
MiroMind
MiroMind is an agentic AI research and reasoning system that plans, executes, verifies and improves multi-step investigations across live web sources. Built for researchers and analysts rather than casual chat, it runs on web, iOS and Android.
What is MiroMind?
MiroMind presents itself as a General Purpose Solver: an agentic AI system for reasoning and research rather than a conversational chatbot. Its product page is titled Engineered for Deep Understanding, Not Small Talk, and the working loop it advertises is Plan, Execute, Verify, Improve.
The publisher is MiroMind, Inc. The terms describe a Singapore-based AI applications company, while a March 2026 announcement places the headquarters in Redwood City, California, with a co-R&D and operations hub in Singapore. The company was founded by Tianqiao Chen and claims a team that is more than 80% PhD researchers.
The consumer product is the web application at dr.miromind.ai, joined on 4 March 2026 by iOS and Android apps and a directly downloadable APK. Behind it sits the MiroThinker model family, released as open source on Hugging Face and GitHub. MiroMind claims 60.2% Avg@8 on the GAIA benchmark, presented as the best open-source score, and state-of-the-art results for MiroMind 1.7 and 1.7-H1 on BrowseComp, BrowseComp-ZH, FrontierScience-Research, FrontierScience-Olympiad and FinSearchComp. MiroThinker 1.5, published in January 2026, is described as a 30-billion-parameter model comparable to trillion-parameter systems at USD 0.07 per call, a twentieth of Kimi-K2-Thinking. The company frames this as Interactive Scaling, a third scaling axis alongside model size and context length, and describes MiroMind OS as an operating system for reasoning over graphs of more than 100 steps.
Four capabilities are put forward: Deep Research Mode, Advanced Reasoning, Predictive Intelligence and Real-Time Web Intelligence, applied to manufacturing, science, biology, legal and finance. One published example is a gold price forecast: XAU/USD for 25 February 2026 predicted at USD 5,185 an ounce on 10 February, 0.08% away from the Fortune reference of USD 5,181.
Pricing runs on credits: the free plan gives 100 every 24 hours, Pro at USD 19 a month gives 20,000. The community lives on Discord, X, LinkedIn, GitHub and Hugging Face. The limits are corporate rather than technical: no postal address, no contact page, no security certification and no stated hosting country.
What it does
- Run a deep multi-source research task and receive a sourced report
- Ask a forward-looking question on markets, regulation or science and get a reasoned forecast
- Have a chain of reasoning verified step by step before it reaches a conclusion
- Generate a web report, at a reduced credit cost on the Pro plan
- Switch between the Basic and Pro models according to how complex the request is
- Work from the web app, iOS or Android on the same account
When to use MiroMind / When not to
A quick filter to help you decide if MiroMind is the right fit.
When to use MiroMind
- Research analysts who need multi-source deep research with a traceable evidence chain rather than one quick answer
- Finance professionals running forecasting, risk modelling, scenario analysis and compliance checks
- Academic and scientific researchers working on hypothesis generation, experiment design and frontier-science questions
- Legal and compliance teams handling contract analysis and regulatory mapping
- Engineering and life-science teams working on system design, failure analysis and drug-discovery literature
When not to use MiroMind
- People who want a casual conversational chatbot: MiroMind states outright that it is engineered for deep understanding, not small talk
- Anyone under 18, since the terms set a minimum age of 18 or the local age of majority
- Users located in regions the service does not serve, where the application returns a region-not-supported error
- Developers looking for a self-service API: no API documentation is published, even though an API Service Agreement is in force
- Organisations that require published security certifications, as no SOC 2, ISO 27001 or HIPAA attestation appears anywhere on the site
How to use MiroMind
A typical end-to-end flow, from setup to results.
