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Grok 4.7 vs Laguna XS 2.1

Grok 4.7 leads the LLM Stats Score 48.5 to 24.4. Laguna XS 2.1 is 24.0x cheaper per token.

xAI · Poolside · Updated for 2026

Which is better?

Grok 4.7 leads the overall LLM Stats Score 48.5 to 24.4, ranking #23 overall.

On price, Laguna XS 2.1 is roughly 24.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Grok 4.7 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 4.7

  • overall performance matters — it scores 48.5 and ranks #23 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you process long inputs — it offers a 500,000 token context window
  • you want the most recent training data — it shipped Sep 2026

Choose Laguna XS 2.1

  • cost matters — it's about 24.0x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
48.5
#23
24.4
#166
37.4
#69
24.4
#160
40.1
#13
14.7
#135
36.1
#19
2.7
#167
Cost, coverage & limits
Benchmark wins
Input price
$2.00 / M
$0.10 / M
Output price
$6.00 / M
$0.20 / M
Context window
500,000
262,144

Individual benchmarks

23 reported for Grok 4.7 · 4 for Laguna XS 2.1

No common benchmarks found

Grok 4.7 and Laguna XS 2.1don'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

Pricing Analysis

Price comparison per million tokens

Laguna XS 2.1 costs less

For input processing, Grok 4.7 ($2.00/1M tokens) is 20.0x more expensive than Laguna XS 2.1 ($0.10/1M tokens).

For output processing, Grok 4.7 ($6.00/1M tokens) is 30.0x more expensive than Laguna XS 2.1 ($0.20/1M tokens).

In conclusion, Grok 4.7 is more expensive than Laguna XS 2.1.*

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

Lowest available price from all providers
Tue Sep 22 2026 • llm-stats.com
xAI
Grok 4.7
Input tokens$2.00
Output tokens$6.00
Best providerxAI
Poolside
Laguna XS 2.1
Input tokens$0.10
Output tokens$0.20
Best providerPoolside
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Grok 4.7 accepts 500,000 input tokens compared to Laguna XS 2.1's 262,144 tokens.

xAI
Grok 4.7
Input500,000 tokens
Output- tokens
Poolside
Laguna XS 2.1
Input262,144 tokens
Output- tokens
Tue Sep 22 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Grok 4.7 supports multimodal inputs, whereas Laguna XS 2.1 does not.

Grok 4.7 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Grok 4.7

Text
Images
Audio
Video

Laguna XS 2.1

Text
Images
Audio
Video

License

Usage and distribution terms

Grok 4.7 is licensed under a proprietary license, while Laguna XS 2.1 uses OpenMDW License v1.1.

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

Grok 4.7

Proprietary

Closed source

Laguna XS 2.1

OpenMDW License v1.1

Open weights

Release Timeline

When each model was launched

Grok 4.7 was released on 2026-09-21, while Laguna XS 2.1 was released on 2026-07-02.

Grok 4.7 is 3 months newer than Laguna XS 2.1.

Grok 4.7

Sep 21, 2026

1 days ago

2mo newer
Laguna XS 2.1

Jul 2, 2026

2 months ago

Knowledge Cutoff

When training data ends

Grok 4.7 has a documented knowledge cutoff of 2026-06-01, while Laguna XS 2.1's cutoff date is not specified.

We can confirm Grok 4.7's training data extends to 2026-06-01, but cannot make a direct comparison without Laguna XS 2.1's cutoff date.

Grok 4.7

Jun 2026

Laguna XS 2.1

Provider Availability

Grok 4.7 is available from xAI. Laguna XS 2.1 is available from Poolside.

Grok 4.7

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

Laguna XS 2.1

poolside logo
Poolside
Input Price:Input: $0.10/1MOutput Price:Output: $0.20/1M
* 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 4.7 and Laguna XS 2.1 side-by-side, then vote on the output you prefer.

Grok 4.7
✓ Preferred
Laguna XS 2.1
Open in Playground

FAQ

Common questions about Grok 4.7 vs Laguna XS 2.1.

Which is better, Grok 4.7 or Laguna XS 2.1?

Grok 4.7 leads the LLM Stats Score 48.5 to 24.4. Grok 4.7 is made by xAI and Laguna XS 2.1 is made by Poolside. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Grok 4.7 compare to Laguna XS 2.1 in benchmarks?

Grok 4.7 scores BixBench MCQ: 88.4%, WMDP-Bio: 88.1%, WMDP-Cyber: 88.1%, WMDP-Chem: 84.9%, CyberGym: 80.3%. Laguna XS 2.1 scores SWE-Bench Verified: 70.9%, SWE-bench Multilingual: 63.1%, SWE-Bench Pro: 47.6%, Terminal-Bench 2.0: 37.5%.

Is Grok 4.7 cheaper than Laguna XS 2.1?

Laguna XS 2.1 is 20.0x cheaper for input tokens. Grok 4.7 costs $2.00/M input and $6.00/M output via xai. Laguna XS 2.1 costs $0.10/M input and $0.20/M output via poolside.

What are the context window sizes for Grok 4.7 and Laguna XS 2.1?

Grok 4.7 supports 500K tokens and Laguna XS 2.1 supports 262K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Grok 4.7 and Laguna XS 2.1?

Key differences include LLM Stats Score (48.5 vs 24.4), context window (500K vs 262K), input pricing ($2.00 vs $0.10/M), multimodal support (yes vs no), licensing (Proprietary vs OpenMDW License v1.1). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok 4.7 and Laguna XS 2.1?

Grok 4.7 is developed by xAI and Laguna XS 2.1 is developed by Poolside.