Products

JigsawStack

AI-native

Models for high accuracy tasks

jigsawstack.com Source★ 94Apache-2.0AI Models & Agents / Model APIs & Gateways

AI Benchmark
Desktop
Mobile
Monthly visits
5.8K
Down47.2%MoMSep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$27/mo
Higher than 78% of peersNiche median $10/mo
Creators
Angel Pichardo
No social account linkedCo-created with Harsha Vardhan Khurdula, Interfaze (YC P26) +2 more
Launched
2y ago
2024-03-10 · Est.

Traffic

Monthly visitsData through Sep 2026 · Oct 2026 pending
Events3 changes

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Show HN (3 pts)Launch

    Yoslm -- You Only Need a Smoll Language Model for Object Detection

    Jul 11, 2025 · 16mo agoLaunch page

  • Launched on Show HN (7 pts)Launch

    Deep Research – Open-Source Customizable Reasoning Framework for Devs — The first ever AI peer reviewed research article just got approved. It’s kinda crazy how advanced AI have come to replace researchers. I'v…

    Jun 1, 2025 · 18mo agoLaunch page

  • Launched on Show HN (5 pts · 2 comments)Launch

    Image-to-Image Translation Model — We launched a v1 of a image to image translation API which translates the text on an images by replacing the existing text. For v1, it's p…

    May 28, 2025 · 18mo agoLaunch page

  • Launched on Product HuntLaunch

    Custom AI models that scale with your stack

    Apr 21, 2025 · 19mo agoLaunch page

  • Launched on Show HN (4 pts · 4 comments)Launch

    We are 2.4x faster than Open AI latest SST model — Speech-to-Text technology is crucial for audio processing applications, but most solutions are limited by speed, accuracy, or feature cons…

    Mar 21, 2025 · 20mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2024-09-04Source
Post excerpt:
When Chrome released `window.ai` for their local model, Gemini Nano, I got excited! Not for the local model which you can't really do much with but more for the new way of interacting with AI utilities directly from the front end. I loved the simplicity and the ease of use but not so much the capabilities and limitations. I wanted to see if we could expand t
Show HN
2024-12-06Source
Post excerpt:
Nowadays, a common AI tech stack has hundreds of different prompts running across different LLMs. Three key problems: - Choices, picking from 100s of LLMs the best LLM for that 1 prompt is gonna be challenging, you're probably not picking the most optimized LLM for a prompt you wrote. - Scaling/Upgrading, similar to choices but you want to keep consistency o
Show HN
2024-12-12Source
Post excerpt:
Most TTS models today have a fixed set of voices that are tied to a fixed set of languages. We built a trained TTS model with the concept of accents like we have in real life. You can have a Chinese person speaking English or a German person speaking French. Hints of their accents from their original language can be heard when they speak another language. We
Show HN
2025-03-14Source
Post excerpt:
Large Language Models (LLMs) are powerful, but they’re limited by fixed context windows and outdated knowledge. What if your AI could access live search, structured data extraction, OCR, and more—all through a standardized interface? We built the JigsawStack MCP Server, an open-source implementation of the Model Context Protocol (MCP) that lets any AI model
Show HN
2025-03-18Source
Post excerpt:
LLMs are evolving fast—DeepSeek R1 is one of the latest making waves. But beyond the hype, how can it actually improve AI applications? At JigsawStack, we’re testing how DeepSeek R1 can enhance: - Synthetic Data Generation: Creating high-quality, reasoning-based datasets for fine-tuning. - Inference Optimization: Evaluating trade-offs between full-scale and
Show HN
2025-03-21Source
Post excerpt:
Speech-to-Text technology is crucial for audio processing applications, but most solutions are limited by speed, accuracy, or feature constraints. What if you could transcribe audio with higher accuracy, better features, and significantly faster performance? We benchmarked OpenAI's newest gpt-4o-transcribe model against JigsawStack STT across real-world scen
Show HN
2025-05-28Source
Post excerpt:
We launched a v1 of a image to image translation API which translates the text on an images by replacing the existing text. For v1, it's pretty much a model pipeline: OCR current text -> generate mask -> erase text -> translate text -> use embedding comparison to find similar font -> map text back on image v1 was more like a prototype which already beats man
Show HN
2025-06-01Source
Post excerpt:
The first ever AI peer reviewed research article just got approved. It’s kinda crazy how advanced AI have come to replace researchers. I've just been using Deep Research on ChatGPT and Perplexity a lot to write and research complex technical reports for my boss. He loves the reports and it has decreased my workload a ton but I still have some frustrations wi

