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Grok-4 Heavy vs Inkling 2 Small

Grok-4 Heavy and Inkling 2 Small are closely matched at 40.1 and 47.1 on the LLM Stats Score.

xAI · Thinking Machines Lab · Updated for 2026

Which is better?

Grok-4 Heavy and Inkling 2 Small are closely matched on the overall LLM Stats Score at 40.1 and 47.1.

The models split the 2 individual benchmarks reported for both models evenly.

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

Choose Grok-4 Heavy

  • you are already invested in the xAI ecosystem

Choose Inkling 2 Small

  • your work emphasizes reasoning and coding — it leads those capability indexes

At a glance

The differences that matter most.

Core performance indexes
40.1
#82
47.1
#41
38.5
#83
47.8
#26
17.6
#147
36.2
#35
Cost, coverage & limits
Benchmark wins
1 of 2
1 of 2
Input price
— / M
$0.30 / M
Output price
— / M
$1.00 / M
Context window
—
256,000

Individual benchmarks

6 reported for Grok-4 Heavy · 11 for Inkling 2 Small

2 shared

Grok-4 Heavy outperforms in 1 benchmarks (Humanity's Last Exam), while Inkling 2 Small is better at 1 benchmark (GPQA).

Both models are evenly matched across the benchmarks.

Wed Nov 11 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Inkling 2 Small specifies input context (256,000 tokens).

xAI
Grok-4 Heavy
Input- tokens
Output- tokens
Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
Wed Nov 11 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Grok-4 Heavy and Inkling 2 Small support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Grok-4 Heavy

Text
Images
Audio
Video

Inkling 2 Small

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Grok-4 Heavy

Proprietary

Closed source

Inkling 2 Small

Proprietary

Closed source

Release Timeline

When each model was launched

Inkling 2 Small was released on 2026-11-05, while Grok-4 Heavy's release date is not specified.

We can confirm Inkling 2 Small's release timeline, but cannot make a direct age comparison without Grok-4 Heavy's release date.

Grok-4 Heavy

—

Inkling 2 Small

Nov 5, 2026

5 days ago

Knowledge Cutoff

When training data ends

Grok-4 Heavy has a documented knowledge cutoff of 2024-12-31, while Inkling 2 Small's cutoff date is not specified.

We can confirm Grok-4 Heavy's training data extends to 2024-12-31, but cannot make a direct comparison without Inkling 2 Small's cutoff date.

Grok-4 Heavy

Dec 2024

Inkling 2 Small

—

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Grok-4 Heavy and Inkling 2 Small side-by-side, then vote on the output you prefer.

Grok-4 Heavy
✓ Preferred
Inkling 2 Small
Open in Playground

FAQ

Common questions about Grok-4 Heavy vs Inkling 2 Small.

Which is better, Grok-4 Heavy or Inkling 2 Small?

Grok-4 Heavy and Inkling 2 Small are closely matched on the LLM Stats Score at 40.1 and 47.1. Grok-4 Heavy is made by xAI and Inkling 2 Small is made by Thinking Machines Lab. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Grok-4 Heavy compare to Inkling 2 Small in benchmarks?

Grok-4 Heavy scores AIME 2025: 100.0%, HMMT25: 96.7%, GPQA: 88.4%, LiveCodeBench: 79.4%, USAMO25: 61.9%. Inkling 2 Small scores GPQA: 93.0%, BrowseComp: 90.2%, CharXiv-R: 85.6%, MCP Atlas: 85.0%, SWE-Bench Verified: 82.2%.

What are the context window sizes for Grok-4 Heavy and Inkling 2 Small?

Grok-4 Heavy supports an unknown number of tokens and Inkling 2 Small supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Grok-4 Heavy and Inkling 2 Small?

Key differences include LLM Stats Score (40.1 vs 47.1). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok-4 Heavy and Inkling 2 Small?

Grok-4 Heavy is developed by xAI and Inkling 2 Small is developed by Thinking Machines Lab.