Ling 3.0 Flash Sante vs Ling 3.0 Flash VL
Compare Ling 3.0 Flash Sante and Ling 3.0 Flash VL on key metrics including price, context length, throughput, and other model features.
AuthorinclusionAI
Context Length262.1k
Supports Tools
Ling 3.0 Flash Sante is a health and medicine-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for medical knowledge reasoning, clinical safety, evidence-based retrieval, and long-horizon medical tasks, while retaining general capabilities in reasoning, coding, and agentic tasks.
Activity
Last 14 daysPrompt
94MCompletion
2MTotal
97MStartup
Startup
Latency (p50)1.09s
Throughput (p50)196.9 tok/s
Pricing
InputFree
OutputFree
Features
Input Modalitiestext
Output Modalitiestext
Supported EndpointsChat Completions
Vision
Supports Tools
AuthorinclusionAI
Context Length262.1k
Supports Tools
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual agent capabilities. Hybrid instant/reasoning model with tool calling.
Activity
Last 14 daysPrompt
46MCompletion
1MTotal
48MStartup
Startup
Latency (p50)1.21s
Throughput (p50)92.0 tok/s
Pricing
InputFree
OutputFree
Features
Input Modalitiestext, image
Output Modalitiestext
Supported EndpointsChat Completions
Vision
Supports Tools