- Open the web application at dr.miromind.ai, or install the iOS app from the App Store, the Android app from Google Play, or the APK offered directly
- Create an account or sign in, through the login form or the OAuth option
- Complete the one-step onboarding: choose an interface language and a light, dark or system theme, both changeable later in Settings
- Turn on the 'Allow Chinese' setting if you need Chinese language support in the application
- Type your question; the request is automatically classified as S (Simple), M (Medium) or L (Complex)
- Choose between the Basic and the Pro model, bearing in mind that Pro doubles the credit cost
- Follow the activity states displayed while the agent works: Researching, Coding, File Management and Thinking
- Generate a web report when you need a written deliverable; the feature is limited on the free plan and costs fewer credits on Pro
- Keep an eye on your credit balance: 100 credits every 24 hours on the free plan, plus a 2,000-credit welcome bonus for new accounts
- Buy the Starter Boost add-on at USD 4.99 for 4,000 credits valid 365 days if you need more, as there is no self-service API key to fall back on
Pros & Cons
Pros
- The MiroThinker models are released as open source on Hugging Face and GitHub, so they can be inspected and self-hosted
- Benchmark claims are named and quantified: 60.2% Avg@8 on GAIA, plus state-of-the-art claims on BrowseComp, BrowseComp-ZH, FrontierScience and FinSearchComp
- The free plan is permanent, with 100 credits every 24 hours, instead of a trial that runs out
- The paid entry point is low at USD 19 per month, with a USD 4.99 credit pack for people who do not want a subscription
- Content sent through the API is contractually excluded from foundation-model training, and consumer users can opt out of training
- The Data Processing Addendum is published openly, with standard contractual clauses, breach notification within 48 to 72 hours and deletion or return of data at contract end
- Available on web, iOS and Android plus a direct APK, and the product carries a first-party warning that generated content deserves critical review
Cons
- No postal address is published anywhere on the site, and there is neither an about page nor a contact page: the only footer email is talent@miromind.ai, for recruitment
- The legal identity is inconsistent: the terms describe a Singapore-based company under Singapore law, the API Service Agreement calls MiroMind Inc. an independent US entity, and a press release places the headquarters in Redwood City, California
- No security certification is published, neither SOC 2 nor ISO 27001 nor HIPAA
- Data hosting countries are never named, the subprocessor list is supplied only on request, and no retention period is quantified
- No public API documentation exists even though an API Service Agreement is in force
- Unserved regions are not listed: the application simply returns a generic region-not-supported error
- Credits are non-refundable, non-transferable and expire after 12 months, and the terms allow MiroMind to interrupt the service without notice
Pricing & Plans
A permanent free plan is available at USD 0 per month, providing 100 credits every 24 hours, access to both the Basic and Pro models and limited web report generation. The lowest paid entry point is the Pro plan at USD 19 per month, which includes 20,000 credits per month, priority handling, early access to new features and a reduced credit cost for web reports. Annual billing is advertised as saving 16 per cent, although the yearly amount is not displayed. A Starter Boost add-on is offered at USD 4.99 as a one-off purchase for 4,000 credits valid 365 days. Each request is charged in credits according to its complexity: 100, 300 or 800 credits on the Basic model and 200, 600 or 1,600 credits on the Pro model, for simple, medium and complex requests respectively. Credits are non-refundable, non-transferable and valid for 12 months. No API pricing is published.
- 100 credits every 24 hours
- access to the Basic and Pro models
- boost pack available
- limited web report generation
- 20
- 000 credits per month
- priority handling that skips the queue
- early access to new features and a reduced credit cost for web reports
- annual billing advertised at 16 per cent off
- with the yearly amount not displayed
- 4
- 000 credits valid for 365 days
- sold as an add-on rather than a plan
- Enterprise and API access — governed by the API Service Agreement
- with no published price
Data, GDPR & hosting
A consolidated view of how MiroMind handles your data.
GDPR overview
The privacy policy of 27 February 2026 states that where the Services are offered in the European Economic Area, MiroMind is subject to the GDPR. It cites performance of the contract, legitimate interest and legal obligation as legal bases, and lists rights of access, erasure, rectification, portability, restriction and objection, withdrawal of consent and complaint to a national authority; requests go through the account or legal@MiroMind.ai. A Data Processing Addendum dated 1 May 2026 is published: the customer is controller, MiroMind is processor, and it covers EU and UK GDPR, the CCPA and Singapore's PDPA, incorporates the European Commission's standard contractual clauses, sets breach notification at 48 to 72 hours and provides for deletion or return of data at contract end. Two gaps: no Article 27 EU representative is designated, and no data protection officer is named.
Who owns the data?
Under section IV.4 of the terms, you retain all rights to your Inputs, and MiroMind grants you whatever rights it may hold in the Outputs generated from them. Outputs are not guaranteed to be unique, and your rights do not extend to identical Outputs produced for other users. The API Service Agreement is blunter: as between the parties, the Customer owns all Input and Output. Two caveats matter. Section IV.3 treats any User Content as non-confidential unless a written agreement says otherwise, and any Feedback you send is covered by a worldwide, royalty-free, sublicensable and transferable licence granted to MiroMind.
Reuse rights
Because MiroMind assigns you its rights in the Outputs, you can reuse what the tool produces without asking further permission, within the limits the terms set: no scraping, no automated extraction, no model distillation, no training of competing models, and, under the API Service Agreement, no publication of benchmark results without written consent. On MiroMind's side, the privacy policy of 27 February 2026 describes direct collection (name, email, phone, system identifiers, Inputs and Outputs, feedback, support correspondence) and automatic collection (device, operating system, browser, carrier, approximate location from IP, device and advertising identifiers, timestamps, browsing paths, error logs). These serve delivery of the service, account management, payments, support, security and fraud prevention, legal compliance and research and development. De-identified Inputs and Outputs may be used for model training on a legitimate-interest basis, with a right to object by emailing legal@MiroMind.ai that does not affect access to core features, while content sent through the API is excluded from foundation-model training. Data may be shared with affiliated entities, hosting, audit, research, payment and support providers, authorities, and an acquirer in a merger.
