# IRI vs Pensa Systems

The clearest difference is rating: Pensa Systems at 4.0 against IRI's 3.1. Pensa Systems also leads on review sentiment (50% vs 29%). IRI's advantage is iOS requirement (14.7 vs 16.0). On price, ratings volume, update cadence and ads there is nothing between them.

Both are free to download. Neither carries in-app purchases, so what you see is what you pay.

Pensa Systems holds the better App Store score, 4.0 against 3.1. Both are backed by a comparable volume of ratings — 21 and 12 respectively. Written reviews point the same way: 29% of IRI's written reviews are positive against 50% of Pensa Systems's.

Both ship on a similar rhythm, roughly every 3 weeks. The most recent releases landed on July 7, 2026 and September 8, 2026 respectively.

## The numbers

| Metric | IRI | Pensa Systems |
| --- | --- | --- |
| Price | Free | Free |
| Rating | [3.1 (21 ratings)](https://appshunter.io/ios/app/iri-data-collection/id1599573538/reviews) | **[4.0 (12 ratings)](https://appshunter.io/ios/app/pensa-systems/id1658573319/reviews)** |
| Number of ratings | **21** | 12 |
| Positive reviews | 28.6% of reviews | **50.0% of reviews** |
| In-app purchases | No | No |
| Ads | No | No |
| Update frequency | Every 3 weeks | Every 3 weeks |
| Monetization | Free | Free |
| Size | 35 MB | 65 MB |
| Requires iOS | **14.7** | 16.0 |
| Devices | iPhone, iPod | iPhone, iPad |
| Age rating | 4+ | 4+ |
| Developer | [Circana, Inc.](https://appshunter.io/developer/925641919) | [Pensa Systems](https://appshunter.io/developer/1658573321) |

## What reviewers say

### IRI

[App page](https://appshunter.io/ios/app/iri-data-collection/id1599573538)

This app allows field service representatives to scan product barcodes in grocery stores. The collected data helps assess and improve product and store performance, offering job independence and flexible work.

**Highlights:** Scan product barcodes, Collect in-store product data, Assess product performance, Improve store performance, Job independence, Flexible weekly work

**Features:** Vision Pro support

**In-app purchases:** none


### Pensa Systems

[App page](https://appshunter.io/ios/app/pensa-systems/id1658573319)

This application uses patented computer vision and AI to capture highly accurate videos of retail shelf conditions, identifying out-of-stocks. It digitizes shelves to provide actionable business insights for operational and strategic decision-making.

**Highlights:** Accurate retail shelf condition capture, Identifies out-of-stocks, AI and computer vision processing, Digitizes shelves for insights, Select specific retail stores, Scan associated shelves, Track upload progress

**Features:** macOS Compatibility, Vision Pro support

**In-app purchases:** none


## Frequently asked questions

### Is IRI free?

IRI is free to download, with no in-app purchases.

### Is Pensa Systems free?

Pensa Systems is free to download, with no in-app purchases.

### Which has better reviews, IRI or Pensa Systems?

Pensa Systems is rated higher. IRI averages 3.1 out of 5 from 21 ratings, while Pensa Systems averages 4.0 from 12 ratings.

### Do IRI or Pensa Systems have ads?

Neither IRI nor Pensa Systems shows ads.

### Which is updated more often, IRI or Pensa Systems?

IRI ships an update every 3 weeks, and Pensa Systems every 3 weeks. Most recently, IRI was updated on July 7, 2026 and Pensa Systems on September 8, 2026.

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*Compared by [AppsHunter](https://appshunter.io/) from daily US App Store data. Review summaries are generated from verbatim App Store reviews.*