Ling 3.0 Flash Fin vs Ling 3.0 Flash VL
Compare Ling 3.0 Flash Fin 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 Fin is a finance-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 real-world investment workflows that require complex multi-step tasks and long-horizon planning and execution, while retaining general capabilities in reasoning, coding, and mathematics.
Activity
Last 14 daysPrompt
87MCompletion
352MTotal
438MStartup
Startup
Latency (p50)1.44s
Throughput (p50)353.3 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
53MCompletion
2MTotal
55MStartup
Startup
Latency (p50)1.22s
Throughput (p50)98.5 tok/s
Pricing
InputFree
OutputFree
Features
Input Modalitiestext, image
Output Modalitiestext
Supported EndpointsChat Completions
Vision
Supports Tools