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Claude Sonnet 4 vs DeepSeek R1 Distill Llama 8B

Claude Sonnet 4 leads the LLM Stats Score 24.3 to 7.1.

Anthropic · DeepSeek · Updated for 2026

Which is better?

Claude Sonnet 4 leads the overall LLM Stats Score 24.3 to 7.1, ranking #157 overall.

In the 1 individual benchmarks reported for both models, Claude Sonnet 4 wins 1; this is a narrower head-to-head signal than the composite indexes.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Claude Sonnet 4

  • overall performance matters — it scores 24.3 and ranks #157 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you want the most recent training data — it shipped May 2025

Choose DeepSeek R1 Distill Llama 8B

  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Claude Sonnet 4
Anthropic
DeepSeek R1 Distill Llama 8B
DeepSeek
Core performance indexes
LLM Stats Score
24.3
#157
7.1
#279
Reasoning
24.4
#149
7.4
#270
Coding
17.0
#116
2.7
#217
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$3.00 / M
— / M
Output price
$15.00 / M
— / M
Context window
200,000
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Claude Sonnet 4
DeepSeek R1 Distill Llama 8B
Math
16.1#203
10.9#240
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

8 reported for Claude Sonnet 4 · 4 for DeepSeek R1 Distill Llama 8B

1 shared

Claude Sonnet 4 outperforms in 1 benchmarks (GPQA), while DeepSeek R1 Distill Llama 8B is better at 0 benchmarks.

Claude Sonnet 4 significantly outperforms across most benchmarks.

Sun Sep 06 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Claude Sonnet 4 specifies input context (200,000 tokens). Only Claude Sonnet 4 specifies output context (64,000 tokens).

Anthropic
Claude Sonnet 4
Input200,000 tokens
Output64,000 tokens
DeepSeek
DeepSeek R1 Distill Llama 8B
Input- tokens
Output- tokens
Sun Sep 06 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Claude Sonnet 4 supports multimodal inputs, whereas DeepSeek R1 Distill Llama 8B does not.

Claude Sonnet 4 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Claude Sonnet 4

Text
Images
Audio
Video

DeepSeek R1 Distill Llama 8B

Text
Images
Audio
Video

License

Usage and distribution terms

Claude Sonnet 4 is licensed under a proprietary license, while DeepSeek R1 Distill Llama 8B uses MIT.

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

Claude Sonnet 4

Proprietary

Closed source

DeepSeek R1 Distill Llama 8B

MIT

Open weights

Release Timeline

When each model was launched

Claude Sonnet 4 was released on 2025-05-22, while DeepSeek R1 Distill Llama 8B was released on 2025-01-20.

Claude Sonnet 4 is 4 months newer than DeepSeek R1 Distill Llama 8B.

Claude Sonnet 4

May 22, 2025

1.3 years ago

4mo newer
DeepSeek R1 Distill Llama 8B

Jan 20, 2025

1.6 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Claude Sonnet 4 and DeepSeek R1 Distill Llama 8B side-by-side, then vote on the output you prefer.

Claude Sonnet 4
✓ Preferred
DeepSeek R1 Distill Llama 8B
Open in Playground

FAQ

Common questions about Claude Sonnet 4 vs DeepSeek R1 Distill Llama 8B.

Which is better, Claude Sonnet 4 or DeepSeek R1 Distill Llama 8B?

Claude Sonnet 4 leads the LLM Stats Score 24.3 to 7.1. Claude Sonnet 4 is made by Anthropic and DeepSeek R1 Distill Llama 8B is made by DeepSeek. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude Sonnet 4 compare to DeepSeek R1 Distill Llama 8B in benchmarks?

Claude Sonnet 4 scores MMMLU: 86.5%, TAU-bench Retail: 80.5%, GPQA: 75.4%, MMMU: 74.4%, SWE-Bench Verified: 72.7%. DeepSeek R1 Distill Llama 8B scores MATH-500: 89.1%, AIME 2024: 80.0%, GPQA: 49.0%, LiveCodeBench: 39.6%.

What are the context window sizes for Claude Sonnet 4 and DeepSeek R1 Distill Llama 8B?

Claude Sonnet 4 supports 200K tokens and DeepSeek R1 Distill Llama 8B supports an unknown number of 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 4 and DeepSeek R1 Distill Llama 8B?

Key differences include LLM Stats Score (24.3 vs 7.1), multimodal support (yes vs no), licensing (Proprietary vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Sonnet 4 and DeepSeek R1 Distill Llama 8B?

Claude Sonnet 4 is developed by Anthropic and DeepSeek R1 Distill Llama 8B is developed by DeepSeek.

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