Inkling

Inkling is an open-weight mixture-of-experts model with 41B active parameters out of 975B total, supporting multimodal inputs and a 524K token context window.

Strengths

The sparse architecture enables efficient inference while the large context window supports extended reasoning and complex multi-document tasks.

Best for

General-purpose reasoning, coding, agentic workflows, and tool-use systems where you need reasonable performance without the computational overhead of dense models.

Limitations

As an open-weight model, it may not match the reasoning capability of larger proprietary alternatives, and multimodal support is limited compared to purpose-built vision models.