# Miro vs UbiOps

Miro records 30,749,206 monthly visits with +1.7% month-over-month growth and Freemium, Contact for Pricing pricing. UbiOps records 15,928 monthly visits with +2.6% growth and Contact for Pricing pricing.

| Metric | [Miro](https://openaitools.app/tool/miro) | [UbiOps](https://openaitools.app/tool/ubiops) |
| :--- | :--- | :--- |
| Website URL | https://miro.com | https://ubiops.com |
| Categories | AI Project Management, AI Workflow, Whiteboard AI, AI Diagram Generator | AI Developer Tools, AI Models, AI Workflow, Large Language Models (LLMs) |
| Pricing Model | Freemium, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 30,749,206 | 15,928 |
| MoM Growth Rate | +1.7% | +2.6% |
| Primary Market | United States | Netherlands |
| Direct Visits | 20,179,618 | 12,548 |
| Review Score | 4.5 | 4.2 |
| Saved Count | 40 | 0 |
| Supported Platforms | Website | Website |

## Miro

Miro is a visual collaboration platform built around an infinite, multiplayer canvas. Teams use it to run brainstorming sessions, design sprints, workshops, and retrospectives, sketching ideas as sticky notes, shapes, and freeform drawings that everyone can see and edit at the same time. What began as a digital whiteboard has expanded into an "innovation workspace" where the messy early thinking and the structured plan that follows live in one place.

Structured formats are a large part of that expansion. Miro boards can hold Docs, Tables, Slides, Kanban boards, and Timelines, so a research synthesis can flow straight into a roadmap without switching tools. Thousands of templates and prebuilt playbooks cover common ceremonies, from customer journey mapping to technical architecture diagrams. Deep integrations with Jira, Asana, Linear, ClickUp, Slack, and Microsoft let the canvas stay connected to where work actually gets executed.

AI now runs through the product. Miro can generate diagrams, tables, and summaries from board content, clean up images, and connect external assistants such as Claude, Cursor, or Copilot through an MCP server. Paid plans meter these features with AI credits, and enterprise tiers add SSO, governance controls, and advanced security. Pricing starts with a free tier for small teams and scales through per-member plans to custom enterprise agreements.

**Pricing & Plans:** Freemium with three paid paths. Free covers small teams with 3 editable boards, templates, and core formats. Starter runs about $8 per member/month billed yearly with unlimited private boards and 25 AI credits per member. Business is about $20 per member/month billed yearly with workspaces, prototyping, and AI workflows. Enterprise is quoted on request with SSO, governance, and dedicated support.

- **Infinite collaborative canvas:** An infinite multiplayer board where cursors, comments, and live editing let remote and hybrid teams work in the same space simultaneously.
- **Structured formats on the canvas:** Docs, Tables, Slides, Kanban, and Timelines live alongside freeform drawing so a workshop can turn directly into a structured plan.
- **AI diagramming and synthesis:** Generate diagrams, tables, and summaries, remove image backgrounds, and connect external AI assistants through the MCP server.
- **Templates and playbooks:** 6,000-7,000+ templates for brainstorming, workshops, roadmapping, and process mapping give teams a running start.
- **Integrations and two-way sync:** Connect 250+ tools such as Jira, Asana, Linear, Slack, and Microsoft, with two-way sync available for planning workflows.

**Strengths:** Best-in-class infinite canvas that scales from a quick brainstorm to large workshops; Structured Docs, Tables, Slides, and Kanban reduce tool switching; Huge integration and template ecosystem including two-way Jira and Linear sync; Strong enterprise security, SSO, and admin controls for large organizations

[Profile (Markdown)](https://openaitools.app/tool/miro.md)

## UbiOps

UbiOps is a production-focused platform for turning machine learning and AI models into reliable, always-available services. Instead of asking data science teams to become infrastructure specialists, it abstracts away the Kubernetes and cloud plumbing so that a model can go from notebook to a versioned, monitored, autoscaling API endpoint in minutes. It supports everything from large language models and generative AI to computer vision pipelines and classic data science workloads.

The platform is designed around central control. IT and MLOps teams get one place to manage deployments, versioning, access rights, resource prioritization, auditing, and monitoring, which helps reduce shadow IT and vendor lock-in. Compute can be pulled from different clusters and environments, including Kubernetes, virtual machines, and bare metal, so organizations can keep workloads where regulation and cost make the most sense.

UbiOps is especially visible in regulated and critical sectors. Its customer stories include healthcare and immunotherapy research, national cyber security bodies, energy grid optimization, and large-scale computer vision in agriculture, which reflects its emphasis on security, compliance, and predictable scaling. Pricing is quoted per organization: there is a hosted UbiOps Cloud option with pay-per-use compute and a UbiOps Private option installed and managed in the customer's own environment, and interested teams typically book a demo or talk to sales for a tailored quote.

**Pricing & Plans:** Contact for pricing. UbiOps offers a hosted UbiOps Cloud plan with on-demand, pay-per-use compute, and a UbiOps Private plan deployed in the customer's own public cloud, private cloud, or on-premise environment with a dedicated customer success manager and custom SLAs. A free trial is available.

