MM StudioReliCheck
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Strands DeciderStrands Labs
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Related Products
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About
ReliCheck MM Studio is a native Mac application for mixed methods research, built for studies that combine quantitative and qualitative data in one analysis. It walks you through a convergent design, from raw data to a report you can defend.
Bring survey numbers and open-ended responses into one project. Run descriptive and inferential statistics on one strand, code text into themes on the other, then merge them in a joint display to see where the evidence converges and where it pulls apart. MM Studio tracks trustworthiness and rigor as you go and assembles your findings into a finished report.
Every step, from the data map through the joint display, stays documented, so your integration decisions stay transparent to a reviewer.
ReliCheck Intelligence assists with coding and interpretation on device, so transcripts and participant text stay on your Mac.
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About
Strands Decider is a small, fast decision model, or System One model, built for agentic AI workflows. Unlike an LLM that generates arbitrary text, it chooses between predefined options, answers yes-or-no questions, or rates inputs on an ordered scale. Each decision includes calibrated confidence, making it possible to send uncertain cases to a larger model or a human while handling routine decisions quickly. The first model in the family, strands-decider-2B, has 1.9 billion parameters and is based on a Qwen3.5-2B-Base torso with its language-modeling head replaced by a lightweight pointer head. It evaluates answers in one forward pass without text generation or a decoding loop. Supported decision types include choice, noul for probability-of-true questions, and score for ordered scales. The model is designed for tasks such as model routing, tool selection, tool-argument checking, request triage, grounding and safety guardrails, policy classification, and low-cost evaluation.
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Platforms Supported
Windows
Not Supported
Mac
Supported
Linux
Not Supported
Cloud
Not Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Supported
Linux
Supported
Cloud
Not Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Graduate students, faculty, and applied researchers in education, psychology, nursing, public health, and the social sciences. Also program evaluators, institutional research offices, and small research teams that need defensible statistics without enterprise licensing.
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Audience
Developers and AI engineering teams needing to make fast, confidence-calibrated routing, classification, scoring, guardrail, and tool-use decisions inside agentic workflows
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Support
Phone Support
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24/7 Live Support
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Online
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Support
Phone Support
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24/7 Live Support
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Online
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API
Offers API
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API
Offers API
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Screenshots and VideosNo images available
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Pricing
$15.99/month
Free Version
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Free Trial
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Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Not Supported
Webinars
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Live Online
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In Person
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Training
Documentation
Supported
Webinars
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Live Online
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In Person
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Company InformationReliCheck
Founded: 2011
United States
www.relicheck.com
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Company InformationStrands Labs
United States
github.com/strands-labs/strands-decider
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Integrations
Strands Agents
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