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Claude 3 Opus vs Llama 3.1 8B Instruct

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude 3 Opus and Llama 3.1 8B Instruct.

Anthropic

Claude 3 Opus

Claude 3 Opus is Anthropic's most powerful model from the first Claude 3 generation, engineered for deep analysis, comprehensive research, and demanding multi-step task execution. Released in March 2024, it represented the frontier of Anthropic's capabilities at the time, with a 200,000-token context window suitable for processing large documents, synthesizing diverse research sources, and generating expert-level written content. Priced at $15/MTok for input, Claude 3 Opus remains available for teams with specific requirements for Claude 3-generation behavior, though most use cases are better served by the improved Claude 4 series.

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Meta

Llama 3.1 8B Instruct

Meta's latest class of model (Llama 3.1) launched with a variety of sizes & flavors. This 8B instruct-tuned version is fast and efficient. It has demonstrated strong performance compared to...

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Technical Specifications

SpecificationClaude 3 OpusLlama 3.1 8B Instruct
ProviderAnthropicMeta
Context Window200,000 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment ModelN/Aself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-03-042024-07-23

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Opus

$15.00

Llama 3.1 8B Instruct

$0.02

Output Price per Million Tokens

Claude 3 Opus

$75.00

Llama 3.1 8B Instruct

$0.03

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8680.0%vsN/A
Claude 3 Opus
Llama 3.1 8B Instruct
HumanEvalPython coding & logic synthesis
8490.0%vsN/A
Claude 3 Opus
Llama 3.1 8B Instruct
MATHComplex mathematical problem solving
6010.0%vsN/A
Claude 3 Opus
Llama 3.1 8B Instruct
GPQAGraduate-level expert reasoning
5040.0%vsN/A
Claude 3 Opus
Llama 3.1 8B Instruct
HellaSwagCommonsense reasoning and inference
9500.0%vsN/A
Claude 3 Opus
Llama 3.1 8B Instruct
MT-BenchMulti-turn conversation flow quality
900.0%vsN/A
Claude 3 Opus
Llama 3.1 8B Instruct

Claude 3 Opus Quirks & Gotchas

No developer gotchas reported.

Llama 3.1 8B Instruct Quirks & Gotchas

No developer gotchas reported.