Open Source & Agent Ecosystem

GitHub · MCP / Skill
Last commit 2026-04-22
GitHub Stars
★ 94
Forks
18
License
Apache-2.0
Primary language
JavaScript

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct39%
  • Organic Search33%
  • Referrals10%
  • Social6%
  • Other12%

Countries

  • United States80%
  • India20%

Search

Domain authority —Domain registered 2023-05-04

KeywordMonthly volume
translate image49.8K
image translator45.1K
image translate22.8K
image translate to english11.8K
picture translate4,910

Traffic data: Vaneform

Pricing

Free
Free
1 million / month · 2 day retention
Pro
$27/mo
10 million / month · 7 day retention
Enterprise
Contact sales
Unlimited log retention

Trial: None · Free tier included · 1 paid tier ($27) · Enterprise custom tier · Observed 2026-11-04 · Pricing page

Entry price $27/mo, Higher than 78% of peers; “Model APIs & Gateways” median is $10/mo.View pricing benchmark

Pages & changes

Tracked since 2024-08-03

Key pages

Weekly snapshots
jigsawstack.com/ Snapshot 2026-11-04

Changes

  1. Nov 1 · 14d ago

    Homepage headline (H1) changed to “Models for high accuracy tasks”Positioning

    Purpose built AI models for your tech stack→Models for high accuracy tasks

  2. Nov 1 · 14d ago

    Adopted technology: Google WorkspaceFeatures

    —→Google Workspace

  3. Nov 1 · 14d ago

    Removed technology: ZohoFeatures

    Zoho→—

Design

First-screen visual analysis & :root CSS

Dark Developer (Dark canvas, balanced density) featuring hero bento grid layout and pure typography & geometry visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Models for high accuracy tasks”

Hero Bento Grid hero structure paired with start free / sign up CTA and no explicit trust bar.

Conversion path: Hero Bento Grid + Pure Typography & Geometry → Start Free / Sign Up

Palette · click to copy

5-D design score7.6 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
7.0
Distinctiveness
7.0

Structure

Fonts
Instrument Serif / Inter
Hero layout
Hero Bento Grid
Primary visual
Pure Typography & Geometry
Conversion CTA
Start Free / Sign Up
Social proof
No Explicit Trust Bar
Navigation
Full-Width Top Bar
Theme & density
Dark · Balanced
Corners & depth
Medium Radius · Hairline borders
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Dark Developer (with Gradient Glow)

Deep dark surfaces, monospace typography, terminal/code snippets, and high-precision borders.

## Design Tokens

```css
:root {
  --background: #151515;
  --surface: #191715;
  --foreground: #f4f2f0;
  --muted-foreground: #b9bbc3;
  --accent: #f0443e;
  --radius: 8px;
  --font-heading: "Instrument Serif", serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #151515 (~68%) · Surface #191715 (~14%) · Text #F4F2F0 (~8%) · Muted Text #B9BBC3 (~7%) · Accent #F0443E (~3%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Hero Bento Grid
- Navigation: Full-Width Top Bar
- Theme & density: Dark · Balanced
- Border radius & elevation: Medium Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Pure Typography & Geometry
- Conversion CTA: Start Free / Sign Up
- Headline hook: Category Positioning Anchor
- Hero components: Bento Grid
- Spatial layout notes: Hero Bento Grid hero structure paired with start free / sign up CTA and no explicit trust bar.
- Visual summary: Dark Developer (Dark canvas, balanced density) featuring hero bento grid layout and pure typography & geometry visuals.

## Avoid

- Warm pastel backgrounds
- Playful cartoon illustrations
- Oversized pill buttons everywhere

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 JigsawStack cost?
Free: Free; Pro: $27/mo; Enterprise: Contact sales. Observed 2026-11-04. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does JigsawStack get?
Vaneform estimates 5.8K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is JigsawStack and what platforms does it support?
JigsawStack is catalogued under Model APIs & Gateways: Models for high accuracy tasks. Supported platforms: CLI / SDK, API.
Is JigsawStack open source?
JigsawStack has a public repository (https://github.com/JigsawStack/deep-research) under the Apache-2.0 license, recording 94 GitHub stars.Source

Related products in this category

AI Models & Agents / Model APIs & Gateways

These products share a catalog category. Compare customer tasks, features and deployment requirements before treating them as alternatives.