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Grok 4.5 vs Inkling-Small

Grok 4.5 leads the LLM Stats Score 47.0 to 39.3. Inkling-Small is 5.7x cheaper per token.

xAI · Thinking Machines Lab · Updated for 2026

Which is better?

Grok 4.5 leads the overall LLM Stats Score 47.0 to 39.3, ranking #19 overall.

In the 5 individual benchmarks reported for both models, Grok 4.5 wins 5; this is a narrower head-to-head signal than the composite indexes.

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 4.5 also accepts a larger context window (500,000 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 Grok 4.5

  • overall performance matters — it scores 47.0 and ranks #19 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 5 of 5 exact shared results
  • you process long inputs — it offers a 500,000 token context window

Choose Inkling-Small

  • cost matters — it's about 5.7x cheaper per token
  • you want the most recent training data — it shipped Jul 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
47.0
#19
39.3
#53
45.5
#26
39.0
#52
38.7
#16
31.1
#45
33.6
#20
24.8
#45
Cost, coverage & limits
Benchmark wins
5 of 5
0 of 5
Input price
$2.00 / M
$0.30 / M
Output price
$6.00 / M
$1.20 / M
Context window
500,000
256,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Grok 4.5
Inkling-Small
24.5#31
23.3#38
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

14 reported for Grok 4.5 · 24 for Inkling-Small

5 shared

Grok 4.5 outperforms in 5 benchmarks (Artificial Analysis, GPQA, SWE-Bench Pro, Tau3 Banking, Terminal-Bench 2.1), while Inkling-Small is better at 0 benchmarks.

Grok 4.5 significantly outperforms across most benchmarks.

Fri Aug 28 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Inkling-Small costs less

For input processing, Grok 4.5 ($2.00/1M tokens) is 6.7x more expensive than Inkling-Small ($0.30/1M tokens).

For output processing, Grok 4.5 ($6.00/1M tokens) is 5.0x more expensive than Inkling-Small ($1.20/1M tokens).

In conclusion, Grok 4.5 is more expensive than Inkling-Small.*

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

Lowest available price from all providers
Fri Aug 28 2026 • llm-stats.com
xAI
Grok 4.5
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 4.5 accepts 500,000 input tokens compared to Inkling-Small's 256,000 tokens. Only Inkling-Small specifies output context (256,000 tokens).

xAI
Grok 4.5
Input500,000 tokens
Output- tokens
Thinking Machines Lab
Inkling-Small
Input256,000 tokens
Output256,000 tokens
Fri Aug 28 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Grok 4.5 and Inkling-Small support multimodal inputs.

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

Grok 4.5

Text
Images
Audio
Video

Inkling-Small

Text
Images
Audio
Video

License

Usage and distribution terms

Grok 4.5 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 4.5

Proprietary

Closed source

Inkling-Small

Apache 2.0

Open weights

Release Timeline

When each model was launched

Grok 4.5 was released on 2026-07-16, while Inkling-Small was released on 2026-07-30.

Inkling-Small is 0 month newer than Grok 4.5.

Grok 4.5

Jul 16, 2026

1 months ago

Inkling-Small

Jul 30, 2026

4 weeks ago

2w newer

Knowledge Cutoff

When training data ends

Grok 4.5 has a documented knowledge cutoff of 2026-02-01, while Inkling-Small's cutoff date is not specified.

We can confirm Grok 4.5's training data extends to 2026-02-01, but cannot make a direct comparison without Inkling-Small's cutoff date.

Grok 4.5

Feb 2026

Inkling-Small

Provider Availability

Grok 4.5 is available from xAI. Inkling-Small is available from Thinking Machines Lab.

Grok 4.5

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 4.5 and Inkling-Small side-by-side, then vote on the output you prefer.

Grok 4.5
✓ Preferred
Inkling-Small
Open in Playground

FAQ

Common questions about Grok 4.5 vs Inkling-Small.

Which is better, Grok 4.5 or Inkling-Small?

Grok 4.5 leads the LLM Stats Score 47.0 to 39.3. Grok 4.5 is made by xAI and Inkling-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 4.5 compare to Inkling-Small in benchmarks?

Grok 4.5 scores GPQA: 93.0%, Terminal-Bench 2.1: 83.3%, SWE-Bench Pro: 64.7%, AA-Omniscience Index: 63.0%, DeepSWE 1.0: 62.0%. 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 4.5 cheaper than Inkling-Small?

Inkling-Small is 6.7x cheaper for input tokens. Grok 4.5 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 4.5 and Inkling-Small?

Grok 4.5 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 4.5 and Inkling-Small?

Key differences include LLM Stats Score (47.0 vs 39.3), 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 4.5 and Inkling-Small?

Grok 4.5 is developed by xAI and Inkling-Small is developed by Thinking Machines Lab.