# GPT-5.4 Pro vs Qwen-7B

> GPT-5.4 Pro has enough public results to be ranked (#16); Qwen-7B does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/gpt-5-4-pro-vs-qwen-7b
- Last updated: 2026-10-10
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both.
- Qwen-7B has downloadable open weights; the other is API-only.

## Snapshot

| | GPT-5.4 Pro | Qwen-7B |
|---|---|---|
| Provider | OpenAI | Alibaba (Qwen) |
| Noometry Index | 58.8 | — |
| Rank | 16 | — |
| Context | 1.05M | — |
| Input $/M | $30 | — |
| Output $/M | $180 | — |
| Weights | Proprietary | Open |

## Coding

- GPT-5.4 Pro: 42.6 (#89)
- Qwen-7B: —

| Benchmark | GPT-5.4 Pro | Qwen-7B |
|---|---|---|
| WeirdML | 57.4% | — |

## Reasoning

- GPT-5.4 Pro: 71.0 (#10)
- Qwen-7B: —

| Benchmark | GPT-5.4 Pro | Qwen-7B |
|---|---|---|
| Epoch Capabilities Index | 159.12 | 106.47 |
| ARC-AGI-2 | 83.3% | — |
| SimpleBench | 74.1% | — |
| ARC-AGI-1 | 94.5% | — |
| CritPt | 30% | — |
| Chess Puzzles | 58.6% | — |
| EnigmaEval | 23.8% | — |
| BIG-Bench Hard | — | 45% |
| LAMBADA | — | 67.9% |
| PIQA | — | 77.9% |

## Math

- GPT-5.4 Pro: 72.0 (#17)
- Qwen-7B: —

| Benchmark | GPT-5.4 Pro | Qwen-7B |
|---|---|---|
| FrontierMath (Tiers 1-3) | 82.5% | — |
| FrontierMath Tier 4 | 58.5% | — |
| FrontierMath (Feb 2025 set) | 50% | — |
| FrontierMath Tier 4 (v1) | 37.5% | — |
| GSM8K | — | 51.7% |

## Knowledge

- GPT-5.4 Pro: 68.3 (#6)
- Qwen-7B: —

| Benchmark | GPT-5.4 Pro | Qwen-7B |
|---|---|---|
| GPQA Diamond | 94.6% | — |
| Humanity's Last Exam | 44.3% | — |
| SimpleQA Verified | 46.3% | — |
| Vectara Hallucination Rate | 8.3% | — |
| ARC (AI2) Challenge | — | 75.3% |
| BoolQ | — | 76.4% |
| MMLU | — | 45% |

## FAQ

### Is GPT-5.4 Pro better than Qwen-7B?

GPT-5.4 Pro has enough public results to be ranked (#16); Qwen-7B does not yet, so treat this comparison as directional.

### How many benchmarks do GPT-5.4 Pro and Qwen-7B share?

1 benchmark has published results for both models. GPT-5.4 Pro has 16 scored results on Noometry and Qwen-7B has 8.