inclusionAI: Ling-2.6-1T (free)
Analysis Summary
Ling-2.6-1T is a large, free model built around agentic performance rather than polished general writing. Its 262K context window, tool use, and function calling make it suitable for multi-step workflows, while the coding capability supports routine technical actions. Reasoning and instruction-following results are more limited than its agentic profile suggests.
That combination makes it a useful candidate for task orchestration, structured extraction, internal assistants, and high-volume tool-driven operations. It can support coding agents on bounded tasks, but client-facing copy and complex reasoning should receive review. The text-only modality also excludes image-based workflows.
Free access gives it exceptional cost efficiency for experimentation and volume automation. Use it as an agentic workhorse where operational cost matters and outputs can be checked before publication.
Assessed August 9, 2026
Editorial notes
Ling-2.6-1T pairs free access and 262K context with the batch's strongest agentic results, plus tool use and function calling; general reasoning and instruction following are less consistent for polished client content.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
Ling-2.6-1T pairs free access and 262K context with the batch's strongest agentic results, plus tool use and function calling; general reasoning and instruction following are less consistent for polished client content.
Benchmark scores
Magenta = intelligence · Ink = technical/agentic · Cyan = content & long-context · Grey = community benchmarks. Data: Artificial Analysis, Hugging Face.
26.6 Intelligence Index·33 Coding Index·60.5 Agentic Index
How inclusionAI: Ling-2.6-1T (free) compares
InclusionAI: Ling-2.6-1T (free) ranks #136 of 424 AI models we track for overall intelligence, #104 of 197 for coding, #3 of 179 for agentic tasks. Its 262K-token context window is larger than 73% of the models we list. inclusionAI: Ling-2.6-1T (free) is currently free to use via OpenRouter.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on business fit. The pulled-in value corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →About inclusionAI: Ling-2.6-1T (free)
Ling-2.6-1T is an instant (instruct) model from inclusionAI and the company’s trillion-parameter flagship, designed for real-world agents that require fast execution and high efficiency at scale. It uses a “fast..
Frequently asked questions about inclusionAI: Ling-2.6-1T (free)
How much does inclusionAI: Ling-2.6-1T (free) cost?
inclusionAI: Ling-2.6-1T (free) is currently available for free via OpenRouter.
What is the context window of inclusionAI: Ling-2.6-1T (free)?
inclusionAI: Ling-2.6-1T (free) has a context window of 262,144 tokens (262K).
Is inclusionAI: Ling-2.6-1T (free) good for coding?
On our coding benchmark index, inclusionAI: Ling-2.6-1T (free) ranks #104 of 197 models, placing it in the broader range of the field for code generation and debugging.
What can inclusionAI: Ling-2.6-1T (free) do?
inclusionAI: Ling-2.6-1T (free) supports tool use and function calling.
Who created inclusionAI: Ling-2.6-1T (free)?
inclusionAI: Ling-2.6-1T (free) is developed by inclusionAI and was released on April 23, 2026.
