# Hy4 preview vs Qwen3 235B-A22B

> Hy4 preview is the stronger model overall, scoring 44.6 to 43.2 on the Noometry Index.

- Canonical page: https://noometry.com/compare/hy4-preview-vs-qwen3-235b-a22b
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in reasoning, where Hy4 preview leads 30.6 to 15.8.
- Both cost about the same: $0.83 input and $2.50 output per million tokens.
- Hy4 preview accepts more context: 1.05M tokens versus 131K.

## Snapshot

| | Hy4 preview | Qwen3 235B-A22B |
|---|---|---|
| Provider | Tencent | Alibaba (Qwen) |
| Noometry Index | 44.6 | 43.2 |
| Rank | 73 | 83 |
| Context | 1.05M | 131K |
| Input $/M | $0.83 | $0.70 |
| Output $/M | $2.50 | $2.80 |
| Weights | Open | Open |

## Coding

- Hy4 preview: 51.4 (#36)
- Qwen3 235B-A22B: 43.8 (#72)

| Benchmark | Hy4 preview | Qwen3 235B-A22B |
|---|---|---|
| Aider Polyglot | — | 59.6% |
| LMArena WebDev | 1633 | — |
| SciCode | — | 42.4% |
| WeirdML | — | 41% |
| LMArena Coding | — | 1445 |

## Agentic & Tool Use

- Hy4 preview: —
- Qwen3 235B-A22B: 33.7 (#48)

| Benchmark | Hy4 preview | Qwen3 235B-A22B |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 52.1% |
| Vending-Bench 2 | — | -11.34 |

## Reasoning

- Hy4 preview: 30.6 (#75)
- Qwen3 235B-A22B: 15.8 (#302)

| Benchmark | Hy4 preview | Qwen3 235B-A22B |
|---|---|---|
| ARC-AGI-2 | — | 1.3% |
| SimpleBench | — | 31% |
| Kagi LLM Benchmark | — | 69.4% |
| NYT Connections (extended) | 68.2% | — |
| ARC-AGI-1 | — | 11% |
| CritPt | — | 0% |
| Chess Puzzles | — | 12% |
| LMArena Hard Prompts | — | 1433 |
| Mystery Game Puzzles | — | 9% |
| DTBench | — | 80.3% |
| LMCA | — | 29.3% |
| Epoch Capabilities Index | — | 143.87 |
| ForecastBench | — | 59.7 |

## Math

- Hy4 preview: 54.5 (#37)
- Qwen3 235B-A22B: 48.5 (#51)

| Benchmark | Hy4 preview | Qwen3 235B-A22B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 86.7% |
| ProofBench | 75% | — |
| Omni-MATH | — | 71.8% |
| LMArena Math | — | 1431 |
| MATH Level 5 | — | 68.9% |
| FrontierMath (Feb 2025 set) | — | 8.5% |
| FrontierMath Tier 4 (v1) | — | 0% |

## Knowledge

- Hy4 preview: —
- Qwen3 235B-A22B: 49.5 (#67)

| Benchmark | Hy4 preview | Qwen3 235B-A22B |
|---|---|---|
| GPQA Diamond | — | 80.1% |
| SimpleQA Verified | — | 40.4% |
| MMLU-Pro | — | 84.4% |
| Confabulations | — | 15.6% |
| Vectara Hallucination Rate | — | 9.3% |
| GPQA (HELM) | — | 72.7% |
| LMArena Expert | — | 1460 |

## Multilingual

- Hy4 preview: —
- Qwen3 235B-A22B: 52.5 (#84)

| Benchmark | Hy4 preview | Qwen3 235B-A22B |
|---|---|---|
| LMArena Non-English | — | 1410 |
| LMArena Chinese | — | 1481 |
| LMArena French | — | 1445 |
| LMArena German | — | 1432 |
| LMArena Japanese | — | 1400 |
| LMArena Korean | — | 1391 |
| LMArena Russian | — | 1411 |
| LMArena Spanish | — | 1429 |

## Instruction Following

- Hy4 preview: —
- Qwen3 235B-A22B: 72.8 (#132)

| Benchmark | Hy4 preview | Qwen3 235B-A22B |
|---|---|---|
| IFEval | — | 83.5% |
| LMArena Instruction Following | — | 1408 |

## Long Context

- Hy4 preview: —
- Qwen3 235B-A22B: 46.1 (#25)

| Benchmark | Hy4 preview | Qwen3 235B-A22B |
|---|---|---|
| Fiction.LiveBench | — | 75% |
| LMArena Longer Query | — | 1426 |

## Writing & Preference

- Hy4 preview: —
- Qwen3 235B-A22B: 59.8 (#103)

| Benchmark | Hy4 preview | Qwen3 235B-A22B |
|---|---|---|
| LMArena Text | — | 1419 |
| LMArena Creative Writing | — | 1384 |
| Short-Story Creative Writing | — | 83% |
| EQ-Bench Creative Writing | — | 1366 |
| WildBench | — | 86.6% |
| LMArena Multi-Turn | — | 1432 |

## FAQ

### Is Hy4 preview better than Qwen3 235B-A22B?

Hy4 preview is the stronger model overall, scoring 44.6 to 43.2 on the Noometry Index.

### Which is cheaper, Hy4 preview or Qwen3 235B-A22B?

Qwen3 235B-A22B is cheaper. It lists at $0.70 per million input tokens and $2.80 per million output tokens; Hy4 preview lists at $0.83 and $2.50.

### Is Hy4 preview or Qwen3 235B-A22B better for coding?

Hy4 preview scores higher on coding benchmarks: 51.4 versus 43.8 in the Noometry coding category.

### Which has the bigger context window?

Hy4 preview does, with 1.05M tokens against 131K.

### How many benchmarks do Hy4 preview and Qwen3 235B-A22B share?

0 benchmarks have published results for both models. Hy4 preview has 3 scored results on Noometry and Qwen3 235B-A22B has 49.