inclusionAI: Ling-2.6-flash (free)

inclusionAI: Ling-2.6-flash (free)

inclusionai · Released Apr 21, 2026 Professional
Intelligence #10 / 576
82.0 Our Score
Speed #28 / 271
212.9 tokens / sec
Input
— Not priced
Output
— Not priced
Context #108 / 577
262,144 tokens

Analysis Summary

Ling-2.6-flash is a free model from inclusionAI with an intelligence index of 26.2 and an agentic index of 53.6. Coding capability is limited at 23.2, but the model supports tool use and function calling, and its instruction-following score of 0.574 is reasonable for structured content tasks. The 256K context window is adequate for most document workflows.

For businesses, this model is best suited to lightweight automation, SEO content generation, and structured output tasks where cost is the primary driver. Its tau2 score of 0.860 suggests moderate reliability on multi-step tasks, though complex reasoning and coding workflows are better served by higher-tier models.

As a free model, it is a practical option for teams exploring agentic workflows or high-volume content generation on a budget. Validate output quality carefully before deploying in client-facing contexts.

Assessed June 6, 2026

Editorial notes

Ling-2.6-flash (free) from inclusionAI offers moderate reasoning and agentic capability at no cost, with a 256K context window and tool use support for lightweight automation.

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence3.7Technical4.8Value0Content4.7
Intelligence 3.7/10
Technical 4.8/10
Content 4.7/10
Value 0/10

How inclusionAI: Ling-2.6-flash (free) compares

InclusionAI: Ling-2.6-flash (free) ranks #136 of 378 AI models we track for overall intelligence, #127 of 315 for coding, #74 of 289 for agentic tasks. Its 262K-token context window is larger than 81% of the models we list. inclusionAI: Ling-2.6-flash (free) is currently free to use via OpenRouter.

About inclusionAI: Ling-2.6-flash (free)

Ling-2.6-flash is an instant (instruct) model from inclusionAI with 104B total parameters and 7.4B active parameters, designed for real-world agents that require fast responses, strong execution, and high token efficiency..

Capabilities

Tool Use Function Calling

Performance Indices

Source: Artificial Analysis

26.2 Intelligence Index
23.2 Coding Index
53.6 Agentic Index

Benchmark Scores

Intelligence

GPQA Diamond 59.3% Graduate-level scientific reasoning
HLE 6.2% Humanity's Last Exam
SciCode 27.1% Scientific computing

Technical

TerminalBench Hard 21.2% Agentic terminal tasks
τ²-Bench 86% Conversational agent benchmark

Content

IFBench 57.4% Instruction following
LCR 25% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does inclusionAI: Ling-2.6-flash (free) stack up?

Compare side-by-side with other professional models.

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Model Information

OpenRouter ID inclusionai/ling-2.6-flash:free
Providerinclusionai
Release Date April 21, 2026
Context Length262,144 tokens
Max Completion32,768 tokens
Status Active

Leaderboard Categories

Frequently asked questions about inclusionAI: Ling-2.6-flash (free)

How much does inclusionAI: Ling-2.6-flash (free) cost?

inclusionAI: Ling-2.6-flash (free) is currently available for free via OpenRouter.

What is the context window of inclusionAI: Ling-2.6-flash (free)?

inclusionAI: Ling-2.6-flash (free) has a context window of 262,144 tokens (262K).

Is inclusionAI: Ling-2.6-flash (free) good for coding?

On our coding benchmark index, inclusionAI: Ling-2.6-flash (free) ranks #127 of 315 models, placing it in the broader range of the field for code generation and debugging.

What can inclusionAI: Ling-2.6-flash (free) do?

inclusionAI: Ling-2.6-flash (free) supports tool use and function calling.

Who created inclusionAI: Ling-2.6-flash (free)?

inclusionAI: Ling-2.6-flash (free) is developed by inclusionAI and was released on April 21, 2026.