The data terminal for AI tools and software

Real community sentiment, measured across the public internet. Track what users actually think about AI tools and software.

Live community sentiment research spans

103,976

Mentions tracked

1,829

Tools tracked

Leading tools right now

Top Pulse Scores across the catalog, updated weekly

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Linear

project management

Strong featuresLimited data

6 mentions analyzed

Full breakdown

Obsidian

project management

Strong featuresSecurity praise

15 mentions analyzed

Full breakdown

Grok

ai chat

Compared to rivalsMissing features

6 mentions analyzed

Full breakdown

Mistral

ai chat

Strong featuresHallucinations

16 mentions analyzed

Full breakdown

Scaleway

cloud storage

Fair pricingLimited data

5 mentions analyzed

Full breakdown

DeepSeek

ai chat

Fair pricingCompared to rivals

16 mentions analyzed

Full breakdown

Kling

ai video

Compared to rivalsBugs

5 mentions analyzed

Full breakdown

Perplexity

ai chat

AI qualityAI quality

6 mentions analyzed

Full breakdown

Live

Real sentiment tracking, running now

Live data from the products with our deepest archives

Mistral

Mistral AI provides open and commercial large language models and the Le Chat conversational assistant for developers and businesses.

Pulse Score

Pulse Score by Week

Top Praise

Strong features5

AI quality2

Top Complaints

Hallucinations1

AI quality1

View the full breakdown

What the community is saying about Mistral

"Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments.I built Forge, an open-source reliability layer for self-hosted LLM tool-calling.What it does:- Adds..."

Hacker News · 687 upvotesSource

"This sits inside Balladic, which my team and I have been bootstrapping over the past year. You're welcome to check it out if you're interested, but I think the part most of you..."

Hacker News · 8 upvotesSource

"Re: "The AI Model Nobody's Talking About — Mistral 3.5 & The Sovereignty Question". 120b dense requires insane firepower to run unless you can stomach 1 tps lol. I switched..."

YouTube · 3 upvotesSource

Short excerpts from public discussion, linked to their original context.

Live community sentiment from 16 relevant public mentions. Updated weekly.

Interactive tools

Compare, calculate, track trends, and spot what to build next - all powered by live community sentiment

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Demand Sentiment

See what tools people want before you build them

What people say about AI and software tools online, turned into buildable ideas.

24 weekly opportunities with Solo, Team, and Enterprise angles
Summary of what people like and what they want right now
Full backlog of past weeks for Pro members
Grounded in real complaints, praise, and gap signals

Explore opportunities

Tool ideas to build

This week

Opportunities

Solo

Reliability-focused coding assistant

Why: Bugs dominate complaints

Team

Privacy layer for AI chat tools

Why: Trust gaps in enterprise

Product Comparison

Compare up to four tools side by side with live scores

Put products next to each other with Pulse Scores, pros and cons, key features, and pricing pulled from the same community data that powers Pulse.

Live Pulse Scores for every product in the comparison
Pros, cons, and feature lists from tracked sentiment
Pricing and positioning at a glance
Shareable comparison links for your team

Start comparing

Side-by-side comparison

3 products

Cursor

Pulse Score

Copilot

Pulse Score

Codeium

Pulse Score

Strong autocomplete✓ ✓ ✓

IDE integration✓ ✓ ✓

Stack Calculator

Know what your stack costs and how healthy it is

Add the tools your team runs, see monthly spend by seat, and check live community sentiment for every product in your stack before you renew or replace.

Monthly cost totals with per-seat breakdowns
Live sentiment health for each tool you add
Spot expensive tools with weak community trust
Built for founders, ops leads, and finance teams

Calculate your stack

Stack cost calculator

5 seats

Notion

Pulse Score 72

$48/mo

Linear

Pulse Score 81

$32/mo

Figma

Pulse Score 68

$45/mo

Monthly total$125

Sentiment Movers

Catch rising tools and fading favorites early

See which AI tools are gaining and losing community trust over time, ranked by tracked sentiment change across the categories we monitor.

Biggest risers and fallers updated from live archives
Filter by category to focus on your market
Week-over-week change with current Pulse Score
Jump straight to any product profile

See sentiment movers

Sentiment movers

Last 4 weeks

Claude

+1284

Midjourney

+871

Jasper

-952

Hype vs Reality

Separate buzz from tools people actually trust

Plot mention volume against tracked community sentiment to find proven favorites, polarizing tools, and products that get talked about more than they deserve.

Proven favorites with high volume and strong sentiment
Polarizing or overhyped tools surfaced clearly
Category-level view of hype gaps
Grounded in the same data behind Pulse Scores

See hype vs reality

Hype vs reality

By mention volume

ChatGPT

Proven favorite

Sora

High hype

Humane AI

Overhyped

Avg proven score

Avg overhyped score

Get every opportunity, every week

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Community Sentiment

Track weekly sentiment scores (0-100) built from real public discussion across tech communities. See what users praise and complain about.

Guides & Analysis

Data-grounded articles and deep-dive reports. Every recommendation backed by real community feedback and sentiment trends.

Latest from the Blog

Data-grounded analysis and guides

View all articles

GeneralJun 17, 2026

What Community Chatter Says About AI Tools Right Now

158 mentions across 12 products paint a mixed picture for May 2026. Gemini surges, GitHub Copilot struggles, and Obsidian stays quietly dominant.

Read Article

GeneralJun 8, 2026

Inside the Numbers: How AI Chat Tools Split Opinion

A look at aggregated community sentiment across four AI tools, where Claude dominated mentions, DeepSeek surged, and Claude Code took the steepest fall.

Read Article

businessJan 30, 2026

What is Facilities Management? Features, Benefits, Examples

Facilities management has a role in keeping buildings and facilities running smoothly. It covers many tasks like maintaining equipment, planning spaces, and ensuring safety.

Read Article

See what communities really think

Weekly Pulse Scores, praise and complaint themes, and trend lines for the AI tools and software people are actually talking about.

Explore the Pulse Dashboard Custom data reports