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Microsoft Copilot

Ranked 5 of 26 AI assistants by recommenders

Valued for tight Microsoft 365 integration that finds work documents while respecting access permissions; critics dislike Copilot buttons pushed everywhere, confusing branding and made-up links.

Valued for tight Microsoft 365 integration that finds work documents while respecting access permissions; critics dislike Copilot buttons pushed everywhere, confusing branding and made-up links.

915 people gave an opinion

recommend it
139
criticize it
776
approval share
15%
Each figure is 10 people. RecommendsCriticizes

Recommended in 12 of 13 months

  1. November 2025: recommended
  2. December 2025: recommended
  3. January 2026: recommended
  4. February 2026: recommended
  5. March 2026: recommended
  6. April 2026: recommended
  7. May 2026: recommended
  8. June 2026: recommended
  9. July 2026: recommended
  10. August 2026: recommended
  11. September 2026: recommended
  12. October 2026: recommended
  13. November 2026: not recommended (month in progress)

Owned for 1 year

Median of the 4 owners who said how long they have had it.

Each square is one year.

Why it doesn’t carry the badge

  • 139 people recommend itNeeds 10 or more, met.
  • 0.1 recommenders for every criticNeeds 2 to 1 or better, not met.
  • Recommended in 12 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Deep Microsoft 365 work integration

    “it can treat your organisational SharePoint sites and OneDrive locations as sources, but do so in a manner that respects what you as a user has access to”

    Comment from 6 Apr 2026 in “OpenAI's fall from grace as investors race to Anthropic”

    “In some ways I don't mind it in onenote because it actually succeeds in finding stuff the search function doesn't.”

    Comment from 5 Jan 2026 in “Microsoft CEO resorts to blogging in defense of AI”

    “it's nicely integrated with the wider 365 ecosystem and it has saved me a bunch of time on tedious tasks”

    Comment from 29 Nov 2025 in “Users brutually reject Microsoft's "Copilot for work" in Edge and Windows 11”
  • Enterprise data security and privacy

    “it can treat your organisational SharePoint sites and OneDrive locations as sources, but do so in a manner that respects what you as a user has access to”

    Comment from 6 Apr 2026 in “OpenAI's fall from grace as investors race to Anthropic”

    “My company, for instance, sent a memo stating we must use Copilot with our corporate accounts for data security.”

    Comment from 29 Nov 2025 in “Leak confirms OpenAI is preparing ads on ChatGPT for public roll out”

    “whilst it is very expensive per user it has the benefit of having existing contracts in place”

    Comment from 6 Apr 2026 in “OpenAI's fall from grace as investors race to Anthropic”
  • Helpful for talking problems through

    “Copilot in general seems to encourage reality testing and for me to be careful about attributing other people's reactions to my behaviors”

    Comment from 5 Jan 2026 in “Murder-suicide case shows OpenAI selectively hides data after users die”

    “I had a good conversation with copilot about it and I'm sure I'd get better results with a better prompt”

    Comment from 20 Dec 2025 in “Where Is GPT in the Chomsky Hierarchy?”

    “My experience is that they (at least copilot) are at least on par, if not better, than self help books.”

    Comment from 10 Dec 2025 in “New benchmark shows top LLMs struggle in real mental health care”
  • Saves time on tedious tasks

    “it's pretty rare for it to get all 20, but it's sufficiently faster than opening them up in batches of 50”

    Comment from 14 Mar 2026 in “Claude Code's binary reveals silent A/B tests on core features”

    “it's nicely integrated with the wider 365 ecosystem and it has saved me a bunch of time on tedious tasks”

    Comment from 29 Nov 2025 in “Users brutually reject Microsoft's "Copilot for work" in Edge and Windows 11”

    “30-60 minutes of prompting/reviewing/testing the results can save 5-10x that time if not more for teams”

    Comment from 26 Aug 2026 on Hacker News

What people warn about

Each mark is one comment

  • Copilot buttons forced everywhere

    “yet another push for LLM use similar to Microsoft putting "Copilot" in every single product of theirs?”

    Comment from 28 Jan 2026 in “The new era of browsing: Putting Gemini to work in Chrome”

    “every app tries to connect to telemetry or hook into Copilot and stumbles when the bloat is not there”

    Comment from 4 Nov 2025 in “Win11Debloat – declutter and improve your Windows experience”

    “No, i absolutely never in my life will want Copilot to summarize anything for me and yet guess what button appeared in the UI and i accidentally clicked on last night....”

    Comment from 17 Jun 2026 in “Sixty percent of US consumers say 'AI' in brand messaging is a turnoff”
  • Confusing product names and plans

    “They’ve improved it since the initial launch when the service, model names and plan names all sounded similar and contradictory.”

    Comment from 4 Apr 2026 in “How many products does Microsoft have named 'Copilot'? I mapped every one”

    “It's a feature, not a bug. If nobody can pinpoint which instance is crashing, you can't confidently figure out if you need to cancel the $19/mo, the $30/mo, or the $39/mo SKU. Obfuscation as a service.”

