AI labs are racing into motion, yet a fundamental problem exists. Every lab shows you what they are creating, but they do not show you how they are creating it.
At Dot, we have built the orchestration layer that these AI labs hide from you. Allow multiple models to collaborate, from direction and code generation to review and repair.
Attached Video:
left: Dot's orchestration model featuring DeepSeek + GPT-6 Astra.
right: DeepSeek only (the supposed model powering AI lab motion).
Dot Motion, coming tomorrow.
We have compiled a list of every major integration, feature, infrastructure upgrade, and product improvement we've brought to the Dot platform over the last 14 days.
This 2 week stint has been incredible, with integrations spanning staking, expanded model availability, and our upcoming GPU marketplace.
Here's everything we shipped:
*Expanded our utility roadmap to include GPU facilitation, with our marketplace under construction.
*Added DeepSeek V4.1 Flash.
*Added NVIDIA Nemotron 3.5 Super VL and made it free for all subscriptions, kickstarting our subscriber initiatives.
*Increased the agentic capabilities of Dot Desktop, offering agentic functionality that no other mainstream provider possesses, with a target release date of October 31st.
*Integrated Dot’s inference into @vAPI_Network’s agent marketplace, expanding our inference provision amongst targeted enterprise deployments.
*Hit ATH in users, paid subs, annualized subscriptions, and annualized profits.
*Added Gemini 4 Argon.
*Added Muse Wonder.
*Expanded Enterprise reach, with 18 enterprises reaching out to us, with negotiations ongoing.
*Added Eleven V4 and Eleven V4 Turbo.
*Reworked Staking Dashboard, including all community requested features and metrics.
*Hit 12% total staked.
*Distributed our first batch of rewards, at an APY of 4.74%, with APY increases due for November.
*Released Dot Staking.
*Added Claude haiku 5.5.
*Shipped our deepest DotCode update to date, dramatically improving each users experience.
*Added Mistral Large 4.
*Added Ideogram V4.5.
Here's to another 14.
Dot.
Dot Loom has reached 170 GitHub stars, a huge testament to our effort at ensuring open-source infrastructure makes AI inference smarter, not just bigger.
Dot Loom is a provider-pluggable orchestration runtime that dynamically adapts inference depth to the task. It can answer directly when one model is enough, or escalate to specialized reviewers and verifiers when the task demands more scrutiny.
It's objective is to achieve the right balance between quality, cost and latency, with transparent execution traces and reproducible evaluations.
Explore Dot Loom today at: github.com/usedotai/dot-loom
We’re expanding Dot into GPU facilitation, integrating a GPU marketplace directly into our ecosystem and leveraging our existing GPU infrastructure stack.
Why? Because after extensive conversations with enterprises alike, we've identified a growing gap in the market for private GPU infrastructure, particularly among those enterprises that need more than just access to AI models.
Soon, enterprises and developers will be able to rent GPU machines, pay in crypto, and deploy their own stacks for inference, fine-tuning, rendering and compute-intensive workloads, all through Dot.
Additionally, we're planning confidential GPU rentals, designed to extend privacy beyond the application and operating system through encrypted CPU memory, hardware-isolated GPU execution and cryptographic attestation.
The goal is to give customers greater control over their compute environments, with the ability to verify security configurations before trusting infrastructure with sensitive code, models or data.
This is a natural extension of what we're building at Dot. We're diversifying beyond inference into the infrastructure enterprises need to deploy and operate AI privately.
Coming soon.
Deepseek V4.1 Flash 1017 is live and fully anonymous on Dot, and price 10% below DeepSeek's rates on OpenRouter.
256k context, reasoning, image understanding and tool calling. Chat with it, build with it in DotCode, or turn files into finished work in our agent chat.
And as always, fully private inference, no training on your data, and zero prompt retention.
Available now at: app.usedot.xyz
🚀 DeepSeek-V4.1-Flash-1017 is here!
Stronger benchmark performance, faster task completion, and shorter outputs than the previous version—a Pareto improvement in performance and cost. Now live on our website, app, and API.
🛠️ Optimized for @DeepSeekHarness, Tencent CodeBuddy, WorkBuddy, and more. Upgrade to DeepSeek Harness v0.2.1-rc.1 or later for the best experience with the new model.
1/4
NVIDIA Nemotron 3.5 Super VL is now live on Dot, available free to existing subscribers with fully anonymous access.
This release marks the start of our latest initiative to make Dot subscriptions more valuable, beginning with free access to NVIDIA Nemotron 3.5 Super VL for existing subscribers.
This is the beginning of our push to deliver more models, capabilities and exclusive benefits to our paid users at no additional cost.
Try Nemotron for free, all you need is an active subscription: app.usedot.xyz
Today, we’re expanding our Nemotron family of open models with Nemotron 3.5 Super VL.
Bringing visual understanding, reasoning, and tool use together to help AI agents complete more work in less time.
Open models ➡️ more control to customize, deploy, and build on your own terms.
Dive into what’s new:
We have increased the agentic capabilties of Dot Desktop, and are now offering agentic functionality that neither Codex nor Claude Code possess.
Dot Desktop can write, run and debug code, operate desktop software and navigate workflows across your browser and terminal. It can interact with its own interface, work within its workspace, and build automations that extend across Dot and the rest of your computer.
This goes beyond code generation. It's a unique, fully private agent that can use its environment, execute multi-step workflows, and turn ideas into working applications and automations.
Combine that with voice interaction, model selection, configurable reasoning effort, live execution progress and reviewable changes, and you have a different kind of AI development environment.
