Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Mixtral 8x22B Instruct

DEPRECATED

DeepInfra

This model is no longer active/free — kept for reference.

Intelligence Score 89/100

Model Popularity 0 votes

Context Window 64K

Pricing Model Commercial / Paid

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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This model is no longer active/free — kept for reference.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, 15 RPM

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 96/100 vs 89/100, Gemini 3.1 Flash outperforms Mixtral 8x22B Instruct by 7 points.

HEAD-TO-HEAD

Feature	Mixtral 8x22B Instruct	Gemini 3.1 Flash
Context Window	64K	1M Context, 15 RPM
Architecture	Mixture of Experts (MoE)	Transformer (Proprietary)
Est. MMLU Score	~80-84%	~92-95%
Release Date	2024	2026 (Expected)
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	60 RPM (varies by model)	Varies by model (per-model limits are now shown only inside AI Studio)
Daily Limit	Credit-based (no daily cap)	Varies by model. Free: Flash, Flash-Lite and Gemini 2.5 Pro; Gemini 3.x Pro models are paid
Capabilities	Reasoning Multilingual	Thinking Multimodal
Performance Tier	A-Tier (Excellent)	S-Tier (Elite)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	⚡ Fast Chat & Apps
Model Size	22B	~1.5T (estimated)
Limitations	$5 credit is one-time only Credits expire after 90 days Rate limits vary by model	Data used for training (Unpaid tier) Rate limits are enforced per minute/day No SLA for free tier
Key Strengths	OpenAI-compatible API (drop-in replacement) 40+ open-source models hosted Fast inference with optimized serving	Multimodal Capabilities Huge Context Window (up to 2M tokens) Fast Inference Speed