# GPT-5.4 Pro vs Qwen3 Max

> GPT-5.4 Pro is the stronger model overall, scoring 58.8 to 43.5 on the Noometry Index. Qwen3 Max costs 28× less per token, which makes it the better buy when GPT-5.4 Pro's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/gpt-5-4-pro-vs-qwen3-max
- Last updated: 2026-10-10
- Shared benchmarks: 5

## Summary

- They share 5 benchmarks with published results for both. GPT-5.4 Pro scores higher in 4 categories and Qwen3 Max in 0 categories; 3 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where GPT-5.4 Pro leads 71.0 to 22.0.
- The biggest single-benchmark swing is FrontierMath (Tiers 1-3): 82.5% for GPT-5.4 Pro and 18.9% for Qwen3 Max.
- Qwen3 Max is cheaper at $1.20 / $6 per million input/output tokens, against $30 / $180 for GPT-5.4 Pro.
- GPT-5.4 Pro accepts more context: 1.05M tokens versus 262K.

## Snapshot

| | GPT-5.4 Pro | Qwen3 Max |
|---|---|---|
| Provider | OpenAI | Alibaba (Qwen) |
| Noometry Index | 58.8 | 43.5 |
| Rank | 16 | 82 |
| Context | 1.05M | 262K |
| Input $/M | $30 | $1.20 |
| Output $/M | $180 | $6 |
| Weights | Proprietary | Proprietary |

## Coding

- GPT-5.4 Pro: 42.6 (#89)
- Qwen3 Max: 42.4 (#93)

| Benchmark | GPT-5.4 Pro | Qwen3 Max |
|---|---|---|
| WeirdML | 57.4% | — |
| LMArena Coding | — | 1456 |
| ALE-Bench | — | 370.45 |

## Agentic & Tool Use

- GPT-5.4 Pro: —
- Qwen3 Max: —

| Benchmark | GPT-5.4 Pro | Qwen3 Max |
|---|---|---|
| Vending-Bench 2 | — | 71.56 |

## Reasoning

- GPT-5.4 Pro: 71.0 (#10)
- Qwen3 Max: 22.0 (#186)

| Benchmark | GPT-5.4 Pro | Qwen3 Max |
|---|---|---|
| Chess Puzzles | 58.6% | 4% |
| Epoch Capabilities Index | 159.12 | 142.41 |
| ARC-AGI-2 | 83.3% | — |
| SimpleBench | 74.1% | — |
| Kagi LLM Benchmark | — | 72.5% |
| NYT Connections (extended) | — | 30.1% |
| ARC-AGI-1 | 94.5% | — |
| CritPt | 30% | — |
| EnigmaEval | 23.8% | — |
| LMArena Hard Prompts | — | 1448 |
| Mystery Game Puzzles | — | 5% |
| DTBench | — | 82.1% |
| LMCA | — | 28.3% |

## Math

- GPT-5.4 Pro: 72.0 (#17)
- Qwen3 Max: 37.6 (#94)

| Benchmark | GPT-5.4 Pro | Qwen3 Max |
|---|---|---|
| FrontierMath (Tiers 1-3) | 82.5% | 18.9% |
| FrontierMath Tier 4 | 58.5% | — |
| OTIS Mock AIME 2024-2025 | — | 73.3% |
| LMArena Math | — | 1447 |
| MATH Level 5 | — | 97.1% |
| FrontierMath (Feb 2025 set) | 50% | — |
| FrontierMath Tier 4 (v1) | 37.5% | — |

## Knowledge

- GPT-5.4 Pro: 68.3 (#6)
- Qwen3 Max: 48.1 (#72)

| Benchmark | GPT-5.4 Pro | Qwen3 Max |
|---|---|---|
| GPQA Diamond | 94.6% | 72.6% |
| SimpleQA Verified | 46.3% | 48.7% |
| Humanity's Last Exam | 44.3% | — |
| Vectara Hallucination Rate | 8.3% | — |
| LMArena Expert | — | 1457 |

## Multilingual

- GPT-5.4 Pro: —
- Qwen3 Max: 53.9 (#58)

| Benchmark | GPT-5.4 Pro | Qwen3 Max |
|---|---|---|
| LMArena Non-English | — | 1429 |
| LMArena Chinese | — | 1479 |
| LMArena French | — | 1450 |
| LMArena German | — | 1463 |
| LMArena Japanese | — | 1399 |
| LMArena Korean | — | 1397 |
| LMArena Russian | — | 1428 |
| LMArena Spanish | — | 1463 |

## Instruction Following

- GPT-5.4 Pro: —
- Qwen3 Max: 75.0 (#81)

| Benchmark | GPT-5.4 Pro | Qwen3 Max |
|---|---|---|
| LMArena Instruction Following | — | 1420 |

## Long Context

- GPT-5.4 Pro: —
- Qwen3 Max: 41.6 (#129)

| Benchmark | GPT-5.4 Pro | Qwen3 Max |
|---|---|---|
| Fiction.LiveBench | — | 66.7% |
| CL-bench | — | 14.5% |
| LMArena Longer Query | — | 1439 |

## Writing & Preference

- GPT-5.4 Pro: —
- Qwen3 Max: 62.6 (#72)

| Benchmark | GPT-5.4 Pro | Qwen3 Max |
|---|---|---|
| LMArena Text | — | 1439 |
| LMArena Creative Writing | — | 1401 |
| LMArena Multi-Turn | — | 1446 |

## FAQ

### Is GPT-5.4 Pro better than Qwen3 Max?

GPT-5.4 Pro is the stronger model overall, scoring 58.8 to 43.5 on the Noometry Index. Qwen3 Max costs 28× less per token, which makes it the better buy when GPT-5.4 Pro's lead doesn't matter for your workload.

### Which is cheaper, GPT-5.4 Pro or Qwen3 Max?

Qwen3 Max is cheaper. It lists at $1.20 per million input tokens and $6 per million output tokens; GPT-5.4 Pro lists at $30 and $180.

### Is GPT-5.4 Pro or Qwen3 Max better for coding?

They score almost the same on coding (42.6 vs 42.4); test both on your own repository before choosing.

### Which has the bigger context window?

GPT-5.4 Pro does, with 1.05M tokens against 262K.

### How many benchmarks do GPT-5.4 Pro and Qwen3 Max share?

5 benchmarks have published results for both models. GPT-5.4 Pro has 16 scored results on Noometry and Qwen3 Max has 33.