One that neither Claude Code or Codex have.
Oh, and it's built around Dot's privacy-first infrastructure and anonymous access.
Dot Desktop. 2 Weeks.
We're pleased to announce that Dot is a verified vendor within @vAPI_Network's agent marketplace, further expanding our private inference provision across the agent economy.
Through this integration, developers and autonomous agents will be able to discover and access Dot's private inference infrastructure, expanding distribution beyond our own platform.
For Dot, this is part of a broader strategy to expand our revenue streams through strategic enterprise deployments, infrastructure partnerships, and new distribution channels that bring our private inference to more users and applications.
Our Verified Provider selection now includes @usedotai!
Buy private inference from Dot for your agent, paid per call through vAPI Call.
Integrate our MCP to try Dot inference today: mcp.vapinetwork.ai
We have processed 20.4B tokens over the last 30 days, amongst a huge push towards free user monetization.
- 6,663 daily free users (+5.36% since Oct 3)
- 287 paid subscribers (+7.49% since Oct 3)
- $163,548 annualized subscriptions (+4.79% since Oct 3)
- +$7,476 in annualized subscription value (over last 11 days)
We're actively optimizing monetization across our free user base, gradually reducing daily token allowances to encourage conversion to paid subscriptions.
And we're already seeing the results of this push, with paid subscriptions continuing to grow faster than daily free users, indicating that monetization is outpacing top-of-funnel growth.
The focus now is to improve conversion while maintaining a strong free tier, sustainable usage, and long-term user retention.
app.usedot.xyz/usage
Google's latest model, Gemini 4 Argon, is now live across Dot, priced nearly 60% below market rates and available anonymously across all our surfaces, including DotCode and DotAPI.
Google’s new frontier model, with 1m context for coding, complex reasoning and agent workflows.
Build software in dotcode, work through problems in chat, or turn a request into actual files with agent chat. available through our api too.
55% below market pricing with USDC, nearly 60% below when you fund your credits with $DOT.
Available at: app.usedot.xyz/models
Muse Wonder by meta is now live and fully anonymous on Dot.
1m tokens of context for coding, complex reasoning, long documents and image understanding.
Private inference, anonymous access, no prompt retention, zero training on your data.
10% cheaper than OpenRouter.
Available now in chat and through our API.
Try it now at: app.usedot.xyz/models
Anyone know a good coffee supplier?
Are you a business looking for private inference, cost-efficient AI infrastructure, or custom enterprise deployments?
Dot is expanding its enterprise reach, with a record number of deployments bringing our private inference infrastructure into new business environments.
We work with organizations to integrate powerful AI capabilities while prioritizing privacy, performance and cost efficiency.
As enterprise demand accelerates, we're actively looking to partner with businesses that want to build on private AI infrastructure.
Get in touch with our team to explore an enterprise deployment with Dot: app.usedot.xyz/booking
Are you a business looking for private inference, cost-efficient AI infrastructure, or custom enterprise deployments?
Dot is expanding its enterprise reach, with a record number of deployments bringing our private inference infrastructure into new business environments.
We work with organizations to integrate powerful AI capabilities while prioritizing privacy, performance and cost efficiency.
As enterprise demand accelerates, we're actively looking to partner with businesses that want to build on private AI infrastructure.
Get in touch with our team to explore an enterprise deployment with Dot: app.usedot.xyz/booking
Eleven v4 and Eleven v4 Turbo are now live and fully anonymous on Dot.
Elevenlabs’ most expressive model, plus its faster turbo version. Voiceovers, characters, product demos, stories.
10% cheaper than openrouter’s already discounted price until October 19. 40% below their regular price through till October 31.
When their promo ends, ours keeps going.
Try it now at: app.usedot.xyz
Introducing Eleven v4 and Eleven v4 Turbo, our fastest and most emotive voice models yet.
Ranked #1 by Artificial Analysis.
We’ve reworked our staking dashboard, adding additional features and metrics.
You can now enter a $DOT amount and see estimated rewards for the current cycle, before even connecting your wallet. See what you could earn in AI, or its USDC cash-out value.
Together with yesterday’s additions, the dashboard now brings everything into one place:
- Total DOT staked
- Current market value
- The percentage of supply staked
- Your stake’s value and share of the pool.
We've focused on polishing our layout, optimizing our mobile experience, and creating a cleaner experience for our stakers.
app.usedot.xyz/staking
7.78% of the total $DOT supply is now staked, representing $701,517.
In the coming days, we’ll launch our third-party credit redemption system, allowing users to sell unused inference credits back to Dot, monetize otherwise idle credits, and help fund our Inference Redemption Market (IRM).
This system will help strengthen our staking infrastructure, bringing additonal value into our IRM.
This integration will enable us to lower inference prices further, and give prospective users additional utility within our platform.
Dot.
Rewards are live.
Stakers will receive a 4.74% APY for the month of October, with rewards distributed daily.
This is the initial APY for $DOT staking, with rewards distributed in AI credits rather than new token emissions. Each credit represents $1 of AI usage on Dot, giving staking rewards real utility within the platform.
Stakers can use their earned credits for AI inference, or sell them back to Dot for USDC through the Inference Redemption Market (IRM) (subject to the applicable redemption rate).
As Dot grows and profitability increases, staking rewards will adjust according to the protocol’s reward model.
Our goal is to build a staking system tied to real product usage and business performance, not one that depends on perpetual token emissions, or artificially inflated demand.


















