# GPT-5.4 Pro vs QwQ Plus

> GPT-5.4 Pro has enough public results to be ranked (#16); QwQ Plus does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/gpt-5-4-pro-vs-qwq-plus
- Last updated: 2026-10-10
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both. GPT-5.4 Pro scores higher in 1 category and QwQ Plus in 0 categories; one gap is clear of the uncertainty.
- The widest gap is in knowledge, where GPT-5.4 Pro leads 68.3 to 36.5.
- The biggest single-benchmark swing is GPQA Diamond: 94.6% for GPT-5.4 Pro and 65.4% for QwQ Plus.
- QwQ Plus is cheaper at $0.80 / $2.40 per million input/output tokens, against $30 / $180 for GPT-5.4 Pro.
- GPT-5.4 Pro accepts more context: 1.05M tokens versus 131K.

## Snapshot

| | GPT-5.4 Pro | QwQ Plus |
|---|---|---|
| Provider | OpenAI | Alibaba (Qwen) |
| Noometry Index | 58.8 | 37.9 |
| Rank | 16 | — |
| Context | 1.05M | 131K |
| Input $/M | $30 | $0.80 |
| Output $/M | $180 | $2.40 |
| Weights | Proprietary | Proprietary |

## Coding

- GPT-5.4 Pro: 42.6 (#89)
- QwQ Plus: —

| Benchmark | GPT-5.4 Pro | QwQ Plus |
|---|---|---|
| WeirdML | 57.4% | — |

## Reasoning

- GPT-5.4 Pro: 71.0 (#10)
- QwQ Plus: —

| Benchmark | GPT-5.4 Pro | QwQ Plus |
|---|---|---|
| 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 | 159.12 | — |

## Math

- GPT-5.4 Pro: 72.0 (#17)
- QwQ Plus: —

| Benchmark | GPT-5.4 Pro | QwQ Plus |
|---|---|---|
| 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 (#6)
- QwQ Plus: 36.5

| Benchmark | GPT-5.4 Pro | QwQ Plus |
|---|---|---|
| GPQA Diamond | 94.6% | 65.4% |
| Humanity's Last Exam | 44.3% | — |
| SimpleQA Verified | 46.3% | — |
| Vectara Hallucination Rate | 8.3% | — |

## FAQ

### Is GPT-5.4 Pro better than QwQ Plus?

GPT-5.4 Pro has enough public results to be ranked (#16); QwQ Plus does not yet, so treat this comparison as directional.

### Which is cheaper, GPT-5.4 Pro or QwQ Plus?

QwQ Plus is cheaper. It lists at $0.80 per million input tokens and $2.40 per million output tokens; GPT-5.4 Pro lists at $30 and $180.

### Which has the bigger context window?

GPT-5.4 Pro does, with 1.05M tokens against 131K.

### How many benchmarks do GPT-5.4 Pro and QwQ Plus share?

1 benchmark has published results for both models. GPT-5.4 Pro has 16 scored results on Noometry and QwQ Plus has 1.