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Hy4 preview vs Nova Lite

Hy4 preview leads the LLM Stats Score 51.5 to 7.8.

Tencent · Amazon · Updated for 2026

Which is better?

Hy4 preview leads the overall LLM Stats Score 51.5 to 7.8, ranking #10 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 51.5 and ranks #10 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
  • you need open weights you can self-host or fine-tune

Choose Nova Lite

  • you want predictable pricing at $0.06/M input and $0.24/M output

At a glance

The differences that matter most.

Core performance indexes
51.5
#10
7.8
#272
51.2
#8
7.3
#268
40.9
#10
5.7
#185
37.1
#11
5.0
#139
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
— / M
$0.06 / M
Output price
— / M
$0.24 / M
Context window
300,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Hy4 preview
Nova Lite
40.3#12
13.8#214
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

32 reported for Hy4 preview · 27 for Nova Lite

1 shared

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

Hy4 preview significantly outperforms across most benchmarks.

Mon Aug 31 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Nova Lite specifies input context (300,000 tokens). Only Nova Lite specifies output context (2,048 tokens).

Tencent
Hy4 preview
Input- tokens
Output- tokens
Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Mon Aug 31 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Nova Lite supports multimodal inputs, whereas Hy4 preview does not.

Nova Lite can handle both text and other forms of data like images, making it suitable for multimodal applications.

Hy4 preview

Text
Images
Audio
Video

Nova Lite

Text
Images
Audio
Video

License

Usage and distribution terms

Hy4 preview is licensed under Apache 2.0, while Nova Lite uses a proprietary license.

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

Hy4 preview

Apache 2.0

Open weights

Nova Lite

Proprietary

Closed source

Release Timeline

When each model was launched

Hy4 preview was released on 2026-08-28, while Nova Lite was released on 2024-11-20.

Hy4 preview is 22 months newer than Nova Lite.

Hy4 preview

Aug 28, 2026

2 days ago

1.8yr newer
Nova Lite

Nov 20, 2024

1.8 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 Nova Lite side-by-side, then vote on the output you prefer.

Hy4 preview
✓ Preferred
Nova Lite
Open in Playground

FAQ

Common questions about Hy4 preview vs Nova Lite.

Which is better, Hy4 preview or Nova Lite?

Hy4 preview leads the LLM Stats Score 51.5 to 7.8. Hy4 preview is made by Tencent and Nova Lite is made by Amazon. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Hy4 preview compare to Nova Lite 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%. Nova Lite scores GSM8k: 94.5%, ARC-C: 92.4%, DocVQA: 92.4%, IFEval: 89.7%, Translation en→Set1 COMET22: 88.8%.

What are the context window sizes for Hy4 preview and Nova Lite?

Hy4 preview supports an unknown number of tokens and Nova Lite supports 300K 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 Nova Lite?

Key differences include LLM Stats Score (51.5 vs 7.8), multimodal support (no vs yes), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Hy4 preview and Nova Lite?

Hy4 preview is developed by Tencent and Nova Lite is developed by Amazon.