Skip to content
Comparison · Checked 21 August 2026

summarize.tech is down. Here is what to use instead.

summarize.tech is offline, not slow. As of 21 August 2026 it returns HTTP 503 with the header x-vercel-error: DEPLOYMENT_PAUSED, which is what Vercel serves when a project's deployment has been paused, not crashed. It has been in that state since at least July 2026. If you want the closest free like-for-like replacement, use Gemini or NoteGPT. If you landed here because you kept feeding it video after video from the same channel, you were using a summarizer to do a search job, and Taffy is built for that instead.

summarize.tech did one thing well: paste a URL, get a chaptered summary, pay nothing. That is a real gap now, and most pages telling you it is "still a great option" have not loaded the site.

Eight replacements below, ranked by what they can actually read, not by how the landing page describes them.

How did we check these?

The 503 is a live reading, not a rumour. We requested the homepage on 21 August 2026 and got back HTTP/2 503 from Vercel with x-vercel-error: DEPLOYMENT_PAUSED. A paused deployment is a billing or owner action, not an outage, so "wait a day and retry" is bad advice.

Prices were read off each vendor's own live pricing page the same day where that page is public. Two vendors, Eightify and Mindgrasp, no longer publish one at all: both return 404 on /pricing, and their numbers sit behind signup or inside the extension. Where we could not see a figure ourselves, the entry says corroborated and names where it came from. We would rather flag a gap than print a number we did not verify.

Capability claims come from running every tool against the same task: take one YouTube channel and answer a question that spans several of its uploads. Two columns settle most of it: whether a tool reads the whole channel, and whether it reads the comments. Taffy is our product, and the section on where it is the wrong choice is as long as the section on where it wins.

What did summarize.tech actually do?

  • • Chaptered, timestamped summaries of a single YouTube video from a pasted URL.
  • • Free, with no account required for short videos. That was most of the appeal.
  • • Transcript-only. It never read comments.
  • • One video at a time. No channel-level view, no memory between videos.
  • • No export, no API, no way to query across everything you had summarized.

The eight replacements, side by side

Tool Whole channel Comments Cites timestamp Price (checked 21 Aug 2026)
Taffy Yes Every comment Yes $9 · $199
Gemini No No Within one video Free; Pro $19.99
NoteGPT 2–20 channels by tier No Within one video $9 / $19.92 / $69
NotebookLM One video per source No Source-level Free; bundled plans
Eightify No Top comments, one video Within one video No public pricing page
Glasp No No Within one video Free; $15; $36
ChatGPT No No Unreliable Free; Plus $20 (corroborated)
Recall No No No Free; Plus $10 (corroborated)
summarize.tech Offline. HTTP 503, DEPLOYMENT_PAUSED, checked 21 August 2026.
01

Is Taffy a good summarize.tech alternative?

$9 Library / $199 Creator Club

Only if your problem was never really summarizing. Taffy indexes an entire YouTube channel, every transcript and every comment, and answers questions against the whole thing, cited to the episode and timestamp.

Here is the tell. If you used summarize.tech once a week on random videos, Taffy is overkill and Gemini is your answer. If you found yourself pasting the eighth Huberman URL in a row trying to remember which episode covered the thing you half-remember, that was a search problem wearing a summarizer's clothes. Summarizers need you to already know which video to open, which is the hard half of the job.

The honest tradeoff is narrowness. summarize.tech took any URL you gave it. Taffy works on channels in its catalogue (19 as of 21 August 2026, with weekly additions) or, on Creator Club, on your own channel and three competitors. It will not summarize the one-off conference talk you found yesterday.

Best for: questions that span a channel, plus what viewers said underneath
Watch out for: not a paste-any-URL tool; works on indexed channels
02

Is Gemini a good summarize.tech alternative?

Free; Pro $19.99/mo

The closest free like-for-like. Paste a YouTube URL, get a summary, pay nothing. That is the summarize.tech shape almost exactly, and for most people arriving here it is the right answer.

It handles long videos comfortably and you can follow up conversationally, which summarize.tech never allowed. What you lose is the clean chaptered format. Gemini's output is prose unless you ask it for timestamps, and its timestamps are less reliable than a purpose-built summarizer's.

Best for: free, instant, single-video summaries
Watch out for: no persistent index; formatting varies run to run
03

Is NoteGPT a good summarize.tech alternative?

$9 / $19.92 / $69 per month

The most feature-complete paid replacement, and the only tool here besides Taffy that acknowledges channels exist. Pro at $9/mo summarizes 2 channels and processes 5 videos at once; Unlimited at $19.92/mo raises that to 10 channels; Max at $69/mo to 20.

Read those channel numbers carefully, because they are the reason NoteGPT is not simply the answer to everything. "Summarize a channel" there means generating summaries across its videos, not building a searchable index you can ask questions against. And 2 channels on the entry tier is a low ceiling if channel research is your actual job.

Best for: notes, flashcards and summaries out of many videos
Watch out for: channel caps are low; summarizing is not searching
04

Is NotebookLM a good summarize.tech alternative?

Free; bundled into paid Google plans

Better than summarize.tech ever was at the thing it does, which is holding a set of sources you chose and reasoning across them. Its grounding is tight and citations point back into your source.

The mismatch is shape. You add sources one at a time, by URL, against a per-notebook cap. That is fine for six videos and a few PDFs. It is the wrong container for a channel with four hundred uploads, and raising the cap would not change that. It also never reads comments.

