Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Gemini 3.1 Flash-Lite

S-TIER

Google AI Studio

Intelligence Score 96/100
Model Popularity 0 votes
Context Window 1M Context
Pricing Model Free / Open

inclusionAI Ling 3.1 Flash

A-TIER

Requesty

Intelligence Score 83/100
Context Window 262K Context
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

Gemini 3.1 Flash-Lite Wins

With an intelligence score of 96/100 vs 83/100, Gemini 3.1 Flash-Lite outperforms inclusionAI Ling 3.1 Flash by 13 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Gemini 3.1 Flash-Lite
inclusionAI Ling 3.1 Flash
Context Window
1M Context 262K Context
Architecture
Transformer (Proprietary) Transformer
Est. MMLU Score
~92-95% ~75-79%
Release Date
2026 (Expected) 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Varies by model (per-model limits are now shown only inside AI Studio) 20 RPM on free models (60 RPM for paying orgs)
Daily Limit
Varies by model. Free: Flash, Flash-Lite and Gemini 2.5 Pro; Gemini 3.x Pro models are paid 200 requests/day (new orgs) / 1,000/day (paying orgs), shared across free models
Capabilities
No specific data
No specific data
Performance Tier
S-Tier (Elite) B-Tier (Strong)
Speed Estimate
⚡ Very Fast ⚡ Very Fast
Primary Use Case
⚡ Fast Chat & Apps ⚡ Fast Chat & Apps
Model Size
~1.5T (estimated) Undisclosed
Limitations
  • Data used for training (Unpaid tier)
  • Rate limits are enforced per minute/day
  • No SLA for free tier
  • Requires underlying provider API keys
  • Free credit amount is limited
  • Routing adds minimal latency
Key Strengths
  • Multimodal Capabilities
  • Huge Context Window (up to 2M tokens)
  • Fast Inference Speed
  • AI Router: automatic provider failover
  • Prompt caching for cost savings
  • Multi-provider load balancing

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