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Hy3 vs Kimi K2.8 Preview

Comparing Hy3 and Kimi K2.8 Preview across benchmarks, pricing, and capabilities.

Tencent · Moonshot AI · Updated for 2026

Which is better?

Hy3 and Kimi K2.8 Preview trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

Kimi K2.8 Preview also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

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

Choose Hy3

  • you need open weights you can self-host or fine-tune

Choose Kimi K2.8 Preview

  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Sep 2026

At a glance

The differences that matter most.

Benchmark wins
Input price
$0.14 / M
— / M
Output price
$0.58 / M
— / M
Context window
262,144
1,048,576

Individual benchmarks

31 reported for Hy3 · 0 for Kimi K2.8 Preview

No common benchmarks found

Hy3 and Kimi K2.8 Previewdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Kimi K2.8 Preview accepts 1,048,576 input tokens compared to Hy3's 262,144 tokens. Only Hy3 specifies output context (262,144 tokens).

Tencent
Hy3
Input262,144 tokens
Output262,144 tokens
Moonshot AI
Kimi K2.8 Preview
Input1,048,576 tokens
Output- tokens
Sun Sep 20 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Kimi K2.8 Preview supports multimodal inputs, whereas Hy3 does not.

Kimi K2.8 Preview can handle both text and other forms of data like images, making it suitable for multimodal applications.

Hy3

Text
Images
Audio
Video

Kimi K2.8 Preview

Text
Images
Audio
Video

License

Usage and distribution terms

Hy3 is licensed under Apache 2.0, while Kimi K2.8 Preview uses a proprietary license.

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

Hy3

Apache 2.0

Open weights

Kimi K2.8 Preview

Proprietary

Closed source

Release Timeline

When each model was launched

Hy3 was released on 2026-07-06, while Kimi K2.8 Preview was released on 2026-09-11.

Kimi K2.8 Preview is 2 months newer than Hy3.

Hy3

Jul 6, 2026

2 months ago

Kimi K2.8 Preview

Sep 11, 2026

1 weeks ago

2mo newer

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

Provider Availability

Hy3 is available from DeepInfra. Kimi K2.8 Preview is available from Moonshot AI.

Hy3

deepinfra logo
Deepinfra
Input Price:Input: $0.14/1MOutput Price:Output: $0.58/1M

Kimi K2.8 Preview

moonshot logo
Unknown Organization
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Hy3 and Kimi K2.8 Preview side-by-side, then vote on the output you prefer.

Hy3
✓ Preferred
Kimi K2.8 Preview
Open in Playground

FAQ

Common questions about Hy3 vs Kimi K2.8 Preview.

Which is better, Hy3 or Kimi K2.8 Preview?

Hy3 (Tencent) and Kimi K2.8 Preview (Moonshot AI) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Hy3 compare to Kimi K2.8 Preview in benchmarks?

Hy3 scores DeepSearchQA: 91.0%, GPQA: 90.4%, IMO-AnswerBench: 90.0%, BrowseComp: 84.2%, MCP Atlas: 79.1%.

What are the context window sizes for Hy3 and Kimi K2.8 Preview?

Hy3 supports 262K tokens and Kimi K2.8 Preview supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Hy3 and Kimi K2.8 Preview?

Key differences include context window (262K vs 1.0M), multimodal support (no vs yes), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Hy3 and Kimi K2.8 Preview?

Hy3 is developed by Tencent and Kimi K2.8 Preview is developed by Moonshot AI.