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m-bain

UNCLAIMED
1 product across 1 layer

m-bain has 1 listed product in the AI stack directory. The listing is unclaimed and built from public sources.

Website ↗

Products — grouped by layer

each links to its own page
MODEL / FOUNDATION
whisperxWhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)Speech and audio2 recorded

ONE COMPANY, EVERY LISTING WE HOLD FOR IT · A PRODUCT APPEARS UNDER THE LAYER IT SITS IN

A product missing here? An org page lists only what the directory holds — submit a product.

Claiming, and what follows

What claiming this unlocks

Everything below hangs off the organisation, not off one product.

Every listing at once — One domain proved, and the claimed badge and edit rights apply to all of them. Not one claim per product.

Your own words — Tagline, description, docs link and logo, saved as typed. Facts, prices and rankings stay as we read them.

Seats and roles — Invite colleagues by address, each with a role. There is no invite link to leak or forward.

The gaps, named — What we could not read on your listings — an unpriced product, an unanswered attribute — with the page that fixes it.

Page views — How often each listing was opened. It counts views rather than people, and it cannot be audited — said here as it is said there.

Managing products, once claimed

A vendor screen, not only an operator one — but with two limits the database imposes.

Add a productEdit products · after the claimArchive · ask an operator

A product you add enters the same review queue as one we discovered. You cannot publish yourself into a ranked layer, and you cannot set the category — both are ungranted writes, not withheld features.

Archive, never delete. An archived product keeps its price history and its inbound links, and stops appearing in rankings.

Frequently asked about m-bain

What does m-bain sell?
1 listed product across one layer — Model / Foundation. Each has its own page carrying its own sources, and the figures on this page are the same readings those pages show.
Who maintains this page?
Nobody at m-bain. This listing is built from public pages and reader contributions, and is unclaimed: no value on it came from the company. Somebody with an address at their own domain can claim it.
How do I claim the m-bain listing?
From an address at the company's own domain. A verified claim lets you supply values, correct them and respond to disputes. It does not let you remove a listing, hide a comparison, or change a figure somebody else recorded with a source.
Is this everything m-bain makes?
It is everything we have read and can cite — 1 product. A company is listed under the organisation record its products point at, and where a company appears under more than one record, each holds the products filed against it. A directory claiming completeness would be making a promise it cannot keep.
Can m-bain pay to change what this page says?
No. Nothing on this page is for sale: a sponsor cannot enter a table, reorder a list or change a figure, and a claim grants correction rights rather than editorial ones. What anyone can do — the company, a competitor or a reader — is dispute a value with a source. How the site is paid for is set out under money and independence at /our-data#sec5.
How current is this?
Every value carries the date it was read and links to the page it came from. Prices are re-read most often; anything past 21 days is hidden rather than shown stale. The change feed on this page lists what moved in the last 30 days, and says plainly where a reading is first contact rather than a change.

Work at m-bain?

Everything here hangs off the organisation, not off one product — proving the domain once grants edit rights over its listing. It grants the admin seat and nothing beyond it: prices and benchmarks stay as we read them.

Claim this organisation

Free · email at the domain