Every top AI model and a team of agents, in one subscription.
imperfeQt is the consumer AI venture. One login replaces ten: fourteen chat models across Claude, GPT, Gemini, and Grok, seven image models, five video models, and five specialized agents that research, strategize, write, and create. Usage bills as credits at the exact provider cost, with no markup.
- At a glance
- 2026
- Role
- Founder, AI engineer
- Type
- Consumer AI platform
- Year
- 2026
- Status
- Live
One platform. Every model. A team that does the work.
Most people pay for several AI subscriptions and still hit a wall when one model is wrong for the task. imperfeQt puts every major model behind one interface with native features intact: extended thinking, web search, citations, file uploads, and million-token context.
Beyond the chat box, five named agents run real multi-step workflows with live tools, so the platform does the work rather than just answering questions.
- 14
- chat models, one subscription
- 0%
- markup on AI provider cost
- 5
- specialized agents
Ten subscriptions,and still the wrong tool half the time.
Each provider is best at something and weak at something else, and paying for all of them separately is expensive and fragmented. The hard part is unifying them without flattening what makes each one good, and billing usage honestly instead of marking it up.
- A separate subscription for every model provider
- Wrapper tools that strip native features like thinking and citations
- Opaque pricing with margin hidden in the usage
- A blank chat box when the job needs an actual workflow
What I built,and how it came together.
The buildA multi-provider AI platform with native features, agents, and credit billing.
One interface over Claude, GPT, Gemini, and Grok, an image and video studio, and five agents backed by real tools, all on a transparent credit vault.
- Unified chat across 14 models from four providers
- Native features preserved: thinking, web search, citations, file uploads
- Image and video studio across twelve generation models
- Five specialized agents with live research and content tools
- Credit billing at exact provider cost, zero markup
- 01Unify the providers
One interface and one credit vault across Claude, GPT, Gemini, and Grok.Provider routing · Credit vault · Unified UI
- 02Preserve native power
Thinking, search, citations, file uploads, and long context kept intact per model.Native features · Long context · File handling
- 03Build the Qrew
Five agents wired to real tools for research, strategy, content, and growth.Agents · Tool use · Workflows
- 04Bill it honestly
Usage converts to credits at exact provider cost, tracked in real time.Metering · Real-time tracking · Plans
One platform over four providers,with nothing flattened.
Native power, preserved
Most aggregators strip what makes each model good. imperfeQt keeps extended thinking, live web search, citations, file uploads, and long context intact per model, so moving a project from Claude to Gemini mid-thread keeps every native capability rather than reducing both to a lowest common denominator.
The credit vault
Usage converts to credits at the exact price the providers charge, tracked in real time, with zero markup hidden in the meter. The subscription pays for the platform; the usage costs what it costs. Nobody has to trust the pricing, because anyone can read it.
The Qrew
Five named agents run real multi-step workflows with live tools: research that reads the actual web, strategy work, long-form writing, and creative production. They are the difference between a chat box and a platform that does the work.
Studios beside the chat
An image and video studio spans the major generation models behind one interface with the same honest metering, so creative production and knowledge work live in one subscription instead of three.
A real backend underneath
The platform runs on its own edge infrastructure: serverless compute, a relational store, durable per-user state, object storage for generations, and subscription billing, all owned rather than rented from a wrapper vendor.
The work
Visit imperfeqt.aiOne subscriptionin place of ten.
imperfeQt consolidates the entire model landscape into one product with honest, usage-based pricing, so a single account covers chat, image, video, and autonomous agent work.
Built with
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Tell me what you are trying to ship. We scope it, price it, and decide the right way in.
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