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Grok 4.6 vs Inkling-Small

Grok 4.6 significantly outperforms across most benchmarks. Inkling-Small is 5.7x cheaper per token.

xAI · Thinking Machines Lab · Updated for 2026

Which is better?

Grok 4.6 outperforms in 2 benchmarks (AA-Briefcase, GDPval-AA), while Inkling-Small is better at 0 benchmarks. Grok 4.6 significantly outperforms across most benchmarks.

On price, Inkling-Small is roughly 5.7x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Grok 4.6 also accepts a larger context window (500,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current benchmark, pricing, and model metadata for 2026.

Choose Grok 4.6

  • you want the strongest raw capability — it leads on 2 of 2 shared benchmarks
  • you process long inputs — it offers a 500,000 token context window
  • you want the most recent training data — it shipped Aug 2026

Choose Inkling-Small

  • cost matters — it's about 5.7x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Benchmark wins
2 of 2
0 of 2
Input price
$2.00 / M
$0.30 / M
Output price
$6.00 / M
$1.20 / M
Context window
500,000
256,000
Released
Aug 2026
Jul 2026
License
Proprietary
Apache 2.0

Performance Benchmarks

Comparative analysis across standard metrics

2 benchmarks

Grok 4.6 outperforms in 2 benchmarks (AA-Briefcase, GDPval-AA), while Inkling-Small is better at 0 benchmarks.

Grok 4.6 significantly outperforms across most benchmarks.

Tue Aug 25 2026 • llm-stats.com

Arena Performance

Playground indexes and blind preference scores

Pricing Analysis

Price comparison per million tokens

Inkling-Small costs less

For input processing, Grok 4.6 ($2.00/1M tokens) is 6.7x more expensive than Inkling-Small ($0.30/1M tokens).

For output processing, Grok 4.6 ($6.00/1M tokens) is 5.0x more expensive than Inkling-Small ($1.20/1M tokens).

In conclusion, Grok 4.6 is more expensive than Inkling-Small.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Tue Aug 25 2026 • llm-stats.com
xAI
Grok 4.6
Input tokens$2.00
Output tokens$6.00
Best providerxAI
Thinking Machines Lab
Inkling-Small
Input tokens$0.30
Output tokens$1.20
Best providerUnknown Organization
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Grok 4.6 accepts 500,000 input tokens compared to Inkling-Small's 256,000 tokens. Only Inkling-Small specifies output context (256,000 tokens).

xAI
Grok 4.6
Input500,000 tokens
Output- tokens
Thinking Machines Lab
Inkling-Small
Input256,000 tokens
Output256,000 tokens
Tue Aug 25 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both Grok 4.6 and Inkling-Small support multimodal inputs.

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

Grok 4.6

Text
Images
Audio
Video

Inkling-Small

Text
Images
Audio
Video

License

Usage and distribution terms

Grok 4.6 is licensed under a proprietary license, while Inkling-Small uses Apache 2.0.

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

Grok 4.6

Proprietary

Closed source

Inkling-Small

Apache 2.0

Open weights

Release Timeline

When each model was launched

Grok 4.6 was released on 2026-08-12, while Inkling-Small was released on 2026-07-30.

Grok 4.6 is 0 month newer than Inkling-Small.

Grok 4.6

Aug 12, 2026

1 weeks ago

1w newer
Inkling-Small

Jul 30, 2026

3 weeks ago

Knowledge Cutoff

When training data ends

Grok 4.6 has a documented knowledge cutoff of 2026-02-01, while Inkling-Small's cutoff date is not specified.

We can confirm Grok 4.6's training data extends to 2026-02-01, but cannot make a direct comparison without Inkling-Small's cutoff date.

Grok 4.6

Feb 2026

Inkling-Small

Provider Availability

Grok 4.6 is available from xAI. Inkling-Small is available from Thinking Machines Lab.

Grok 4.6

xai logo
xAI
Input Price:Input: $2.00/1MOutput Price:Output: $6.00/1M

Inkling-Small

thinking-machines logo
Unknown Organization
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M
* 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 Grok 4.6 and Inkling-Small side-by-side, then vote on the output you prefer.

Grok 4.6
✓ Preferred
Inkling-Small
Open in Playground

FAQ

Common questions about Grok 4.6 vs Inkling-Small.

Which is better, Grok 4.6 or Inkling-Small?

Grok 4.6 significantly outperforms across most benchmarks. Grok 4.6 is made by xAI and Inkling-Small is made by Thinking Machines Lab. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Grok 4.6 compare to Inkling-Small in benchmarks?

Grok 4.6 scores CursorBench v3.2: 69.9%, DeepSWE 1.1: 65.9%, FrontierCode: 61.3%, AA-Index: 61.0%, GDPval-AA: 58.4%. Inkling-Small scores AIME 2026: 95.5%, VoiceBench Avg: 90.1%, GPQA: 89.5%, Global-MMLU-Lite: 86.7%, ARC-AGI: 84.0%.

Is Grok 4.6 cheaper than Inkling-Small?

Inkling-Small is 6.7x cheaper for input tokens. Grok 4.6 costs $2.00/M input and $6.00/M output via xai. Inkling-Small costs $0.30/M input and $1.20/M output via thinking-machines.

What are the context window sizes for Grok 4.6 and Inkling-Small?

Grok 4.6 supports 500K tokens and Inkling-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 4.6 and Inkling-Small?

Key differences include context window (500K vs 256K), input pricing ($2.00 vs $0.30/M), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok 4.6 and Inkling-Small?

Grok 4.6 is developed by xAI and Inkling-Small is developed by Thinking Machines Lab.