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Hy4 preview vs Qwen3-235B-A22B-Thinking-2507

Hy4 preview leads the LLM Stats Score 51.1 to 28.1.

Tencent · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Hy4 preview leads the overall LLM Stats Score 51.1 to 28.1, ranking #14 overall.

In the 1 individual benchmarks reported for both models, Hy4 preview wins 1; this is a narrower head-to-head signal than the composite indexes.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Hy4 preview

  • overall performance matters — it scores 51.1 and ranks #14 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you want the most recent training data — it shipped Aug 2026

Choose Qwen3-235B-A22B-Thinking-2507

  • you want predictable pricing at $0.30/M input and $3.00/M output

At a glance

The differences that matter most.

Hy4 preview
Tencent
Qwen3-235B-A22B-Thinking-2507
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
51.1
#14
28.1
#127
Reasoning
50.7
#11
28.5
#118
Agents
36.3
#14
11.3
#100
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
— / M
$0.30 / M
Output price
— / M
$3.00 / M
Context window
—
262,144

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Hy4 preview
Qwen3-235B-A22B-Thinking-2507
Math
39.4#17
31.3#66
Tool use
31.1#10
11.3#113
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

32 reported for Hy4 preview · 25 for Qwen3-235B-A22B-Thinking-2507

1 shared

Hy4 preview outperforms in 1 benchmarks (GPQA), while Qwen3-235B-A22B-Thinking-2507 is better at 0 benchmarks.

Hy4 preview significantly outperforms across most benchmarks.

Fri Sep 04 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

535.0B diff

Hy4 preview has 535.0B more parameters than Qwen3-235B-A22B-Thinking-2507, making it 227.7% larger.

Tencent
Hy4 preview
770.0Bparameters
Alibaba Cloud / Qwen Team
Qwen3-235B-A22B-Thinking-2507
235.0Bparameters
770.0B
Hy4 preview
235.0B
Qwen3-235B-A22B-Thinking-2507

Context Window

Maximum input and output token capacity

Only Qwen3-235B-A22B-Thinking-2507 specifies input context (262,144 tokens). Only Qwen3-235B-A22B-Thinking-2507 specifies output context (131,072 tokens).

Tencent
Hy4 preview
Input- tokens
Output- tokens
Alibaba Cloud / Qwen Team
Qwen3-235B-A22B-Thinking-2507
Input262,144 tokens
Output131,072 tokens
Fri Sep 04 2026 • llm-stats.com

License

Usage and distribution terms

Both models are licensed under Apache 2.0.

Both models share the same licensing terms, providing consistent usage rights.

Hy4 preview

Apache 2.0

Open weights

Qwen3-235B-A22B-Thinking-2507

Apache 2.0

Open weights

Release Timeline

When each model was launched

Hy4 preview was released on 2026-08-28, while Qwen3-235B-A22B-Thinking-2507 was released on 2025-07-25.

Hy4 preview is 13 months newer than Qwen3-235B-A22B-Thinking-2507.

Hy4 preview

Aug 28, 2026

1 weeks ago

1.1yr newer
Qwen3-235B-A22B-Thinking-2507

Jul 25, 2025

1.1 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Hy4 preview and Qwen3-235B-A22B-Thinking-2507 side-by-side, then vote on the output you prefer.

Hy4 preview
✓ Preferred
Qwen3-235B-A22B-Thinking-2507
Open in Playground

FAQ

Common questions about Hy4 preview vs Qwen3-235B-A22B-Thinking-2507.

Which is better, Hy4 preview or Qwen3-235B-A22B-Thinking-2507?

Hy4 preview leads the LLM Stats Score 51.1 to 28.1. Hy4 preview is made by Tencent and Qwen3-235B-A22B-Thinking-2507 is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Hy4 preview compare to Qwen3-235B-A22B-Thinking-2507 in benchmarks?

Hy4 preview scores GPQA: 92.3%, Terminal-Bench 2.1: 85.4%, WideSearch: 83.9%, MCP Atlas: 83.7%, SWE-bench Multilingual: 82.9%. Qwen3-235B-A22B-Thinking-2507 scores MMLU-Redux: 93.8%, AIME 2025: 92.3%, WritingBench: 88.3%, IFEval: 87.8%, Creative Writing v3: 86.1%.

What are the context window sizes for Hy4 preview and Qwen3-235B-A22B-Thinking-2507?

Hy4 preview supports an unknown number of tokens and Qwen3-235B-A22B-Thinking-2507 supports 262K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Hy4 preview and Qwen3-235B-A22B-Thinking-2507?

Key differences include LLM Stats Score (51.1 vs 28.1). See the full comparison above for benchmark-by-benchmark results.

Who makes Hy4 preview and Qwen3-235B-A22B-Thinking-2507?

Hy4 preview is developed by Tencent and Qwen3-235B-A22B-Thinking-2507 is developed by Alibaba Cloud / Qwen Team.

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