Data retention & training
Hosting summary
MiroMind names no hosting country and no hosting region anywhere on its site. The closest statement is section V.2 of the privacy policy: 'We generally provide the Services from Singapore.' That sentence describes where the service is delivered from, not where data is stored. Section V.1 warns that data may be transferred and processed outside your own jurisdiction, including by an affiliated company abroad, and section V.3 announces appropriate safeguards and legally valid transfer mechanisms; the Data Processing Addendum provides for the European Commission's standard contractual clauses for transfers to third countries. Cookies are administered from the United States according to the table in the privacy policy. On security, MiroMind announces encryption in transit and at rest, an information security programme, anti-malware protection and access controls, while the DPA mentions physical or logical isolation and kill-switch mechanisms meant to prevent unauthorised cross-border access. The domain resolves to 31.43.161.6 in Amsterdam on Amazon's AS16509, but that is an anycast CDN node and proves nothing about where data is held.
Where MiroMind works
Country-level availability.
Not available in
Things to keep in mind
Risks and trade-offs to weigh before adopting MiroMind.
- No postal address appears anywhere on the site, which leaves very limited recourse in the event of a dispute
- The legal identity is contradictory: the terms describe a Singapore-based company governed by Singapore law, while the API Service Agreement calls MiroMind Inc. an independent US entity
- Opting out of model training requires sending a manual email to legal@MiroMind.ai; there is no account setting for it
- The documents disagree with each other: the privacy policy allows training on de-identified Inputs and Outputs, while the terms say non-public User Content is not used for training except for Feedback and content flagged in trust and safety review
- Credits are non-refundable and expire 12 months after issue, and the terms allow the service to be interrupted without notice
- Outputs must be read critically: MiroMind itself warns that its content is AI-generated and that critical review is advised, and leaning on a research agent without checking its evidence chain quietly erodes your own judgement
- The service is unavailable in some regions that are never named, no security certification is published, and the subprocessor list is available only on request
Setup & Integrations
Technical difficulty
Setup is easy for everyday users. Nothing is installed on a server: create an account on dr.miromind.ai, sign in through the form or with OAuth, then choose a language and a theme in a single onboarding step. The mobile apps install from the App Store and Google Play, or from a direct APK on Android, and no technical configuration is required for consumer use. Developers face the opposite situation: no API documentation is published, so integration is not self-service and has to go through MiroMind under its API Service Agreement.
Deployment
Apps stores
Supported languages
Behind MiroMind
Fundraising
Social
Resources
All the official URLs gathered for verification and reference.
Alternatives
Tools that compete with or complement MiroMind.
Frequently asked questions
Is MiroMind free to use?
How much does the paid plan cost?
How is the cost of a question calculated?
Is there a mobile application?
Is my data used to train the models?
What is the minimum age to use MiroMind?
Who owns the results the tool produces?
Is a Data Processing Addendum available?
Do credits expire?
Is there a public API?
Should you pick MiroMind?
MiroMind takes an unusual and clearly stated position: it competes on verification rather than on conversational fluency, and it says so in a product page titled Engineered for Deep Understanding, Not Small Talk. The claim is backed by more than marketing. The MiroThinker models are published as open source on Hugging Face and GitHub, the benchmarks are named and quantified rather than hinted at, and the Plan-Execute-Verify-Improve loop is documented in engineering posts instead of being reduced to a slogan.
Commercially, the offer is accessible. The free plan is permanent rather than a countdown trial, Pro costs USD 19 per month, and a USD 4.99 credit pack lets you use the tool seriously without a subscription.
The counterweight is corporate transparency, and it weighs heavily. MiroMind publishes no postal address, no about page and no contact page; the only email in the footer is a recruitment address. Its legal identity floats between a Singapore-based company under Singapore law in the terms and an independent US entity in the API Service Agreement, with a Californian headquarters announced in a blog post. No security certification is published, no subprocessor list is available except on request, and no hosting country is ever named. The project is young too: the domain was registered in February 2025 and the site was first archived in March 2025.
One practical caveat deserves attention before you commit: the application returns a dedicated error stating that the service is unavailable in certain regions, and MiroMind never says which ones.
MiroMind is worth trying for research and forecasting work where the evidence chain matters, on the understanding that its outputs still need reading, as the company itself warns, and that the company is markedly less transparent than the models it publishes.
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