Compare models

Up to four models side by side. The best value in each row is highlighted. Task scores are heuristics, not benchmark results.

Add at least one more model to compare.

Show only differences
Attribute

Inclusionai

Ling 3.0 Flash VL
fast
Overview
CompanyInclusionai
Version3
Tierfast
Released2026-09-10
Open weightsYes
Parameters124.8B
StatusActive
Pricing (USD per 1M tokens)
Input$0.060
Output$0.18
Cached input$0.012
Batch input—
Batch output—
Blended (3 in : 1 out)$0.090
Est. cost per token$0.00000009
Capacity
Context window131K
Max output33K
Inputsimage, text, video
Features
CachingYes
JSON schemaYes
ReasoningYes
ToolsYes
Task fit (heuristic, 1–5)
coding3 / 5
reasoning3 / 5
math3 / 5
summarization4 / 5
extraction4 / 5
classification4 / 5
chat3 / 5
creative3 / 5
translation4 / 5
vision3 / 5
long context3 / 5
agentic3 / 5

Prices are USD per 1M tokens from vendor price lists. “—” means the vendor does not publish it.