Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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inclusionAI Ling 3.0 Flash Sante

A-TIER

OpenRouter

Intelligence Score 83/100
Model Popularity 0 votes
Context Window 262K Context
Pricing Model Free / Open
View Provider Analysis →

Gemma 4 31B

Friendli AI

Intelligence Score 65/100
Context Window 262K Context
Pricing Model Free / Open
Model Popularity 0 votes
View Provider Analysis →
FINAL VERDICT

inclusionAI Ling 3.0 Flash Sante Wins

With an intelligence score of 83/100 vs 65/100, inclusionAI Ling 3.0 Flash Sante outperforms Gemma 4 31B by 18 points.

Clear Winner: Significant performance advantage for inclusionAI Ling 3.0 Flash Sante.
HEAD-TO-HEAD

Detailed Comparison

Feature
inclusionAI Ling 3.0 Flash Sante
Gemma 4 31B
Context Window
262K Context 262K Context
Architecture
Transformer Transformer
Est. MMLU Score
~75-79% ~60-64%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
20 requests/minute 60 RPM
Daily Limit
50 requests/day (up to 1000 with $10 topup) Credit-based
Capabilities
No specific data
No specific data
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
⚡ Very Fast Medium
Primary Use Case
⚡ Fast Chat & Apps General Purpose
Model Size
Undisclosed 31B
Limitations
  • Limits depend on account history/topup
  • Community key models
  • Free models have lower priority during peak demand
  • $10 credit is one-time trial
  • Billing required after credits
  • Limited model selection
Key Strengths
  • Unified API for 100+ models from all providers
  • OpenAI-compatible endpoint (drop-in replacement)
  • Automatic model fallback and routing
  • Optimized inference engine (FriendliEngine)
  • OpenAI-compatible API endpoints
  • Enterprise-grade uptime

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