    Comment from 5 Apr 2026 in “How many products does Microsoft have named 'Copilot'? I mapped every one”

    “Google, OpenAI, and Microsoft all have a very confusing product naming strategy where it's all lumped under Gemini/ChatGPT/Copilot”

    Comment from 8 Jan 2026 in “Google Got Its Groove Back and Edged Ahead of OpenAI”
  • Hallucinated facts and links

    “It also wanted AI based fact checking, which quickly crumbled once I started asking about hallucinations.”

    Comment from 20 Nov 2025 in “Measuring political bias in Claude”

    “Copilot got the official website and GitHub right, but linked to a presumably fake X account as well.”

    Comment from 3 Mar 2026 in “I'm losing the SEO battle for my own open source project”

    “Copilot.com can do the search, but external links are invalid made-up stuff for harder questions”

    Comment from 16 Aug 2026 in “Claude: System Prompts”
  • Marketed seriously, disclaimed as entertainment

    “You can't really call something a "Copilot" (implying it's helping you fly the plane) while simultaneously saying it's just for entertainment.”

    Comment from 6 Apr 2026 in “Copilot is 'for entertainment purposes only', per Microsoft's terms of use”

    “Microsoft is simultaneously running ads saying Copilot can run your business and claiming it's only for entertainment purposes in the EULA”

    Comment from 20 Apr 2026 in “CEOs admit AI had no impact on employment or productivity”

Other AI assistants people recommend

The four most recommended other AI assistants, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Microsoft Copilot compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Claude5,1755,00551%136 mo326 owners—
Google Gemini2,1952,23650%136 mo98 owners—
ChatGPT2,1862,88543%131 yr164 owners—
Grok7271,24937%131 mo19 owners—
Microsoft CopilotThis page13977615%121 yr4 owners—
See all 26 AI assistants, ranked

What people said

40 of the 1,122 comments that mention it, newest first. Each links to the original comment.

“Dictation (in non English also), good voice control for pretty much all OS features. Text to Speech.”

MixedComment from 28 Sep 2026 in “The Copilot+ PC brand is dead”

“it was bound to replace everything that Microsoft touches, by virtue of having its buttons everywhere displacing everything else”

CriticizesComment from 26 Sep 2026 in “The Copilot+ PC brand is dead”

“30-60 minutes of prompting/reviewing/testing the results can save 5-10x that time if not more for teams”

RecommendsComment from 26 Aug 2026 on Hacker News

“Copilot.com can do the search, but external links are invalid made-up stuff for harder questions”

MixedComment from 16 Aug 2026 in “Claude: System Prompts”

“copilot integrates out of the box with teams/outlook/office, so it has great company/work context”

RecommendsComment from 1 Aug 2026 in “qm”

“No, i absolutely never in my life will want Copilot to summarize anything for me and yet guess what button appeared in the UI and i accidentally clicked on last night....”

CriticizesComment from 17 Jun 2026 in “Sixty percent of US consumers say 'AI' in brand messaging is a turnoff”

“Copilot is just one more point where things can go wrong, but it's less scary than your emails being captured and held for ransom”

MixedComment from 7 Jun 2026 in “Google will pay SpaceX $920M per month for compute”

“It's been pretty good with a Ghidra MCP at signature scanning for extremely niche undocumented software.”

RecommendsComment from 31 May 2026 in “Microsoft degrades functionality of perpetually-licensed offline products”

“Microsoft is simultaneously running ads saying Copilot can run your business and claiming it's only for entertainment purposes in the EULA”

CriticizesComment from 20 Apr 2026 in “CEOs admit AI had no impact on employment or productivity”

“it can treat your organisational SharePoint sites and OneDrive locations as sources, but do so in a manner that respects what you as a user has access to”

RecommendsComment from 6 Apr 2026 in “OpenAI's fall from grace as investors race to Anthropic”

“You can't really call something a "Copilot" (implying it's helping you fly the plane) while simultaneously saying it's just for entertainment.”

CriticizesComment from 6 Apr 2026 in “Copilot is 'for entertainment purposes only', per Microsoft's terms of use”

“whilst it is very expensive per user it has the benefit of having existing contracts in place”

MixedComment from 6 Apr 2026 in “OpenAI's fall from grace as investors race to Anthropic”

“It's a feature, not a bug. If nobody can pinpoint which instance is crashing, you can't confidently figure out if you need to cancel the $19/mo, the $30/mo, or the $39/mo SKU. Obfuscation as a service.”

CriticizesComment from 5 Apr 2026 in “How many products does Microsoft have named 'Copilot'? I mapped every one”

“They’ve improved it since the initial launch when the service, model names and plan names all sounded similar and contradictory.”

MixedComment from 4 Apr 2026 in “How many products does Microsoft have named 'Copilot'? I mapped every one”

“If integrated properly, something akin to copilot generating Mac shortcuts, with close supervision, copilot could be extremely powerful on the desktop.”

