Code · Vendor site 2026-10-04
Flower is a collaborative AI neolab building open-source infrastructure for federated and networked machine learning. It offers Flower SuperGrid, Flower Agent, frontier models, and a large community hub for training models without centralizing private data.
ML engineers, researchers, and enterprises pursuing federated or collaborative AI across decentralized data.
No public monthly USD pricing page was found; enterprise offerings are positioned through community and pilot programs.
Flower argues collaborative AI networks unlock scale by letting participants retain control of decentralized data rather than pooling everything in one repository.
What it can do
Unknown is different from unavailable. Each fact carries its own evidence.
| Capability | Value | Evidence | Checked |
|---|---|---|---|
| Collaborative AI mission | Homepage describes Flower as advancing collaborative superintelligence with open frontier models, agents, and infrastructure. | Facts sourced | 2026-10-04 |
| Flower SuperGrid | Marketing calls Flower SuperGrid the industry standard for federated AI within the Flower ecosystem. | Facts sourced | 2026-10-04 |
| Community scale | Site cites thousands of GitHub stars, ecosystem projects, and contributors in the collaborative AI community. | Facts sourced | 2026-10-04 |
Understand the total cost
Free
Free
Homepage and docs promote open-source community resources, tutorials, and Slack access rather than a paid self-serve checkout.
BrowserbaseUsage-based plans start free and scale to Developer and Startup tiers for production agent workloads.
Explore tool
Context.devContext.dev is a web data API for AI agents and LLMs to scrape pages into Markdown, crawl sites, map domains, run batches, research the web, monitor changes, and retrieve brand data through one REST platform with SDKs and MCP support.
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AnvilAnvil is a Python-centric platform for building and hosting full-stack web apps with a drag-and-drop UI designer and server-side Python environments. Public pages describe free cloud hosting, paid tiers for custom domains and collaboration, and enterprise deployments with private instances.
Explore toolThe practical questions
Flower is a collaborative AI neolab building open-source infrastructure for federated and networked machine learning. It offers Flower SuperGrid, Flower Agent, frontier models, and a large community hub for training models without centralizing private data.
Homepage and docs promote open-source community resources, tutorials, and Slack access rather than a paid self-serve checkout.. This record lists ongoing free access; check the plan limits before starting.
No paid monthly price is listed; this record treats the product as free to start. See the plan cards for entitlements, billing commitments and seat minimums.
Documentation and Flower SuperGrid describe programmatic federated learning APIs and deployment tooling for developers.. API access and subscription access may have different terms; consult the linked sources.
No public monthly USD pricing page was found; enterprise offerings are positioned through community and pilot programs.
No retained pricing changes yet. A current price alone does not establish a historical trend.
Reviewed vendor source
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