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Claude 3 Opus vs Llama 3.1 8B Instruct

Claude 3 Opus leads the LLM Stats Score 9.9 to -2.6. Llama 3.1 8B Instruct is 1333.3x cheaper per token.

Anthropic · Meta · Updated for 2026

Which is better?

Claude 3 Opus leads the overall LLM Stats Score 9.9 to -2.6, ranking #273 overall.

In the 6 individual benchmarks reported for both models, Claude 3 Opus wins 6; this is a narrower head-to-head signal than the composite indexes.

On price, Llama 3.1 8B Instruct is roughly 1333.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Claude 3 Opus also accepts a larger context window (200,000 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 3 Opus

  • overall performance matters — it scores 9.9 and ranks #273 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 6 of 6 exact shared results
  • you process long inputs — it offers a 200,000 token context window

Choose Llama 3.1 8B Instruct

  • cost matters — it's about 1333.3x cheaper per token
  • you want the most recent training data — it shipped Jul 2024
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Claude 3 Opus
Anthropic
Llama 3.1 8B Instruct
Meta
Core performance indexes
LLM Stats Score
9.9
#273
-2.6
#345
Reasoning
9.8
#267
-3.6
#343
Coding
5.1
#208
-2.3
#255
Cost, coverage & limits
Benchmark wins
6 of 6
0 of 6
Input price
$15.00 / M
$0.02 / M
Output price
$75.00 / M
$0.03 / M
Context window
200,000
131,072

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
Claude 3 Opus
Llama 3.1 8B Instruct
Math
16.1#211
-2.5#312
Finance
14.3#129
-3.0#207
Legal
14.3#113
-3.0#192
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

11 reported for Claude 3 Opus · 18 for Llama 3.1 8B Instruct

6 shared

Claude 3 Opus outperforms in 6 benchmarks (ARC-C, DROP, GPQA, HumanEval, MMLU, MMLU-Pro), while Llama 3.1 8B Instruct is better at 0 benchmarks.

Claude 3 Opus significantly outperforms across most benchmarks.

Fri Sep 25 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Llama 3.1 8B Instruct costs less

For input processing, Claude 3 Opus ($15.00/1M tokens) is 750.0x more expensive than Llama 3.1 8B Instruct ($0.02/1M tokens).

For output processing, Claude 3 Opus ($75.00/1M tokens) is 2500.0x more expensive than Llama 3.1 8B Instruct ($0.03/1M tokens).

In conclusion, Claude 3 Opus is more expensive than Llama 3.1 8B Instruct.*

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

Lowest available price from all providers
Fri Sep 25 2026 • llm-stats.com
Anthropic
Claude 3 Opus
Input tokens$15.00
Output tokens$75.00
Best providerAnthropic
Meta
Llama 3.1 8B Instruct
Input tokens$0.02
Output tokens$0.03
Best providerDeepinfra
Notice missing or incorrect data?Start an Issue→

Context Window

Maximum input and output token capacity

Claude 3 Opus accepts 200,000 input tokens compared to Llama 3.1 8B Instruct's 131,072 tokens. Claude 3 Opus can generate longer responses up to 200,000 tokens, while Llama 3.1 8B Instruct is limited to 131,072 tokens.

Anthropic
Claude 3 Opus
Input200,000 tokens
Output200,000 tokens
Meta
Llama 3.1 8B Instruct
Input131,072 tokens
Output131,072 tokens
Fri Sep 25 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Claude 3 Opus supports multimodal inputs, whereas Llama 3.1 8B Instruct does not.

Claude 3 Opus can handle both text and other forms of data like images, making it suitable for multimodal applications.

Claude 3 Opus

Text
Images
Audio
Video

Llama 3.1 8B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Claude 3 Opus is licensed under a proprietary license, while Llama 3.1 8B Instruct uses Llama 3.1 Community License.

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

Claude 3 Opus

Proprietary

Closed source

Llama 3.1 8B Instruct

Llama 3.1 Community License

Open weights

Release Timeline

When each model was launched

Claude 3 Opus was released on 2024-02-29, while Llama 3.1 8B Instruct was released on 2024-07-23.

Llama 3.1 8B Instruct is 5 months newer than Claude 3 Opus.

