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Claude Sonnet 5.5 vs Gemma 3n E4B Instructed

Claude Sonnet 5.5 leads the LLM Stats Score 58.4 to -5.1. Claude Sonnet 5.5 is 6.3x cheaper per token.

Anthropic · Google · Updated for 2026

Which is better?

Claude Sonnet 5.5 leads the overall LLM Stats Score 58.4 to -5.1, ranking #2 overall.

In the 1 individual benchmarks reported for both models, Claude Sonnet 5.5 wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Claude Sonnet 5.5 is roughly 6.3x 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 1 of 1 exact shared results
  • cost matters — it's about 6.3x cheaper per token
  • 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 Gemma 3n E4B Instructed

  • you want predictable pricing at $20.00/M input and $40.00/M output

At a glance

The differences that matter most.

Claude Sonnet 5.5
Anthropic
Gemma 3n E4B Instructed
Google
Core performance indexes
LLM Stats Score
58.4
#2
-5.1
#376
Reasoning
57.2
#3
-6.0
#375
Coding
47.6
#2
-0.3
#266
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$2.00 / M
$20.00 / M
Output price
$10.00 / M
$40.00 / M
Context window
1,000,000
32,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Claude Sonnet 5.5
Gemma 3n E4B Instructed
Math
38.7#25
-1.8#319
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

47 reported for Claude Sonnet 5.5 · 18 for Gemma 3n E4B Instructed

1 shared

Claude Sonnet 5.5 outperforms in 1 benchmarks (Global-MMLU), while Gemma 3n E4B Instructed is better at 0 benchmarks.

Claude Sonnet 5.5 significantly outperforms across most benchmarks.

Fri Oct 23 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Claude Sonnet 5.5 costs less

For input processing, Claude Sonnet 5.5 ($2.00/1M tokens) is 10.0x cheaper than Gemma 3n E4B Instructed ($20.00/1M tokens).

For output processing, Claude Sonnet 5.5 ($10.00/1M tokens) is 4.0x cheaper than Gemma 3n E4B Instructed ($40.00/1M tokens).

In conclusion, Gemma 3n E4B Instructed is more expensive than Claude Sonnet 5.5.*

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

Lowest available price from all providers
Fri Oct 23 2026 • llm-stats.com
Anthropic
Claude Sonnet 5.5
Input tokens$2.00
Output tokens$10.00
Best providerAnthropic
Google
Gemma 3n E4B Instructed
Input tokens$20.00
Output tokens$40.00
Best providerTogether
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 Gemma 3n E4B Instructed's 32,000 tokens. Claude Sonnet 5.5 can generate longer responses up to 128,000 tokens, while Gemma 3n E4B Instructed is limited to 32,000 tokens.

Anthropic
Claude Sonnet 5.5
Input1,000,000 tokens
Output128,000 tokens
Google
Gemma 3n E4B Instructed
Input32,000 tokens
Output32,000 tokens
Fri Oct 23 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Sonnet 5.5 and Gemma 3n E4B Instructed 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

Gemma 3n E4B Instructed

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

Gemma 3n E4B Instructed

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Sonnet 5.5 was released on 2026-09-28, while Gemma 3n E4B Instructed was released on 2025-06-26.

Claude Sonnet 5.5 is 15 months newer than Gemma 3n E4B Instructed.

Claude Sonnet 5.5

Sep 28, 2026

3 weeks ago

1.3yr newer
Gemma 3n E4B Instructed

Jun 26, 2025

1.3 years ago

Knowledge Cutoff

When training data ends

Claude Sonnet 5.5 has a knowledge cutoff of 2026-06-01, while Gemma 3n E4B Instructed has a cutoff of 2024-06-01.

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 Gemma 3n E4B Instructed (2024-06-01).

Claude Sonnet 5.5

Jun 2026

2 yr newer
Gemma 3n E4B Instructed

Jun 2024

Provider Availability

Claude Sonnet 5.5 is available from Anthropic. Gemma 3n E4B Instructed is available from Together.

Claude Sonnet 5.5

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

Gemma 3n E4B Instructed

together logo
Together
Input Price:Input: $20.00/1MOutput Price:Output: $40.00/1M
* 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 Gemma 3n E4B Instructed side-by-side, then vote on the output you prefer.

Claude Sonnet 5.5
✓ Preferred
Gemma 3n E4B Instructed
Open in Playground

FAQ

Common questions about Claude Sonnet 5.5 vs Gemma 3n E4B Instructed.

Which is better, Claude Sonnet 5.5 or Gemma 3n E4B Instructed?

Claude Sonnet 5.5 leads the LLM Stats Score 58.4 to -5.1. Claude Sonnet 5.5 is made by Anthropic and Gemma 3n E4B Instructed is made by Google. 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 Gemma 3n E4B Instructed 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%. Gemma 3n E4B Instructed scores HumanEval: 75.0%, MGSM: 67.0%, MMLU: 64.9%, Global-MMLU-Lite: 64.5%, MBPP: 63.6%.

Is Claude Sonnet 5.5 cheaper than Gemma 3n E4B Instructed?

Claude Sonnet 5.5 is 10.0x cheaper for input tokens. Claude Sonnet 5.5 costs $2.00/M input and $10.00/M output via anthropic. Gemma 3n E4B Instructed costs $20.00/M input and $40.00/M output via together.

What are the context window sizes for Claude Sonnet 5.5 and Gemma 3n E4B Instructed?

Claude Sonnet 5.5 supports 1.0M tokens and Gemma 3n E4B Instructed supports 32K 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 Gemma 3n E4B Instructed?

Key differences include LLM Stats Score (58.4 vs -5.1), context window (1.0M vs 32K), input pricing ($2.00 vs $20.00/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Sonnet 5.5 and Gemma 3n E4B Instructed?

Claude Sonnet 5.5 is developed by Anthropic and Gemma 3n E4B Instructed is developed by Google.

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