MixedComment from 20 Mar 2026 in “Our Commitment to Windows Quality”

“The dedicated Copilot button on keyboards and adding Copilot shortcuts all over the OS (and automatic popups/ads) was far too far.”

CriticizesComment from 20 Mar 2026 in “Our Commitment to Windows Quality”

“it's pretty rare for it to get all 20, but it's sufficiently faster than opening them up in batches of 50”

MixedComment from 14 Mar 2026 in “Claude Code's binary reveals silent A/B tests on core features”

“Great at finding and discussing docs, conversations, and other work items that it is connected to.”

MixedComment from 13 Mar 2026 in “Personal Computer by Perplexity”

“Copilot got the official website and GitHub right, but linked to a presumably fake X account as well.”

MixedComment from 3 Mar 2026 in “I'm losing the SEO battle for my own open source project”

“Microsoft's product managers however have no imagination, and so they insist on just mindlessly shoving obnoxious Copilot buttons everywhere.”

CriticizesComment from 12 Feb 2026 in “Windows Notepad App Remote Code Execution Vulnerability”

“Does Copilot spit out useless PR comments. 100% yes! Are there tools that are better than Copilot? 100% yes!”

MixedComment from 7 Feb 2026 in “We Mourn Our Craft”

“Imagine if people forgot how to format a document in Word and they depended on Copilot to do this.”

MixedComment from 4 Feb 2026 in “A sane but bull case on Clawdbot / OpenClaw”

“Still I have good discussions with Copilot that help me refine character adjustments and such.”

RecommendsComment from 3 Feb 2026 in “Ask HN: What are the immediate/near/long-term non-corporate benefits of AI?”

“Copilot is very limited in the boxes Microsoft built into it but it is a great tool for average people”

MixedComment from 2 Feb 2026 in “Nvidia shares are down after report that its OpenAI investment stalled”

“yet another push for LLM use similar to Microsoft putting "Copilot" in every single product of theirs?”

MixedComment from 28 Jan 2026 in “The new era of browsing: Putting Gemini to work in Chrome”

“Queue copilot (which is arguably likelty not the ultimate toolchain) which can at least read files it needs etc”

MixedComment from 14 Jan 2026 in “The Insecure Evangelism of LLM Maximalists”

“The other day I got one where the "fact" was an offer to help me pic out the right laptop or tablet to get the most out of copilot.”

CriticizesComment from 10 Jan 2026 in “Microsoft May Have Created the Slowest Windows in 25 Years with Windows 11”

“Google, OpenAI, and Microsoft all have a very confusing product naming strategy where it's all lumped under Gemini/ChatGPT/Copilot”

CriticizesComment from 8 Jan 2026 in “Google Got Its Groove Back and Edged Ahead of OpenAI”

“Copilot in general seems to encourage reality testing and for me to be careful about attributing other people's reactions to my behaviors”

MixedComment from 5 Jan 2026 in “Murder-suicide case shows OpenAI selectively hides data after users die”

“In some ways I don't mind it in onenote because it actually succeeds in finding stuff the search function doesn't.”

MixedComment from 5 Jan 2026 in “Microsoft CEO resorts to blogging in defense of AI”

“I had a good conversation with copilot about it and I'm sure I'd get better results with a better prompt”

MixedComment from 20 Dec 2025 in “Where Is GPT in the Chomsky Hierarchy?”

“copilot is the one provider that is doing a good job of provably NOT training on user data”

RecommendsComment from 15 Dec 2025 in “AI agents are starting to eat SaaS”

“Of course, i have used copilot chat extensively, and since the rollout of deep thinking, it has provided many benefits.”

RecommendsComment from 11 Dec 2025 in “Microsoft Scales Back AI Goals Because Almost Nobody Is Using Copilot”

“My experience is that they (at least copilot) are at least on par, if not better, than self help books.”

RecommendsComment from 10 Dec 2025 in “New benchmark shows top LLMs struggle in real mental health care”

“The tech was fantastic to work with, we had an amazing team, and I am proud of what we accomplished.”

RecommendsComment from 1 Dec 2025 in “A new AI winter is coming?”

“it's nicely integrated with the wider 365 ecosystem and it has saved me a bunch of time on tedious tasks”

RecommendsComment from 29 Nov 2025 in “Users brutually reject Microsoft's "Copilot for work" in Edge and Windows 11”

“My company, for instance, sent a memo stating we must use Copilot with our corporate accounts for data security.”

MixedComment from 29 Nov 2025 in “Leak confirms OpenAI is preparing ads on ChatGPT for public roll out”

“Copilot bridges that gap. If anything, it makes the machine feel more competent because now you can ask for things in natural language”

RecommendsComment from 20 Nov 2025 in “Talking to Windows' Copilot AI makes a computer feel incompetent”

“It also wanted AI based fact checking, which quickly crumbled once I started asking about hallucinations.”

MixedComment from 20 Nov 2025 in “Measuring political bias in Claude”

“every app tries to connect to telemetry or hook into Copilot and stumbles when the bloat is not there”

MixedComment from 4 Nov 2025 in “Win11Debloat – declutter and improve your Windows experience”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.