You sign up for an AI note-taker because the pricing page says unlimited. That sounds simple enough. Then three weeks later, the friction shows up somewhere else. The transcript still works, but the AI summary is locked. The recording is still there, but the free archive is almost full. Or the call was captured just fine, except the tool quietly plans to delete it in ninety days.
The problem is not false advertising so much as selective emphasis. In this category, recording volume is only one meter. AI summaries, credits, storage limits, retention windows, and where the durable copy lives are separate meters. Vendors highlight the generous one and hope buyers do not notice the tighter one until later.
This is why buyers who depend on meeting notes every day should compare the cap that hurts the workflow, not the headline claim. This guide looks at four tools that get mentioned in high-volume note-taking conversations and names the specific ceiling each one imposes.
Quick Verdict
- Best free tier for raw capture: Fathom. Unlimited recordings and transcripts, but only 5 AI summaries per month on the free plan.
- Best multilingual cloud option if you are ready to pay: Fireflies. Broad language support, but the free plan is constrained by an 800-minute storage cap, 20 AI credits per month, and a 2-hour meeting limit.
- Best if clip-sharing matters more than archive permanence: tl;dv. Unlimited recordings on free, but AI summaries run out quickly and free recordings auto-delete after 3 months.
- Best if you want predictable paid usage with no summary meter: AmyNote. No forever-free tier, but paid plans remove per-minute recording caps and AI summary throttles entirely.
The hidden cap that hurts most teams is rarely recording. It is usually the cap on retrieval, retention, or AI output after the meeting ends.
What Counts as a Hidden Cap
Not every limit is bad. Entry plans need boundaries. The issue is that many buyers only compare minutes recorded, even though that is not what breaks the workflow. If your team records everything but can only summarize five meetings, the useful cap is five. If you can store only 800 minutes total, the useful cap is the archive, not the recorder.
For heavy users, four limits matter more than the word unlimited:
- Recording volume. Can the tool keep capturing meetings without a per-minute wall?
- AI output limits. How many summaries, credits, action-item generations, or follow-up workflows are included before the product becomes transcript-only?
- Retention policy. Does the archive stay available, or does it expire unless you upgrade?
- Storage and privacy architecture. Where does the durable copy live, and who controls retention after processing?
Those four questions matter more than almost any homepage comparison grid. They decide whether a note-taking tool feels generous for one demo or reliable after six months of real usage.
How the Caps Show Up in Practice
Fathom: generous for recording, selective on AI
Fathom has one of the cleanest free offers in the category for people who mainly want raw capture. The free plan includes unlimited recordings and transcription, which removes the anxiety many users feel with minute-based tools. If your workflow is mostly "record first, decide later," that is a meaningful advantage.
The catch is that Fathom meters the layer most people actually use to save time: AI summaries are capped at 5 per month on free. That means high-volume users can build a large transcript archive, but the AI assistance runs out quickly unless they upgrade. Premium sits at $19 per month, or roughly $15 per month on annual billing.
Best fit: users who record lots of meetings and only need polished AI output for a handful of them each month.
Fireflies: storage becomes the real meter
Fireflies is strong on integrations and broad language support, which is why it stays on so many shortlists. But its free plan is a classic example of how a product can feel generous and restrictive at the same time. The transcript engine may be there, but the workflow is shaped by the storage pool and credit pool around it.
On free, Fireflies caps users at 800 minutes of storage, gives only 20 AI credits per month, and limits recordings to 2 hours per meeting. That means the practical bottleneck is not whether you can start recording. It is whether your archive survives normal usage without aggressive deletion. For teams running multiple calls per day, the free plan behaves less like a real operating tier and more like a proving ground for Pro.
Best fit: teams that want Fireflies' language breadth and integrations, and already expect to move onto a paid plan.
tl;dv: unlimited capture with a ticking clock
tl;dv is appealing because it removes the recording wall almost entirely on entry plans. The free tier includes unlimited recordings and transcripts in 30+ languages, which is enough to make the product feel unusually open compared with other tools in the space. If your comparison stops there, tl;dv looks like one of the least restrictive options available.
The real limitation is time, not volume. Free recordings auto-delete after 3 months, which means the archive never really becomes institutional memory unless you upgrade. AI summaries are also tightly limited at 10, with current sources differing on whether that resets monthly or behaves as a hard total. Either way, it is a quick ceiling for regular users. Paid pricing starts at $18 per user per month annually, or $29 monthly.
