MindsHub

mindsdb.com ↗

One key and one bill for many AI models, with usage and spend controls.

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SI Score: 80/100
Pricing: Not confirmed
Free plan: Not confirmed
Sign-up required: Not confirmed

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Answers use saved listing facts and recorded sources.

Homepage screenshot

SI REVIEWBased on the site's own pages, in a directory managed by people

What it does

MindsHub offers an inference API that reaches chat, embedding and decision models from several providers through one key and one bill. Developers point the OpenAI or Anthropic SDK at the MindsHub base URL and switch models by editing a model string. A console manages API keys, members, roles, model access, budgets and billing. The site offers a free account and a demo console tour.

The docs list three chat request formats: Chat Completions, Responses and Messages, so a model can be called through OpenAI or Anthropic SDKs. A decisions endpoint handles classification, scoring and yes/no judgments with Jev decision models. Guides cover streaming, tool calling, structured output, reasoning, images, web search, prompt caching and conversation state. Coding agent pages cover Kimi K3 in Claude Code, MindsHub in Codex and MindsHub in VS Code. New organizations get a recurring weighted allowance on mindshub_air, and billing docs cover included allowance, wallet and prices. The about page states the product was renamed from MindsDB in 2026 while the company kept the MindsDB name and was founded in 2018 in Berkeley. Core agent technology is published as open source, including the Anton agent harness. MindsHub Agents is described as an agent workspace for research, analysis, reporting and software work.

Best for

Developers reaching many models through one API keyTeams tracking AI usage and spending across providersProjects already using OpenAI or Anthropic SDKsSetting model access and budget rules per team

SI Score

80/100

#1 in Coding & AI Platforms

Based on published information. No hands-on task test.

Method 2.0 · Published source review Assessed Oct 28, 2026Score ceiling for this evidence: 84/100.

Product usefulness 80

Evidence

MindsHub routes model access through one key and console, where teams manage roles, model permissions and spend. The native interface states that a block in any applicable container wins. This explicit access-precedence rule and spend controls bound a complete managed-inference workflow without validating model performance.

Limits: Source-researched AI assessment reviewed by a separate native AI worker. No hands-on product test or human verification is claimed.

Source links and check dates are in Sources and checks below.

Separate website checks

These checks do not add points to the SI Score. They inspect the website's HTML, not the product in use.

Basic website checks100/100

HTTPS: yes
Homepage answered with HTTP 200
Privacy policy link: found
Terms link: found
Contact or about page: found

We check that these pages exist, not what they say. Ownership and company details are not verified.

Checked Oct 18, 2026.

HTML accessibility checks88/100

Page language set: en
Mobile viewport: yes
Images with a text alternative: 4 of 6
Main heading (h1): yes

Automated checks on the homepage HTML only. This is not a full accessibility audit.

Checked Oct 18, 2026.

Homepage HTML response100/100

First byte after 248 ms
Homepage HTML loaded in 0.4 s
HTML size 538 KB

Measured once from our server. Images, scripts and your own connection are not included.

Checked Oct 18, 2026.

Trackers in homepage HTML100/100

No known third-party trackers in the homepage code.

Only the homepage HTML is checked. Trackers loaded later by scripts, and what the service does with your data, are not covered.

Checked Oct 18, 2026.

Page date hints100/100

A copyright year is a weak sign of upkeep. It does not prove the content is current.

Checked Oct 18, 2026.

Policy links do not verify a company's conduct. An HTML response time is not application speed. Tracker and accessibility checks miss behavior after page load. Copyright dates do not prove product upkeep.

How the SI Score works →

Unconfirmed details may be unassessed, absent from the pages checked or temporarily unreadable. A missing price does not mean the service is free.

Sources and checks

Supporting pages for product usefulness, site facts, prices and separate website checks. Each record keeps its own date. Reading a page does not establish how well the product performs in use.

mindsdb.com/
- Product usefulness evidence
mindshub.ai/
- Basic website checks (separate check)Checked Oct 18, 2026
- HTML accessibility checks (separate check)Checked Oct 18, 2026
- Homepage HTML response (separate check)Checked Oct 18, 2026
- Trackers in homepage HTML (separate check)Checked Oct 18, 2026
- Page date hints (separate check)Checked Oct 18, 2026
mindshub.ai/privacy-policy
- Basic website checks (separate check)Checked Oct 18, 2026
mindshub.ai/terms
- Basic website checks (separate check)Checked Oct 18, 2026

Checks without a source link

PricingUnknownChecked Oct 18, 2026
Free planUnknownChecked Oct 18, 2026
Sign-up requiredUnknownChecked Oct 18, 2026
PlatformsUnknownChecked Oct 18, 2026
APIUnknownChecked Oct 18, 2026
Open sourceUnknownChecked Oct 18, 2026

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