# GPT-5.4 Pro vs Llama 3.2 11B

> GPT-5.4 Pro has enough public results to be ranked (#18); Llama 3.2 11B does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/gpt-5-4-pro-vs-llama-3-2-11b
- Last updated: 2026-10-12
- Shared benchmarks: 0

## Summary

- Llama 3.2 11B has downloadable open weights; the other is API-only.

## Snapshot

| | GPT-5.4 Pro | Llama 3.2 11B |
|---|---|---|
| Provider | OpenAI | Meta |
| Noometry Index | 58.9 | 32.1 |
| Rank | 18 | — |
| Context | 1.05M | — |
| Input $/M | $30 | — |
| Output $/M | $180 | — |
| Weights | Proprietary | Open |

## Coding

- GPT-5.4 Pro: 43.2 (#90)
- Llama 3.2 11B: —

| Benchmark | GPT-5.4 Pro | Llama 3.2 11B |
|---|---|---|
| WeirdML | 57.4% | — |

## Agentic & Tool Use

- GPT-5.4 Pro: —
- Llama 3.2 11B: 27.3

| Benchmark | GPT-5.4 Pro | Llama 3.2 11B |
|---|---|---|
| BALROG | — | 16.8% |

## Reasoning

- GPT-5.4 Pro: 70.7 (#13)
- Llama 3.2 11B: —

| Benchmark | GPT-5.4 Pro | Llama 3.2 11B |
|---|---|---|
| ARC-AGI-2 | 83.3% | — |
| SimpleBench | 74.1% | — |
| ARC-AGI-1 | 94.5% | — |
| CritPt | 30% | — |
| Chess Puzzles | 58.6% | — |
| EnigmaEval | 23.8% | — |
| Epoch Capabilities Index | 158.93 | — |

## Math

- GPT-5.4 Pro: 72.4 (#22)
- Llama 3.2 11B: —

| Benchmark | GPT-5.4 Pro | Llama 3.2 11B |
|---|---|---|
| FrontierMath (Tiers 1-3) | 82.5% | — |
| FrontierMath Tier 4 | 58.5% | — |
| FrontierMath (Feb 2025 set) | 50% | — |
| FrontierMath Tier 4 (v1) | 37.5% | — |

## Knowledge

- GPT-5.4 Pro: 68.3 (#7)
- Llama 3.2 11B: —

| Benchmark | GPT-5.4 Pro | Llama 3.2 11B |
|---|---|---|
| GPQA Diamond | 94.6% | — |
| Humanity's Last Exam | 44.3% | — |
| SimpleQA Verified | 46.3% | — |
| Vectara Hallucination Rate | 8.3% | — |
| MMLU | — | 56.5% |

## Multimodal

- GPT-5.4 Pro: —
- Llama 3.2 11B: 24.4

| Benchmark | GPT-5.4 Pro | Llama 3.2 11B |
|---|---|---|
| LMArena Vision | — | 966 |

## FAQ

### Is GPT-5.4 Pro better than Llama 3.2 11B?

GPT-5.4 Pro has enough public results to be ranked (#18); Llama 3.2 11B does not yet, so treat this comparison as directional.

### How many benchmarks do GPT-5.4 Pro and Llama 3.2 11B share?

0 benchmarks have published results for both models. GPT-5.4 Pro has 16 scored results on Noometry and Llama 3.2 11B has 3.