Best fit: teams that care more about sharing clips and fast review than long-term archive durability on the free tier.
AmyNote: paid-only simplicity instead of free-tier complexity
AmyNote solves the hidden-cap problem differently. It does not try to win the category by stretching a forever-free plan. Instead, it offers a 3-day free trial with no credit card, then moves users to paid plans that do not impose per-minute recording caps or AI summary throttles. That makes it less attractive for endless free usage, but more predictable for professionals who know they will use the tool continuously.
The other structural difference is workflow scope. AmyNote is not limited to video calls. It is designed for in-person conversations, phone calls, and meetings away from a laptop, which matters if your archive includes field work, client lunches, hallway conversations, site visits, interviews, or consults. Transcription runs through OpenAI's latest Speech API, while AI analysis and summaries are powered by Anthropic's Claude Opus.
Best fit: users who want a flat, predictable paid tool instead of a free plan full of secondary meters, especially if meetings happen outside Zoom.
Side-by-Side Comparison
| Criteria | Fathom | Fireflies | tl;dv | AmyNote |
|---|---|---|---|---|
| Entry-plan recording limit | Unlimited recordings and transcripts | 2-hour max per meeting | Unlimited recordings and transcripts | 3-day trial, then no per-minute paid cap |
| AI limit that bites first | 5 AI summaries/month on free | 20 AI credits/month on free | 10 AI summaries on free | No AI summary throttles on paid |
| Archive limit | Storage is not the main free bottleneck | 800 minutes total storage on free | Free recordings auto-delete after 3 months | Local archive on device |
| Paid entry price | $19/mo or about $15/mo annual | Paid tiers start above free limits | $18/user/mo annual or $29 monthly | Paid-only after trial |
| Meeting style | Online meeting workflow | Cloud meeting workflow | Video-call workflow with clip sharing | Online and in-person meetings |
Privacy and Archive Durability Matter as Much as Price
Pricing comparisons usually stop at minutes and credits, but the more durable question is where the meeting archive lives after processing. A storage bucket is not just a pricing constraint. It is a design choice about whether your transcript history is meant to become a long-term knowledge base or a short-term convenience.
That is why tl;dv's 3-month deletion window matters. It changes the product from archive to staging area unless you upgrade. Fireflies' 800-minute free storage cap creates a different pressure: the archive can exist, but only until it crowds itself out. These are not small plan details. They shape how much trust users can place in the system as a long-term memory layer.
AmyNote's architecture takes a different position. Transcription runs through OpenAI's Speech API, and AI analysis is powered by Anthropic's Claude Opus. Both providers contractually guarantee that user data is never used for model training. Audio is encrypted in transit, processed, and not retained on provider servers. All transcripts and recordings are stored locally on the user's device with end-to-end encryption.
No archive countdown. No separate storage bucket to fill on a vendor dashboard. No need to guess whether the free plan is quietly training you into a paid rescue later. For privacy-sensitive professionals, that difference is often more important than the first month's price.
Choosing the Right Tool
- Identify the cap you actually hit first. Some teams run out of AI summaries before they run out of recording volume. Others hit storage or retention long before they hit minutes.
- Decide whether you want a free tier or predictable paid usage. Free is only better if the workflow remains usable after the first week.
- Check whether your meetings are only on video. If important conversations happen in person, desktop- and bot-centric tools cover less of the real workflow than they appear to.
- Ask where the durable copy lives. Storage policy, deletion policy, and retention are part of the product, not administrative details.
- Compare AI output limits, not just transcript limits. A transcript without summarization, action items, or retrieval may still leave most of the manual work in place.
- Price the upgrade path honestly. Many tools look inexpensive until the cap you care about disappears only on a much higher tier.
The Bottom Line
There is no single winner because the useful definition of unlimited depends on what you need to keep doing. Fathom is the strongest free option if your priority is recording as much as possible. Fireflies works well when integrations and language support matter more than free-tier generosity. tl;dv is attractive if you care about fast review and shareable clips, but its retention clock changes the economics of long-term use.
AmyNote takes the opposite approach: skip the forever-free story, charge after a short trial, and remove the summary and minute meters that make heavy users second-guess every meeting. That makes it especially compelling for professionals who want a stable paid workflow, strong privacy defaults, and support for in-person conversations rather than just video calls.
If you are evaluating tools in this category, read the pricing page twice and the retention policy once. The cap that matters is rarely the one in the hero headline. It is the one that quietly changes your behavior after the archive starts to matter.
Originally published as an X Article.
