Oz vs. Parallel Decisions API Comparison


Oz Warp	Parallel Decisions API Parallel	+	+
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About Oz is a cloud-based orchestration platform for AI coding agents that lets developers and teams run, manage, automate, and scale unlimited parallel cloud coding agents without building custom infrastructure, providing programmable, auditable, and fully steerable workflows that automate repetitive development tasks and complex code changes. It enables you to launch agents from the CLI, web app, APIs, SDKs, Warp Terminal, or even mobile, orchestrate hundreds of agents in parallel with built-in audit trails, session tracking, and visibility, and monitor or interact with running agents in a shared control plane. Oz supports flexible hosting on your infrastructure or Warp’s, isolates each agent in secure environments, produces real artifacts like plans and pull requests, and handles multi-repo changes so agents can coordinate sweeping updates across large codebases.	About Parallel Decisions API is a hosted, web-grounded classification API for developers building software, data-enrichment pipelines, and AI-agent workflows. A request supplies context and one or more bounded questions; the API returns typed answers with probabilities and citations to supporting web sources. Multiple questions can share context in a single request, supporting uses such as company or vendor qualification, lead routing, compliance screening, content filtering, and agent guardrails. By retrieving current web evidence, it can assess facts that may have changed since a model's training data. Developers call the REST endpoint with an API key or access the web_decisions tool through Parallel's MCP server. A hosted playground and documentation support testing and implementation.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers and engineering teams looking for an AI coding agent orchestration to automate repetitive or complex development tasks across repositories and workflows	Audience Software developers and teams building web-research workflows, data-enrichment pipelines, and AI-agent applications.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $18 per month Free Version Supported Free Trial Not Supported	Pricing $0.001/request $0.001 per API request; a request can include up to 100 questions. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Warp Founded: 2020 United States www.warp.dev/oz	Company Information Parallel Founded: 2023 United States platform.parallel.ai/play/decisions
Alternatives BAND BAND.ai	Alternatives Clef-flash Cloudflare
Onyx Security	Clef Cloudflare
Notenic	DeepSeek-V4-Flash DeepSeek
Intent Augment Code	SubQ Snap 1.1 Subquadratic
Claude Managed Agents Anthropic View All	Strands Decider Strands Labs View All
Categories Agentic AI Supported Agentic Orchestration Supported AI Control Planes Supported	Categories AI Decision Models Supported

Integrations ChatGPT Supported Claude Supported Claude Opus 4.5 Supported Claude for Legal Supported GPT-5.2 Supported GPT-5.3 Instant Supported GPT-5.4 Supported GPT-5.4 Pro Supported GPT-5.4 nano Supported GPT-5.5 Supported GPT-5.6 Luna Supported GPT-6 Astra Supported GPT-6 Sol Supported GPT-6.1 Astra Supported GPT-6.1 Sol Supported GPT‑5.4 Thinking Supported Gemini 3.1 Pro Supported GitHub Supported Parallel Not Supported Show More Integrations View All 34 Integrations	Integrations ChatGPT Not Supported Claude Not Supported Claude Opus 4.5 Not Supported Claude for Legal Not Supported GPT-5.2 Not Supported GPT-5.3 Instant Not Supported GPT-5.4 Not Supported GPT-5.4 Pro Not Supported GPT-5.4 nano Not Supported GPT-5.5 Not Supported GPT-5.6 Luna Not Supported GPT-6 Astra Not Supported GPT-6 Sol Not Supported GPT-6.1 Astra Not Supported GPT-6.1 Sol Not Supported GPT‑5.4 Thinking Not Supported Gemini 3.1 Pro Not Supported GitHub Not Supported Parallel Supported Show More Integrations View All 3 Integrations
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