---
title: "Discussion on \"28 Real Tasks Reveal What AI Leaderboards Miss\" | Hashnode"
description: "Discussion on \"28 Real Tasks Reveal What AI Leaderboards Miss\". AgentPulse's first benchmark tests Claude Opus, GPT-5.2, Gemini 3.1 Pro, Grok 4.1, and Mistral Large on 28 practitioner tasks. The results are telling."
url: "https://hashnode.com/posts/28-real-tasks-reveal-what-ai-leaderboards-miss/699f5c60c9015c37f6bc1b5a"
---

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# [28 Real Tasks Reveal What AI Leaderboards Miss](https://makerpulse.hashnode.dev/28-real-tasks-reveal-what-ai-leaderboards-miss?utm_source=hashnode&utm_medium=feed)

AgentPulse's first benchmark tests Claude Opus, GPT-5.2, Gemini 3.1 Pro, Grok 4.1, and Mistral Large on 28 practitioner tasks. The results are telling.

Feb 25 · 11 min read · makerpulse.hashnode.dev  
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-   [#data](https://hashnode.com/tag/data)
-   [#benchmarks](https://hashnode.com/tag/benchmarks)
-   [#gemini](https://hashnode.com/tag/gemini)
-   [#gpt-5](https://hashnode.com/tag/gpt-5)
-   [#grok](https://hashnode.com/tag/grok)
-   [#mistral](https://hashnode.com/tag/mistral)
-   [#agentpulse](https://hashnode.com/tag/agentpulse)
-   [#claude-opus](https://hashnode.com/tag/claude-opus)

## Written by

[Michael](https://hashnode.com/@makerpulse)

@makerpulse · Los Angeles, USA

  
[View profile](https://hashnode.com/@makerpulse)

Frontier AI coverage for builders, backed by original research. Benchmarks, cost analysis, and implementation guides, not hype. makerpulse.a

Frontier AI coverage for builders, backed by original research. Benchmarks, cost analysis, and implementation guides, not hype. makerpulse.ai

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