# GPT-5.4 Pro vs Hy4 preview

> GPT-5.4 Pro is the stronger model overall, scoring 58.8 to 44.6 on the Noometry Index. Hy4 preview costs 54× 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-hy4-preview
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in reasoning, where GPT-5.4 Pro leads 71.0 to 30.6.
- Hy4 preview is cheaper at $0.83 / $2.50 per million input/output tokens, against $30 / $180 for GPT-5.4 Pro.
- GPT-5.4 Pro accepts more context: 1.05M tokens versus 1.05M.
- Hy4 preview has downloadable open weights; the other is API-only.

## Snapshot

| | GPT-5.4 Pro | Hy4 preview |
|---|---|---|
| Provider | OpenAI | Tencent |
| Noometry Index | 58.8 | 44.6 |
| Rank | 16 | 73 |
| Context | 1.05M | 1.05M |
| Input $/M | $30 | $0.83 |
| Output $/M | $180 | $2.50 |
| Weights | Proprietary | Open |

## Coding

- GPT-5.4 Pro: 42.6 (#89)
- Hy4 preview: 51.4 (#36)

| Benchmark | GPT-5.4 Pro | Hy4 preview |
|---|---|---|
| LMArena WebDev | — | 1633 |
| WeirdML | 57.4% | — |

## Reasoning

- GPT-5.4 Pro: 71.0 (#10)
- Hy4 preview: 30.6 (#75)

| Benchmark | GPT-5.4 Pro | Hy4 preview |
|---|---|---|
| ARC-AGI-2 | 83.3% | — |
| SimpleBench | 74.1% | — |
| NYT Connections (extended) | — | 68.2% |
| 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)
- Hy4 preview: 54.5 (#37)

| Benchmark | GPT-5.4 Pro | Hy4 preview |
|---|---|---|
| FrontierMath (Tiers 1-3) | 82.5% | — |
| FrontierMath Tier 4 | 58.5% | — |
| ProofBench | — | 75% |
| FrontierMath (Feb 2025 set) | 50% | — |
| FrontierMath Tier 4 (v1) | 37.5% | — |

## Knowledge

- GPT-5.4 Pro: 68.3 (#6)
- Hy4 preview: —

| Benchmark | GPT-5.4 Pro | Hy4 preview |
|---|---|---|
| GPQA Diamond | 94.6% | — |
| Humanity's Last Exam | 44.3% | — |
| SimpleQA Verified | 46.3% | — |
| Vectara Hallucination Rate | 8.3% | — |

## FAQ

### Is GPT-5.4 Pro better than Hy4 preview?

GPT-5.4 Pro is the stronger model overall, scoring 58.8 to 44.6 on the Noometry Index. Hy4 preview costs 54× 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 Hy4 preview?

Hy4 preview is cheaper. It lists at $0.83 per million input tokens and $2.50 per million output tokens; GPT-5.4 Pro lists at $30 and $180.

### Is GPT-5.4 Pro or Hy4 preview better for coding?

Hy4 preview scores higher on coding benchmarks: 51.4 versus 42.6 in the Noometry coding category.

### Which has the bigger context window?

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

### How many benchmarks do GPT-5.4 Pro and Hy4 preview share?

0 benchmarks have published results for both models. GPT-5.4 Pro has 16 scored results on Noometry and Hy4 preview has 3.