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Grok Code Fast 1 vs Hy4 preview

Hy4 preview leads the LLM Stats Score 51.0 to 20.7.

xAI · Tencent · Updated for 2026

Which is better?

Hy4 preview leads the overall LLM Stats Score 51.0 to 20.7, ranking #14 overall.

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

Choose Grok Code Fast 1

  • you want predictable pricing at $0.20/M input and $1.50/M output

Choose Hy4 preview

  • overall performance matters — it scores 51.0 and ranks #14 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you want the most recent training data — it shipped Aug 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
20.7
#192
51.0
#14
20.6
#185
50.8
#10
12.9
#140
39.7
#14
Cost, coverage & limits
Benchmark wins
Input price
$0.20 / M
— / M
Output price
$1.50 / M
— / M
Context window
256,000

Individual benchmarks

1 reported for Grok Code Fast 1 · 32 for Hy4 preview

No common benchmarks found

Grok Code Fast 1 and Hy4 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

Only Grok Code Fast 1 specifies input context (256,000 tokens). Only Grok Code Fast 1 specifies output context (10,000 tokens).

xAI
Grok Code Fast 1
Input256,000 tokens
Output10,000 tokens
Tencent
Hy4 preview
Input- tokens
Output- tokens
Mon Sep 21 2026 • llm-stats.com

License

Usage and distribution terms

Grok Code Fast 1 is licensed under a proprietary license, while Hy4 preview uses Apache 2.0.

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

Grok Code Fast 1

Proprietary

Closed source

Hy4 preview

Apache 2.0

Open weights

Release Timeline

When each model was launched

Grok Code Fast 1 was released on 2025-08-28, while Hy4 preview was released on 2026-08-28.

Hy4 preview is 12 months newer than Grok Code Fast 1.

Grok Code Fast 1

Aug 28, 2025

1.1 years ago

Hy4 preview

Aug 28, 2026

3 weeks ago

1.0yr 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

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Grok Code Fast 1 and Hy4 preview side-by-side, then vote on the output you prefer.

Grok Code Fast 1
✓ Preferred
Hy4 preview
Open in Playground

FAQ

Common questions about Grok Code Fast 1 vs Hy4 preview.

Which is better, Grok Code Fast 1 or Hy4 preview?

Hy4 preview leads the LLM Stats Score 51.0 to 20.7. Grok Code Fast 1 is made by xAI and Hy4 preview is made by Tencent. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Grok Code Fast 1 compare to Hy4 preview in benchmarks?

Grok Code Fast 1 scores SWE-Bench Verified: 70.8%. Hy4 preview scores GPQA: 92.3%, Terminal-Bench 2.1: 85.4%, WideSearch: 83.9%, MCP Atlas: 83.7%, SWE-bench Multilingual: 82.9%.

What are the context window sizes for Grok Code Fast 1 and Hy4 preview?

Grok Code Fast 1 supports 256K tokens and Hy4 preview supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Grok Code Fast 1 and Hy4 preview?

Key differences include LLM Stats Score (20.7 vs 51.0), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok Code Fast 1 and Hy4 preview?

Grok Code Fast 1 is developed by xAI and Hy4 preview is developed by Tencent.