- **Single control plane for AI workloads:** Deploy and manage models from one interface whether they run locally, in a hybrid cloud, or spread across several cloud providers.
- **No-Kubernetes model serving:** Turn models into production API endpoints with versioning, scaling algorithms, and monitoring built in, so teams avoid managing Kubernetes and cloud infrastructure themselves.
- **On-demand GPU scaling:** Instantly scale AI and machine learning workloads onto GPU capacity as demand changes, keeping compute costs under control.
- **Built-in MLOps and governance:** API management, version control, access management, resource prioritization, auditing, and monitoring come as standard, helping prevent shadow IT.
- **Flexible compute sourcing:** Draw resources from Kubernetes clusters, virtual machines, or bare metal across clouds, supporting hybrid and multi-cloud strategies without lock-in.

**Strengths:** Abstracts away Kubernetes and cloud infrastructure, so data scientists ship models faster; Supports local, hybrid, and multi-cloud deployment, which limits vendor lock-in; Strong governance features including versioning, auditing, access control, and monitoring; Proven in regulated sectors such as healthcare, public sector, and critical infrastructure

**Limitations:** Pricing is quote-based, so costs are hard to estimate without contacting sales; Enterprise-grade platform may be heavier than needed for simple hobby or small-team projects; Requires some MLOps understanding to exploit advanced orchestration and governance features fully

[Profile (Markdown)](https://openaitools.app/tool/ubiops.md)

## Frequently Asked Questions

### How do Miro and UbiOps compare in monthly traffic?

Miro has 30,749,206 monthly visits, while UbiOps has 15,928. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Miro has a month-over-month growth rate of +1.7%; UbiOps has +2.6%.

### How does pricing compare?

Miro: Freemium, Contact for Pricing. Freemium with three paid paths. Free covers small teams with 3 editable boards, templates, and core formats. Starter runs about $8 per member/month billed yearly with unlimited private boards and 25 AI credits per member. Business is about $20 per member/month billed yearly with workspaces, prototyping, and AI workflows. Enterprise is quoted on request with SSO, governance, and dedicated support. UbiOps: Contact for Pricing. Contact for pricing. UbiOps offers a hosted UbiOps Cloud plan with on-demand, pay-per-use compute, and a UbiOps Private plan deployed in the customer's own public cloud, private cloud, or on-premise environment with a dedicated customer success manager and custom SLAs. A free trial is available.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Ollama](https://openaitools.app/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | Run and build with open AI models locally or in the cloud | [.md](https://openaitools.app/tool/ollama.md) |
| 2 | [RunningHub](https://openaitools.app/tool/runninghub) | 3,105,554 | -28.5% | Freemium | Cloud ComfyUI platform to run workflows and build AI apps | [.md](https://openaitools.app/tool/runninghub.md) |
| 3 | [ModelScope](https://openaitools.app/tool/modelscope-community) | 3,085,423 | +5.1% | Free | Open-source model and dataset hub with one-click online demos | [.md](https://openaitools.app/tool/modelscope-community.md) |
| 4 | [Whimsical](https://openaitools.app/tool/whimsical) | 966,895 | -18.7% | Freemium | Stronger focus on structured mind mapping and flowcharting, but lacks Miro's massive template library and enterprise workshop features. | [.md](https://openaitools.app/tool/whimsical.md) |
| 5 | [Open WebUI](https://openaitools.app/tool/open-webui) | 804,534 | -2.8% | Freemium | Self-hosted AI workspace for local and cloud models | [.md](https://openaitools.app/tool/open-webui.md) |
| 6 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | The environments frontier AI trains on, and the agents that do the recurring work | [.md](https://openaitools.app/tool/labelbox.md) |
| 7 | [Eraser](https://openaitools.app/tool/eraser) | 534,396 | -23.6% | Freemium, Paid, Contact for Pricing | Excels at generating technical architecture diagrams directly from code, but less suited for freeform creative brainstorming. | [.md](https://openaitools.app/tool/eraser.md) |
| 8 | [Vocareum](https://openaitools.app/tool/vocareum-com) | 531,556 | +5.4% | Paid | Hands-on lab infrastructure for AI, cloud, and data education | [.md](https://openaitools.app/tool/vocareum-com.md) |
| 9 | [Boardmix](https://openaitools.app/tool/boardmix-online-whiteboard) | 447,560 | -6.2% | Freemium | Similar collaborative online whiteboard experience with strong AI diagramming, but offers fewer complex enterprise integration options. | [.md](https://openaitools.app/tool/boardmix-online-whiteboard.md) |
| 10 | [Flowith](https://openaitools.app/tool/flowith) | 324,679 | -27.3% | Contact for Pricing | Features a spatial visual canvas integrated with multi-model chat agents, but less focused on team workshop facilitation. | [.md](https://openaitools.app/tool/flowith.md) |

---
Source: https://openaitools.app/compare/miro-vs-ubiops

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)