Surogate Rune Models by Surogate

SurogateApache 2.0Open sourceAgents
Surogate releases · 1 in the last 12 monthsChangelog →
1 model2026Up to 256K ctx

Last refreshed 2026-10-12. Next refresh: weekly.

Details

ResearcherSurogate
LicenseApache 2.0OSI-approved
Commercial useCommercial use: permitted
Models1
Released2026
Max context256K

Capabilities

VisionAll models
MultimodalAll models
Structured OutputsAll models

About

Surogate Rune is Surogate's family of open-weight multimodal decision models. Given text, structured data or an image plus typed questions (choice, noul, score), a Rune model returns one of the supplied options with a probability for each option in a single forward pass, without free-text rationale. The first public weights are Rune 26B-A4B.

Decision facts

Best fit
agentsvision and multimodal workstructured outputs
Capability starting point
Surogate Rune 26B-A4B with 256K context and structured outputs and multimodal inputs
Lowest tracked input
Not tracked
Closest related family
Agents-A1

Current Variants

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

1 in view

Use when the workload needs 256K context, 26B parameters, and structured outputs.

2026-09256K context26B parametersstructured outputs

Release Timeline

1 release group
2026-09
1 current
Surogate Rune 26B-A4B
256K context26B parametersstructured outputs
Current

Specifications(1 models)

Surogate Rune model specifications comparison
ModelReleasedContextParametersVisionMultimodalStructured Outputs
Surogate Rune 26B-A4B2026-09256K26BYesYesYes