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Claude Sonnet 5.5 vs Grok 4.6

Claude Sonnet 5.5 leads the LLM Stats Score 58.4 to 44.5. Grok 4.6 is 1.3x cheaper per token.

Anthropic · xAI · Updated for 2026

Which is better?

Claude Sonnet 5.5 leads the overall LLM Stats Score 58.4 to 44.5, ranking #2 overall.

In the 2 individual benchmarks reported for both models, Claude Sonnet 5.5 wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, Grok 4.6 is roughly 1.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Claude Sonnet 5.5 also accepts a larger context window (1,000,000 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 Claude Sonnet 5.5

  • overall performance matters — it scores 58.4 and ranks #2 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results
  • you process long inputs — it offers a 1,000,000 token context window
  • you want the most recent training data — it shipped Sep 2026

Choose Grok 4.6

  • cost matters — it's about 1.3x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
58.4
#2
44.5
#47
57.2
#3
47.0
#28
47.6
#2
32.5
#47
43.3
#3
34.0
#29
Cost, coverage & limits
Benchmark wins
2 of 2
0 of 2
Input price
$2.00 / M
$2.00 / M
Output price
$10.00 / M
$6.00 / M
Context window
1,000,000
500,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Claude Sonnet 5.5
Grok 4.6
35.8#2
18.2#84
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

47 reported for Claude Sonnet 5.5 · 11 for Grok 4.6

2 shared

Claude Sonnet 5.5 outperforms in 2 benchmarks (DeepSWE 1.1, Terminal-Bench 4.0), while Grok 4.6 is better at 0 benchmarks.

Claude Sonnet 5.5 significantly outperforms across most benchmarks.

Thu Oct 22 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Grok 4.6 costs less

For input processing, Claude Sonnet 5.5 ($2.00/1M tokens) costs the same as Grok 4.6 ($2.00/1M tokens).

For output processing, Claude Sonnet 5.5 ($10.00/1M tokens) is 1.7x more expensive than Grok 4.6 ($6.00/1M tokens).

In conclusion, Claude Sonnet 5.5 is more expensive than Grok 4.6.*

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

Lowest available price from all providers
Thu Oct 22 2026 • llm-stats.com
Anthropic
Claude Sonnet 5.5
Input tokens$2.00
Output tokens$10.00
Best providerAnthropic
xAI
Grok 4.6
Input tokens$2.00
Output tokens$6.00
Best providerxAI
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Claude Sonnet 5.5 accepts 1,000,000 input tokens compared to Grok 4.6's 500,000 tokens. Only Claude Sonnet 5.5 specifies output context (128,000 tokens).

Anthropic
Claude Sonnet 5.5
Input1,000,000 tokens
Output128,000 tokens
xAI
Grok 4.6
Input500,000 tokens
Output- tokens
Thu Oct 22 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Sonnet 5.5 and Grok 4.6 support multimodal inputs.

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

Claude Sonnet 5.5

Text
Images
Audio
Video

Grok 4.6

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.

Claude Sonnet 5.5

Proprietary

Closed source

Grok 4.6

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Sonnet 5.5 was released on 2026-09-28, while Grok 4.6 was released on 2026-08-12.

Claude Sonnet 5.5 is 2 months newer than Grok 4.6.

Claude Sonnet 5.5

Sep 28, 2026

3 weeks ago

1mo newer
Grok 4.6

Aug 12, 2026

2 months ago

Knowledge Cutoff

When training data ends

Claude Sonnet 5.5 has a knowledge cutoff of 2026-06-01, while Grok 4.6 has a cutoff of 2026-02-01.

Claude Sonnet 5.5 has more recent training data (up to 2026-06-01), making it potentially better informed about events through that date compared to Grok 4.6 (2026-02-01).

Claude Sonnet 5.5

Jun 2026

4 mo newer
Grok 4.6

Feb 2026

Provider Availability

Claude Sonnet 5.5 is available from Anthropic. Grok 4.6 is available from xAI.

Claude Sonnet 5.5

anthropic logo
Anthropic
Input Price:Input: $2.00/1MOutput Price:Output: $10.00/1M

Grok 4.6

xai logo
xAI
Input Price:Input: $2.00/1MOutput Price:Output: $6.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Claude Sonnet 5.5 and Grok 4.6 side-by-side, then vote on the output you prefer.

Claude Sonnet 5.5
✓ Preferred
Grok 4.6
Open in Playground

FAQ

Common questions about Claude Sonnet 5.5 vs Grok 4.6.

Which is better, Claude Sonnet 5.5 or Grok 4.6?

Claude Sonnet 5.5 leads the LLM Stats Score 58.4 to 44.5. Claude Sonnet 5.5 is made by Anthropic and Grok 4.6 is made by xAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude Sonnet 5.5 compare to Grok 4.6 in benchmarks?

Claude Sonnet 5.5 scores BenchCAD (with Python tool): 96.3%, ArXivMath (with tools): 95.2%, Global-MMLU: 92.1%, MILU: 91.6%, SWE-bench Multilingual: 90.3%. 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%.

Is Claude Sonnet 5.5 cheaper than Grok 4.6?

Both models cost $2.00 per million input tokens.

What are the context window sizes for Claude Sonnet 5.5 and Grok 4.6?

Claude Sonnet 5.5 supports 1.0M tokens and Grok 4.6 supports 500K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Claude Sonnet 5.5 and Grok 4.6?

Key differences include LLM Stats Score (58.4 vs 44.5), context window (1.0M vs 500K). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Sonnet 5.5 and Grok 4.6?

Claude Sonnet 5.5 is developed by Anthropic and Grok 4.6 is developed by xAI.