Products

Tonic

AI-nativeMCPSkill

Unblock your data pipelines with real fake data.

tonic.ai AI Models & Agents / Training Data & Labeling

AI Benchmark
Desktop
Mobile
Monthly visits
60.1K
Down13.1%MoMSep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$29/mo
Lower than 49% of peersNiche median $29/mo
Creators
Adam Kamor
No social account linkedCo-created with Andrew Colombi
Launched
7y ago
2019-02-11 · Est.

Traffic

Monthly visitsData through Sep 2026 · Oct 2026 pending
Events10 changes · 1 marketing move

Marketing moves

Launches, search & content, referrals, promotions
X accounts@tonicfakedata
  • Launched on Product HuntLaunch

    The AI agent for synthetic data generation

    Nov 19, 2025 · 12mo agoLaunch page

  • Launched on Show HN (38 pts · 7 comments)Launch

    Get your unstructured data AI-ready in minutes — Hey HN! We're excited to announce the launch of Tonic Textual, the secure data lakehouse for LLMs. Simply stated, Tonic Textual allows you…

    May 28, 2024 · 2y agoLaunch page

  • Launched on Show HN (70 pts)Launch

    Spin up populated test databases in seconds — We are building Tonic Ephemeral - a purpose built test database that is easy and fast to spin up (or down) based on your dev and test requ…

    May 16, 2024 · 2y agoLaunch page

  • Launched on Product HuntLaunch

    Spin up fully populated test databases in seconds

    May 16, 2024 · 2y agoLaunch page

  • Launched on Show HN (2 pts)Launch

    Synthetic data as good as real data for training models

    May 9, 2023 · 3y agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2023-01-18Source
Post excerpt:
Hey HN! Really excited to share this new image de-identifier. Kind of like a game of image telephone, you can upload an image and our app will convert the image to a caption, then will generate an image using stable diffusion using the parameters you set for the model yourself. We had so much fun making this and seeing the varying levels of scary generated i
Console.dev
2023-03-02Source
What engineers like:
Enables privacy compliant training of ML models on realistic fake data. Connects to your prod database via SQL, transforms (fakes) the data, then trains your model. Provides a report after training to confirm how realistic the trained data was. Supports tabular and event driven models. Export to ipynb. Cloud or self-hosted.
Trade-offs & limitations:
No dark mode. Pretty hefty minimum requirements for self-hosting, but ML training is compute & GPU intensive.
Best suited for:
Developers training machine learning models
Show HN
2024-05-16Source
Post excerpt:
We are building Tonic Ephemeral - a purpose built test database that is easy and fast to spin up (or down) based on your dev and test requirements. As engineers who worked on data at Palantir and Tableau, we've seen developers struggle to get isolated test databases when needed. We faced the same problem while we were building our core product at Tonic. Base
Show HN
2024-05-28Source
Post excerpt:
Hey HN! We're excited to announce the launch of Tonic Textual, the secure data lakehouse for LLMs. Simply stated, Tonic Textual allows you to build generative AI systems on your own unstructured data without having to spend time extracting and standardizing your data. In minutes you can build automated, scalable unstructured data pipelines that extract, cent

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Organic Search41%
  • Direct35%
  • Referrals10%
  • Social5%
  • Other9%

Countries

  • United States17%
  • India9%
  • Germany5%
  • United Kingdom5%
  • Vietnam5%

Search

Domain authority —Domain registered 2017-12-16

KeywordMonthly volume
tonic ai2,000
openai privacy filter510
tonic textual450
tonic ai api80
toeic.ai—

Traffic data: Vaneform

Pricing

Free
Free
$5 of monthly credits
Plus
$29/mo
$25 of monthly credits
Enterprise
Contact sales
Professional
Contact sales
Up to 10TB of source data · Up to 10 users · 2 data source types
Enterprise
Contact sales
Unlimited source data · Unlimited users · Unlimited data source types
Pay-as-you-go
Unknown
Unlimited words scanned · Unlimited users and custom detection models · Flat rate per 1,000 words processed
Enterprise
Contact sales