Best for: a few videos alongside PDFs and papers
Watch out for: manual source-by-source ingestion; no comment data
05

Is Eightify a good summarize.tech alternative?

No public pricing page

A browser extension that puts key ideas next to the video you are already watching, and the only tool on this list other than Taffy that reads comments at all. Its "Top Comment Overview" surfaces what viewers said about the one video open in front of you.

Worth knowing before you commit: eightify.app/pricing returned 404 on 21 August 2026, so pricing lives inside the extension after install. Third-party trackers cite roughly $4.99–$9.99/mo for Premium, but the figures disagree with each other and we could not confirm any of them at source. Install first, then decide.

Best for: watching a video and wanting the gist plus comment sentiment
Watch out for: pricing not published; strictly one video at a time
06

Is Glasp a good summarize.tech alternative?

Free; Pro $15/mo; Unlimited $36/mo

A highlighter first, a summarizer second. Glasp is built around saving passages you chose from videos and articles, then revisiting them later, with a social layer showing what other people highlighted.

Prices went up on 1 May 2026: Pro from $12 to $15/mo, Unlimited from $30 to $36/mo, with a student discount still available on the Pro annual plan. If what you liked about summarize.tech was that it did the reading for you, Glasp is a philosophical mismatch. It assumes you are doing the reading and want to keep the good bits.

Best for: collecting and revisiting passages you picked yourself
Watch out for: you do the curating; no channel-level anything
07

Is ChatGPT a good summarize.tech alternative?

Free; Plus $20/mo (corroborated)

Serviceable when it works, and it is already open in a tab, which counts for something. Paste a URL and you will often get a decent summary.

The failure mode is quiet and worth naming. When it cannot retrieve the transcript it will sometimes produce a confident summary from the title, the description and whatever it already knows about the creator. That reads exactly like a real summary. For anything you plan to rely on, verify a claim against the video before you quote it.

Best for: a quick gist when you already pay for it
Watch out for: can summarize a video it did not actually read
08

Is Recall a good summarize.tech alternative?

Free; Plus $10/mo (corroborated)

A personal knowledge base that summarizes what you save and links it into a growing graph of your own material. Good if the summary was never the point and the remembering was.

It is the weakest fit on this list for a straight summarize.tech swap, because it is built around a library you curate over months, not a URL you paste once and forget. Pricing is corroborated from third-party trackers, not read at source.

Best for: building a personal library over time
Watch out for: slowest path to a one-off summary

How do you pick a replacement?

One question sorts this list: was summarize.tech solving a video problem or a channel problem for you?

  • One video, free, right now. Gemini. Closest thing to what you lost, costs nothing.
  • Many videos, and you want notes out of them. NoteGPT at $9/mo.
  • A video among PDFs and papers. NotebookLM.
  • Reading alongside the video, comments included. Eightify.
  • Passages you chose, kept for later. Glasp or Recall.
  • A whole channel, and you do not know which video. Taffy. This is the case the others structurally cannot serve.

The trap is picking another summarizer when the thing that kept bringing you back to summarize.tech was not knowing where something was said. A summarizer needs the URL first. If you had the URL, you would not be looking.

Is summarize.tech coming back?

Possibly. DEPLOYMENT_PAUSED is reversible in a click. It is not a deleted project or an expired domain. Someone with access to the Vercel account could restore it this afternoon.

We would not plan around it. The site has been paused since at least July 2026, the pause is deliberate, not accidental, and there has been no public word about it. Treat it as gone, migrate, and be pleasantly surprised if it returns. We recheck this page monthly and will say so here if the status changes.

Bottom line

summarize.tech is paused, not broken, and nobody should be recommending it in 2026 without loading it first. For a free single-video summary, Gemini is the honest answer and we would rather tell you that than pretend otherwise.

Taffy earns its place here only for the people who were using summarize.tech as a search engine — pasting URL after URL from the same creator, trying to find where something was said. Library is $9/mo for indexed channels with timestamped citations. Creator Club is $199/mo and indexes your own channel plus three competitors.

Frequently asked questions

As of 21 August 2026 it returns HTTP 503 with the Vercel header x-vercel-error: DEPLOYMENT_PAUSED. A paused deployment is an owner or billing action, not a crash, so retrying later will not help. It has been in this state since at least July 2026.

Gemini. Paste a YouTube URL and get a summary at no cost, which is the closest match to what summarize.tech did. NoteGPT, Glasp and Recall also have free tiers, and NotebookLM is free to start.

No public explanation has been given. The DEPLOYMENT_PAUSED header points to the deployment being paused deliberately on Vercel instead of failing, which usually means a billing lapse or an owner decision. It is reversible, so the site could return without warning.

Two. Eightify shows a top-comment overview for the single video you are watching. Taffy indexes every comment across an entire channel alongside the transcripts. None of the other tools on this page read comments at all.

Taffy indexes entire channels, transcripts and comments together, and cites answers to the episode and timestamp. NoteGPT summarizes across a limited number of channels — 2 on the $9 tier, 10 on $19.92, 20 on $69 — but that produces summaries rather than a searchable index.

Transparency note: Taffy is our product. We ranked it first for readers with a channel-shaped problem and said plainly that Gemini is the better answer for the single-video case that most of this page's visitors actually have.

Where these numbers came from

AA

Written by

Arun Agrahri

Founder, Taffy

I build Taffy, which indexes every transcript and every comment on a YouTube channel. Most of my time goes into running channels through the pipeline and reading what falls out. The claims on this page were checked against live sources on 9 July 2026.

[email protected]