Claude 3 Opus

Feb 29, 2024

2.6 years ago

Llama 3.1 8B Instruct

Jul 23, 2024

2.2 years ago

4mo newer

Knowledge Cutoff

When training data ends

Llama 3.1 8B Instruct has a documented knowledge cutoff of 2023-12-31, while Claude 3 Opus's cutoff date is not specified.

We can confirm Llama 3.1 8B Instruct's training data extends to 2023-12-31, but cannot make a direct comparison without Claude 3 Opus's cutoff date.

Claude 3 Opus

—

Llama 3.1 8B Instruct

Dec 2023

Provider Availability

Claude 3 Opus is available from Anthropic, Bedrock, Google. Llama 3.1 8B Instruct is available from DeepInfra, Lambda, Groq, Sambanova, Cerebras, Hyperbolic, Together, Fireworks, Bedrock.

Claude 3 Opus

anthropic logo
Anthropic
Input Price:Input: $15.00/1MOutput Price:Output: $75.00/1M
bedrock logo
AWS Bedrock
Input Price:Input: $15.00/1MOutput Price:Output: $75.00/1M
google logo
Google
Input Price:Input: $15.00/1MOutput Price:Output: $75.00/1M

Llama 3.1 8B Instruct

deepinfra logo
Deepinfra
Input Price:Input: $0.02/1MOutput Price:Output: $0.04/1M
lambda logo
Lambda
Input Price:Input: $0.03/1MOutput Price:Output: $0.03/1M
groq logo
Groq
Input Price:Input: $0.05/1MOutput Price:Output: $0.08/1M
sambanova logo
Sambanova
Input Price:Input: $0.10/1MOutput Price:Output: $0.20/1M
cerebras logo
Cerebras
Input Price:Input: $0.10/1MOutput Price:Output: $0.10/1M
hyperbolic logo
Hyperbolic
Input Price:Input: $0.10/1MOutput Price:Output: $0.10/1M
together logo
Together
Input Price:Input: $0.20/1MOutput Price:Output: $0.20/1M
fireworks logo
Fireworks
Input Price:Input: $0.20/1MOutput Price:Output: $0.20/1M
bedrock logo
AWS Bedrock
Input Price:Input: $0.22/1MOutput Price:Output: $0.22/1M
* 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 Claude 3 Opus and Llama 3.1 8B Instruct side-by-side, then vote on the output you prefer.

Claude 3 Opus
✓ Preferred
Llama 3.1 8B Instruct
Open in Playground

FAQ

Common questions about Claude 3 Opus vs Llama 3.1 8B Instruct.

Which is better, Claude 3 Opus or Llama 3.1 8B Instruct?

Claude 3 Opus leads the LLM Stats Score 9.9 to -2.6. Claude 3 Opus is made by Anthropic and Llama 3.1 8B Instruct is made by Meta. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude 3 Opus compare to Llama 3.1 8B Instruct in benchmarks?

Claude 3 Opus scores ARC-C: 96.4%, HellaSwag: 95.4%, GSM8k: 95.0%, MGSM: 90.7%, BIG-Bench Hard: 86.8%. Llama 3.1 8B Instruct scores GSM-8K (CoT): 84.5%, ARC-C: 83.4%, API-Bank: 82.6%, IFEval: 80.4%, BFCL: 76.1%.

Is Claude 3 Opus cheaper than Llama 3.1 8B Instruct?

Llama 3.1 8B Instruct is 750.0x cheaper for input tokens. Claude 3 Opus costs $15.00/M input and $75.00/M output via anthropic. Llama 3.1 8B Instruct costs $0.02/M input and $0.03/M output via deepinfra.

What are the context window sizes for Claude 3 Opus and Llama 3.1 8B Instruct?

Claude 3 Opus supports 200K tokens and Llama 3.1 8B Instruct supports 131K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Claude 3 Opus and Llama 3.1 8B Instruct?

Key differences include LLM Stats Score (9.9 vs -2.6), context window (200K vs 131K), input pricing ($15.00 vs $0.02/M), multimodal support (yes vs no), licensing (Proprietary vs Llama 3.1 Community License). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude 3 Opus and Llama 3.1 8B Instruct?

Claude 3 Opus is developed by Anthropic and Llama 3.1 8B Instruct is developed by Meta.

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