---
title: "What AI recommends for error tracking (August 2026)"
description: "What AI recommends for error tracking, updated monthly: which tools Claude · Claude Haiku 4.5, Claude · Claude Opus 4.8, Claude · Claude Sonnet 4.6, ChatGPT and Gemini named in August 2026 when developers asked \"What should I use for error tracking?\", cross-referenced with what developers say about them."
source: https://backtalk.sh/ai-recommends/error-tracking
---

# What AI recommends for error tracking (August 2026)

When developers ask "What should I use for error tracking?", this is what Claude · Claude Haiku 4.5, Claude · Claude Opus 4.8, Claude · Claude Sonnet 4.6, ChatGPT and Gemini answer, measured over 75 sampled answers across 1 probe runs. Share of voice is the percentage of sampled answers naming the tool; the dev pulse is the sentiment of the same month's developer mentions on Hacker News, Reddit, GitHub, Stack Overflow, Bluesky and more.

| # | Tool | AI share of voice | Change vs prior month | Named by | Dev pulse |
|---|------|------------------:|----------------------:|----------|-----------|
| 1 | Sentry | 86.7% | new | Claude · Claude Haiku 4.5, Claude · Claude Opus 4.8, Claude · Claude Sonnet 4.6, ChatGPT, Gemini | not tracked |
| 2 | Bugsnag | 80% | new | Claude · Claude Haiku 4.5, Claude · Claude Opus 4.8, Claude · Claude Sonnet 4.6, ChatGPT | not tracked |
| 3 | Rollbar | 80% | new | Claude · Claude Haiku 4.5, Claude · Claude Opus 4.8, Claude · Claude Sonnet 4.6, ChatGPT | not tracked |
| 4 | Honeybadger | 54.7% | new | Claude · Claude Haiku 4.5, Claude · Claude Opus 4.8, Claude · Claude Sonnet 4.6, ChatGPT | not tracked |
| 5 | GlitchTip | 44% | new | Claude · Claude Haiku 4.5, Claude · Claude Opus 4.8, Claude · Claude Sonnet 4.6, ChatGPT | not tracked |
| 6 | Airbrake | 28% | new | Claude · Claude Haiku 4.5, Claude · Claude Opus 4.8, Claude · Claude Sonnet 4.6, ChatGPT | not tracked |

> Sentry appears in 86.7% of AI answers about error tracking, named by 5 of 5 models.

Source: BackTalk AI Recommendation Standings, August 2026 · https://backtalk.sh/ai-recommends/error-tracking

## The prompts behind these standings

- What should I use for error tracking? (recommendation)
- What are the best Sentry alternatives? (alternatives)
- Which error monitoring tool is best for a small team? (recommendation)

## Method

August 2026 is the current month: this is a live preview that updates as answers come in. It is finalized once the month ends and then never changes. Cite finalized months by permalink. Full methodology: https://backtalk.sh/ai-recommends/methodology (as markdown: https://backtalk.sh/ai-recommends/methodology.md). Free to cite with attribution to "BackTalk AI Recommendation Standings" and a link.

## Archive

- https://backtalk.sh/ai-recommends/error-tracking/2026-08.md