Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Llama 3.1 8B Instruct

A-TIER

Cloudflare Workers AI

Intelligence Score 80/100

Model Popularity 0 votes

Context Window 128K

Pricing Model Free / Open

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S-TIER

Requesty

Intelligence Score 93/100

Context Window 200K

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 93/100 vs 80/100, Claude 3.5 Sonnet (via routing) outperforms Llama 3.1 8B Instruct by 13 points.

HEAD-TO-HEAD

Feature	Llama 3.1 8B Instruct	Claude 3.5 Sonnet (via routing)
Context Window	128K	200K
Architecture	Transformer (Open Weight)	Transformer (Proprietary)
Est. MMLU Score	~75-79%	~88-91%
Release Date	Jul 2024	Jun-Oct 2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Varies by model	60 RPM
Daily Limit	10,000 neurons/day	Credit-based
Capabilities	Reasoning	Reasoning
Performance Tier	B-Tier (Strong)	S-Tier (Elite)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	8B	Unknown
Limitations	10,000 neurons/day cap (varies per model) Larger models consume more neurons per request No fine-tuning support	Requires underlying provider API keys Free credit amount is limited Routing adds minimal latency
Key Strengths	Edge inference: runs closest to user 50+ models: LLM, image gen, classification, speech Workers integration for serverless apps	AI Router: automatic provider failover Prompt caching for cost savings Multi-provider load balancing