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 3.1 Flash
fast
Overview
CompanyInclusionai
Version3.1
Tierfast
Released2026-10-02
Open weightsNo
Parameters—
StatusActive
Pricing (USD per 1M tokens)
Input$0.075
Output$0.23
Cached input$0.015
Batch input—
Batch output—
Blended (3 in : 1 out)$0.11
Est. cost per token$0.000000112
Capacity
Context window1M
Max output262K
Inputstext
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
vision1 / 5
long context5 / 5
agentic3 / 5

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