LLM Reference

Arcee Maestro Reasoning

Released
2025-12-01
Last refreshed
2026-04-27
Status
Researched 45d ago
Open SourceCommercial use allowedRAGAgentsLong contextClassificationJSON / Tool use

Arcee Maestro Reasoning has model metadata, but missing tracked provider pricing keeps it from being a default production pick.

Use it for

  • Teams evaluating rag, agents, and long context
  • Workloads that can use a 128k context window

Do not use it for

  • Cost-sensitive launches that need sourced token pricing
  • Vision or document-understanding workloads
  • Teams that need a tracked hosted API route today
Specifications
Released
2025-12-01
Context
128k
Parameters
32B
Architecture
Decoder Only
Specialization
general
Openness
Open source
License
Apache 2.0(OSI)Commercial use allowed
Training
finetuned
Created by

Agentic AI workflows, efficient and secure

San Francisco, California, United States
Founded 2023
Website
Pricing

No tracked provider token pricing is available yet.

About

Maestro Reasoning is Arcee AI's flagship 32B analysis and reasoning model, fine-tuned with DPO from Qwen 2.5-32B for cross-domain reasoning, mathematics, and structured analysis tasks.

Arcee Maestro Reasoning is an open-source model in the Arcee Maestro family. The structured metadata tracks a 128k-token context window, reasoning, function calling, tool use, and structured outputs. No headline benchmark score is tracked for Arcee Maestro Reasoning yet.

Top use-case fit: coding, agents, and build tasks

RAG

Included by capability and metadata signals in the decision map.

Agents

Included by capability and metadata signals in the decision map.

Long context

Included by capability and metadata signals in the decision map.

Provider price ladder

No tracked provider token pricing is available for this model yet.

Capabilities

ReasoningFunction CallingTool UseStructured Outputs

Benchmark peer barsfor RAG

No task-mapped benchmark peers are available for this model yet.

Migration checks

No linked migration route is available for this model yet.