + 100K output tokens:
GPT-5.5 (xhigh)$8.00
Llama 3.2 Instruct 90B (Vision)$0.79

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-5.5 (xhigh)
Llama 3.2 Instruct 90B (Vision)
42 tok/s
Time to First Token (seconds) — lower is better
GPT-5.5 (xhigh)
Llama 3.2 Instruct 90B (Vision)
0.45s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
60.211.9
Coding Index
59.1
Math Index
GPQA Diamond
93.5%43.2%
MMLU-Pro
67.1%
LiveCodeBench
21.4%
AIME 2025
MATH-500
62.9%
Humanity's Last Exam
44.3%4.9%
SciCode
56.1%24.0%
IFBench
75.9%
TerminalBench
60.6%
GPT-5.5 (xhigh)7 wins
3 winsLlama 3.2 Instruct 90B (Vision)

Frequently Asked Questions

Which is cheaper, GPT-5.5 (xhigh) or Llama 3.2 Instruct 90B (Vision)?

Llama 3.2 Instruct 90B (Vision) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.72/M tokens vs $11.25/M for GPT-5.5 (xhigh).

Which model performs better on benchmarks?

GPT-5.5 (xhigh) wins 7 out of 12 benchmarks compared to 3 for Llama 3.2 Instruct 90B (Vision). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Llama 3.2 Instruct 90B (Vision) generates tokens faster at 42 tok/s vs 0 tok/s. GPT-5.5 (xhigh) also has lower time-to-first-token (0.00s vs 0.45s).

When should I use GPT-5.5 (xhigh) vs Llama 3.2 Instruct 90B (Vision)?

Choose based on your priorities: Llama 3.2 Instruct 90B (Vision) for lower cost, GPT-5.5 (xhigh) for stronger benchmark performance, and Llama 3.2 Instruct 90B (Vision) for faster generation. For latency-sensitive apps, check the TTFT comparison above.