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inclusionAI: Ling 3.0 Flash VL (free) Coding Benchmark

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...

Code Mode#100Recommended
Context262,144tokens
Max Output32,768tokens
Inputmodalities
Price$0.00/1M input
Ranks from Kilo Code Leaderboard

Try inclusionAI: Ling 3.0 Flash VL (free) in Kilo Code

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Real-World Usage

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Weekly Token Usage

Mode Rankings (Last Week)

Where this model ranks for each built-in mode

Code

Write, modify, and refactor code

#100

Ask

Get answers and explanations

No data

Debug

Diagnose and fix software issues

No data

Orchestrator

Coordinate tasks across multiple modes

No data

Real-world metrics from the Kilo Code Leaderboard

Pricing

Available at no cost

Free

This model is currently available at no cost in Kilo Code.

Coding Capabilities

Features and parameters relevant to coding tasks

Coding Features

Function Calling
Can call external functions/APIs
Tool Choice
Control over function selection
Structured Outputs
JSON schema validation
Reasoning Tokens
Extended thinking for complex problems

Pricing details from OpenRouter

Technical Details

Architecture and implementation specifications

Specifications
Model ID
inclusionai/ling-3.0-flash-vl:free
Created
September 10, 2026
Tokenizer
Other
Input Modalities
TextImageVideo
Context Window
262,144 tokens
Max Completion Tokens
32,768 tokens
Input Price
$0.00 per 1M tokens
Output Price
$0.00 per 1M tokens
Content Moderation
Disabled

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