Apache Maka vs Rosply: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Apache Maka and Rosply — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
Apache Maka
The Apache Software Foundation
Apache-licensed local-first agent workspace that runs tools in a sandbox and records every model message and tool call as a recoverable execution log.
Key features
- Append-Only Execution Record: Model messages, tool calls, tool results, permission decisions, and turn termination events are written down durably, so the transcript is evidence rather than a disposable chat buffer.
- Context Trimming Without Data Loss: Old tool output can be omitted from the next prompt to shorten context while the full saved history remains intact and inspectable.
- Single Runtime Host: Desktop, terminal, and evaluation all execute through one runtime, so behavior does not diverge between how you develop and how you benchmark.
- Sandboxed Tool Boundary: Built-in Read, Write, Edit, Bash, Glob, and Grep tools run under a sandbox; anything leaving that boundary requires approval, and Computer Use and catalog skills are opt-in.
- Crash Recovery and Resume: Runs can be aborted, failures are classified, and an interrupted turn can optionally be resumed rather than restarted from scratch.
- Session Branching and Search: The desktop workspace supports creating, archiving, searching, renaming, retrying, regenerating, and branching sessions from any turn.
- Bring Your Own Model: Connect a cloud API, a locally hosted model, or a compatible gateway, with streaming output, thinking, usage reporting, and clearer provider errors.
- Declarative Evaluation Harness: maka eval expands multi-arm experiments into task by repetition by subject cells with immutable per-cell attempts and a result kernel covering score, normalized usage, attributable cost, duration, and failure reason.
- Local-First Storage: Sessions, settings, artifacts, and run records stay on the machine by default, with local memory and optional web search when configured.
Best for
- Auditable Agent Runs: Keeping a defensible record of exactly what an agent did and which permissions were granted during a task.
- Long Coding Sessions: Working through a multi-turn refactor with branching and resume instead of losing state when a turn fails.
- Agent Benchmarking: Running reproducible multi-arm experiments comparing models, prompts, or external agent subjects on the same task set.
- Air-Gapped or Regulated Work: Running an agent workspace where sessions and artifacts must remain on local infrastructure.
- Cost and Usage Analysis: Attributing token usage, cost, and duration per experiment cell to decide which model configuration to ship.
- Terminal Workflows: Driving an agent from the current project directory or scripting a single non-interactive turn from CI or a shell.
- Open-Source Agent Research: Building on a permissively licensed runtime whose execution semantics and architecture are fully documented.
Rosply
Rosply
Rosply is an AI desktop agent that automates repetitive Windows tasks by viewing the screen and controlling mouse and keyboard like a human.
Key features
- Vision-Based Control: Takes a screenshot every step and reads dialogs, popups, and dynamic UI like a human, with no DOM scraping or XPath required.
- Cross-Application Automation: Controls Chrome, Excel, VS Code, and legacy enterprise software—anything that runs on the desktop—without plugins.
- Instant Halt Control: Press Ctrl+H at any moment to immediately stop the agent, or close the terminal window for a clean exit.
- Multi-Platform Support: Fully tested on Windows 10/11, supported on Linux, and functional in beta on macOS, with mouse, keyboard, and screenshot control on all.
- Model-Agnostic via OpenRouter: Sends only screenshots and task text to OpenRouter, letting you pick the underlying AI model.
Best for
- Repetitive Data Entry: Automating form-filling and data transfer across desktop apps without scripting.
- Legacy Software Operation: Driving old enterprise tools that lack APIs by interacting through the visible UI.
- Spreadsheet Workflows: Performing multi-step Excel tasks autonomously from a plain-text instruction.
- Browser Automation: Navigating and completing tasks in Chrome the way a person would.