Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Llama 3.1 8B Instruct

DEPRECATED

Cloudflare Workers AI

This model is no longer active/free — kept for reference.

Intelligence Score 80/100

Model Popularity 0 votes

Context Window 128K

Pricing Model Free / Open

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DEPRECATED

Google AI Studio

This model is no longer active/free — kept for reference.

Intelligence Score 96/100

Context Window 1M Context, 30 RPM

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 96/100 vs 80/100, Gemini 3.0 Flash-Lite outperforms Llama 3.1 8B Instruct by 16 points.

Clear Winner: Significant performance advantage for Gemini 3.0 Flash-Lite.

HEAD-TO-HEAD

Feature	Llama 3.1 8B Instruct	Gemini 3.0 Flash-Lite
Context Window	128K	1M Context, 30 RPM
Architecture	Transformer (Open Weight)	Transformer (Proprietary)
Est. MMLU Score	~75-79%	~92-95%
Release Date	Jul 2024	2026 (Expected)
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	Varies by model (per-model limits are now shown only inside AI Studio)
Daily Limit	10,000 neurons/day	Varies by model. Free: Flash, Flash-Lite and Gemini 2.5 Pro; Gemini 3.x Pro models are paid
Capabilities	Reasoning	No specific data
Performance Tier	B-Tier (Strong)	S-Tier (Elite)
Speed Estimate	⚡ Very Fast	⚡ Very Fast
Primary Use Case	General Purpose	⚡ Fast Chat & Apps
Model Size	8B	~1.5T (estimated)
Limitations	10,000 neurons/day cap (varies per model) Larger models consume more neurons per request No fine-tuning support	Data used for training (Unpaid tier) Rate limits are enforced per minute/day No SLA for free tier
Key Strengths	Edge inference: runs closest to user 50+ models: LLM, image gen, classification, speech Workers integration for serverless apps	Multimodal Capabilities Huge Context Window (up to 2M tokens) Fast Inference Speed