Motif Models by Motif Technologies

Motif TechnologiesMITOpen source
Motif Technologies releases · 1 in the last 12 monthsChangelog →
1 model2026Up to 262k ctx

Last refreshed 2026-10-06. Next refresh: weekly.

Details

LicenseMITOSI-approved
Commercial useCommercial use: permitted
Models1
Released2026
Max context262k

Capabilities

ReasoningAll models
JSON / Tool useAll models

About

Motif Technologies' in-house open-weight LLM line. Motif 3 is a 314B-total / 13.2B-active MoE trained from scratch on ~12.5T tokens with Grouped Differential Latent Attention (GDLA), native 256K context and an MTP head for self-speculative decoding, released under the MIT License with a separate base checkpoint.

Decision facts

Best fit
reasoningJSON / Tool usecoding
Capability starting point
Motif 3 with 262k context and reasoning and JSON / Tool use
Lowest tracked input
Not tracked
Closest related family
360Zhinao

Current Variants

Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.

1 in view
Motif 3Current

Use when the workload needs 262k context, reasoning, and JSON / Tool use.

2026-08262k contextreasoningJSON / Tool use

Release Timeline

1 release group
2026-08
1 current
Motif 3
262k contextreasoningJSON / Tool use
Current

Specifications(1 models)

Motif model specifications comparison
ModelReleasedContextParametersReasoningJSON / Tool use
Motif 32026-08262k314B (13.2B activated)YesYes