Trial: None · Free tier included · 1 paid tier ($29) · Enterprise custom tier · Observed 2026-11-03 · Pricing page

Entry price $29/mo, Lower than 49% of peers; “Training Data & Labeling” median is $29/mo.View pricing benchmark

Pages & changes

Tracked since 2019-04-05

Key pages

Weekly snapshots
www.tonic.ai/ Snapshot 2026-11-04

Changes

  1. Nov 1 · 13d ago

    Homepage headline (H1) changed to “Unblock your data pipelines with real fake data.”Positioning

    Synthetic data solutions for software and AI development→Unblock your data pipelines with real fake data.

  2. Nov 1 · 13d ago

    Removed technology: Amazon Web ServicesFeatures

    Amazon Web Services→—

  3. Nov 1 · 13d ago

    Removed technology: HubSpot AnalyticsFeatures

    HubSpot Analytics→—

  4. Nov 1 · 13d ago

    Adopted technology: HubSpot ChatFeatures

    —→HubSpot Chat

  5. Nov 1 · 13d ago

    Adopted technology: LottieFilesFeatures

    —→LottieFiles

  6. Nov 1 · 13d ago

    Adopted technology: Priority HintsFeatures

    —→Priority Hints

Design

First-screen visual analysis & :root CSS

Soft & Friendly (Light canvas, airy density) featuring centered headline + cta layout and illustration / character art visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Unblock your data pipelines with real fake data.”

Centered Headline + CTA hero structure paired with start free / sign up CTA and no explicit trust bar.

Conversion path: Centered Headline + CTA + Illustration / Character Art → Start Free / Sign Up

Palette · click to copy

5-D design score7.1 / 10
Typography
7.0
Color & Contrast
7.0
Layout & Spacing
8.0
Craft & Polish
7.0
Distinctiveness
6.0

Structure

Fonts
Inter
Primary visual
Illustration / Character Art
Conversion CTA
Start Free / Sign Up
Social proof
No Explicit Trust Bar
Navigation
Full-Width Top Bar
Theme & density
Light · Airy
Corners & depth
Large Radius · With shadow
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Soft & Friendly (with Minimal Monochrome)

Warm low-saturation pastels, generous rounded corners, and approachable illustrations.

## Design Tokens

```css
:root {
  --background: #f8f8fc;
  --surface: #ffffff;
  --foreground: #17171a;
  --muted-foreground: #6b6b75;
  --accent: #6d28f6;
  --radius: 16px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #F8F8FC (~58%) · Surface #FFFFFF (~18%) · Text #17171A (~10%) · Muted Text #6B6B75 (~8%) · Accent #6D28F6 (~6%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Centered Headline + CTA
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Large Radius; use elevation shadows to separate layers
- Primary visual medium: Illustration / Character Art
- Conversion CTA: Start Free / Sign Up
- Headline hook: Pain Relief & Replacement
- Hero components: Custom Illustration
- Spatial layout notes: Centered Headline + CTA hero structure paired with start free / sign up CTA and no explicit trust bar.
- Visual summary: Soft & Friendly (Light canvas, airy density) featuring centered headline + cta layout and illustration / character art visuals.

## Avoid

- Harsh pure-black backgrounds
- Sharp 0px corners
- Cold technical jargon in hero copy

Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.

Questions & evidence

How much does Tonic cost?
Free: Free; Plus: $29/mo; Enterprise: Contact sales; Professional: Contact sales; Enterprise: Contact sales; Pay-as-you-go: Unknown; Enterprise: Contact sales. Observed 2026-11-03. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Tonic get?
Vaneform estimates 60.1K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Tonic and what platforms does it support?
Tonic is catalogued under Training Data & Labeling: Unblock your data pipelines with real fake data.. Supported platforms: MCP Server, CLI / SDK, API.

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