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Hy4 preview vs Phi 4

Hy4 preview leads the LLM Stats Score 51.3 to 5.7.

Tencent · Microsoft · Updated for 2026

Which is better?

Hy4 preview leads the overall LLM Stats Score 51.3 to 5.7, ranking #13 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 51.3 and ranks #13 on LLM Stats
  • your work emphasizes reasoning and coding — 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 Phi 4

  • you want predictable pricing at $0.07/M input and $0.14/M output

At a glance

The differences that matter most.

Core performance indexes
51.3
#13
5.7
#284
51.0
#10
6.8
#274
39.9
#11
3.5
#208
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
— / M
$0.07 / M
Output price
— / M
$0.14 / M
Context window
16,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Hy4 preview
Phi 4
40.2#14
13.2#220
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

32 reported for Hy4 preview · 13 for Phi 4

1 shared

Hy4 preview outperforms in 1 benchmarks (GPQA), while Phi 4 is better at 0 benchmarks.

Hy4 preview significantly outperforms across most benchmarks.

Thu Sep 03 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

755.3B diff

Hy4 preview has 755.3B more parameters than Phi 4, making it 5138.1% larger.

Tencent
Hy4 preview
770.0Bparameters
Microsoft
Phi 4
14.7Bparameters
770.0B
Hy4 preview
14.7B
Phi 4

Context Window

Maximum input and output token capacity

Only Phi 4 specifies input context (16,000 tokens). Only Phi 4 specifies output context (16,000 tokens).

Tencent
Hy4 preview
Input- tokens
Output- tokens
Microsoft
Phi 4
Input16,000 tokens
Output16,000 tokens
Thu Sep 03 2026 • llm-stats.com

License

Usage and distribution terms

Hy4 preview is licensed under Apache 2.0, while Phi 4 uses MIT.

License differences may affect how you can use these models in commercial or open-source projects.

Hy4 preview

Apache 2.0

Open weights

Phi 4

MIT

Open weights

Release Timeline

When each model was launched

Hy4 preview was released on 2026-08-28, while Phi 4 was released on 2024-12-12.

Hy4 preview is 21 months newer than Phi 4.

Hy4 preview

Aug 28, 2026

5 days ago

1.7yr newer
Phi 4

Dec 12, 2024

1.7 years ago

Knowledge Cutoff

When training data ends

Phi 4 has a documented knowledge cutoff of 2024-06-01, while Hy4 preview's cutoff date is not specified.

We can confirm Phi 4's training data extends to 2024-06-01, but cannot make a direct comparison without Hy4 preview's cutoff date.

Hy4 preview

Phi 4

Jun 2024

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Hy4 preview and Phi 4 side-by-side, then vote on the output you prefer.

Hy4 preview
✓ Preferred
Phi 4
Open in Playground

FAQ

Common questions about Hy4 preview vs Phi 4.

Which is better, Hy4 preview or Phi 4?

Hy4 preview leads the LLM Stats Score 51.3 to 5.7. Hy4 preview is made by Tencent and Phi 4 is made by Microsoft. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Hy4 preview compare to Phi 4 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%. Phi 4 scores MMLU: 84.8%, HumanEval+: 82.8%, HumanEval: 82.6%, MGSM: 80.6%, MATH: 80.4%.

What are the context window sizes for Hy4 preview and Phi 4?

Hy4 preview supports an unknown number of tokens and Phi 4 supports 16K 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 Phi 4?

Key differences include LLM Stats Score (51.3 vs 5.7), licensing (Apache 2.0 vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes Hy4 preview and Phi 4?

Hy4 preview is developed by Tencent and Phi 4 is developed by Microsoft.