Lab Analyst
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E-Bikes — Builds · Speed Tests · Battery Work
We measure everything.
E-bike builds, speed tests & battery work. Real numbers. No fantasy specs. If a brand prints it on the box, we test it on the bench — and we publish what we actually find. Now with a full digital lab: a 3D garage, an engineering toolbox, and the investigation files, all in one place.
Command Deck
Investigations, testing, measurements and technical analysis. The GT50 Files live here.
An interactive 3D bench. Pull the bike apart, tap a component, read what we found on it.
The AI Copilot plus the Engineering Toolbox — calculators that check any spec claim in seconds.
The community deck: discussion categories that run live on Instagram, the bench-knowledge challenge, and your explorer badges.
Deals I stand behind — every partner, every code, disclosed on the card. Search and filter included.
Put It On The Bench: brands and riders submit products for possible independent testing.
The GT50 Tapes podcast on Spotify, the investigation videos, and the discussion threads where questions get answered.
A bike problem or a question about a test? The conversation lives on Instagram — DM is open.
You've seen this bike before. It's coming back changed — two batteries, one question: how far does it really go now? Full measured exposé coming soon. No fantasy specs.
SYS.01 · The Lab — Investigation Center
Advertised vs. measured. We bought the Askgo GT50 with our own money and measured everything. Not sponsored.
OUR MONEY · $650.04 PAID · NOT SPONSOREDThe needle stops where the physics stops. A 20A controller on a 48V system cannot pass more than about 960W — the advertised 5,500W would need roughly 115A.
60% of the battery we paid for. Watt-hours are the honest unit: volts × amp-hours. Run the same check on any bike in the Toolbox.
· Peak power claim: 5,500W advertised, ~960W by the math
· Top speed: 40 MPH advertised, about 30 MPH measured
· Brakes: “dual hydraulic” advertised — front is mechanical
· Steering: stem clamp torn — not rideable
· Genuinely good: the display and the Shimano Tourney TZ 8-speed kit
Every future investigation follows this same framework: the claim, the measurement, the method, the verdict. Nothing published without numbers behind it.
Every quantified claim in Case 001, drawn to the same rule: the grey bar is what was sold, the lit bar is what the bench found, and the chip is the share of the claim the hardware actually delivered. Hover, tap or tab through the rows for the finding behind each bar — or sort the file by how big the gap is.
PEAK POWER — 960W DELIVERED OF 5,500W CLAIMED · 17% OF THE CLAIM
The complete fitted specification from the Case 001 bench record — not the listing. Filter it down to just the discrepancies, or just the parts that checked out, and select any row to read why it matters.
12 SYSTEMS ON THE BENCH RECORD — SELECT A ROW FOR THE FINDING BEHIND IT
Every finding in this file traces back to a piece of evidence — a document, an inspection, or footage you can watch yourself. No finding stands on our say-so alone.
The claims were recorded exactly as advertised before the bike was touched: 5,500W peak, 40 MPH, “dual hydraulic” brakes. That record is the left-hand column of the table above — the benchmark every measurement is judged against.
The battery size wasn't a guess from a spec sheet: the seller confirmed 25Ah (1,200Wh) in writing. That's the number we paid for — and the number the fitted pack is measured against.
Bought outright, not sponsored, not a review unit. Nobody sent this bike and nobody can pull the findings. The receipt is why the verdict column can say whatever the numbers say.
The pack actually on the bike is a 15Ah unit. The math is the evidence: 48V × 15Ah = 720Wh, which is 60% of the promised 1,200Wh — and why it runs out about 40% sooner.
“Dual hydraulic” was the claim; the mechanical cable on the front brake is visible on camera in Part One. Hydraulic systems have no cable to film. Watch it in Part One →
Hands-on, not on paper: the stem clamp metal is torn and the bolts won't tighten. Steering that can't clamp is why the file's verdict is not rideable — full stop.
The follow-up inspection, published as the file grew: what the deeper look found, and the thread where reader questions get answered on the record. Watch Part Two →
Evidence cuts both ways: the display and the Shimano Tourney TZ 8-speed kit were inspected and are exactly what they claim to be. The file credits them in full — that's what makes the rest of the file mean something.
48V × the stock 20A controller = ~960W maximum. The advertised 5,500W would need roughly 115A — through a 20A controller. Reproduce it yourself in the Toolbox; arithmetic is the one witness that can't be argued with.
The case in the order the Lab worked it — claim first, verdict last, nothing published before the evidence was in. The file is kept by evidence rather than by calendar: each stage below is pinned to the evidence items it produced, and the two video exhibits at the end are the footage the findings stand on.
The listing is recorded exactly as sold — 5,500W peak, 40 MPH, “dual hydraulic” brakes — so nothing can quietly move later. That record becomes the left-hand column of the claims table. → EV-01
The battery is not taken from a spec sheet: the seller confirms 25Ah (1,200Wh) in writing. That is the number that gets paid for — and the benchmark the fitted pack is later measured against. → EV-02
$650.04 paid — not sponsored, not a review unit, nobody able to pull the findings. The receipt is what lets the verdict column say whatever the numbers say. → EV-03
Hands on the machine: the fitted pack is a 15Ah unit (720Wh), not 25Ah. A mechanical cable runs to the front brake that was sold as hydraulic — and it is visible on camera. And the stem clamp metal is torn, its bolts refusing to tighten: the bike is not rideable. → EV-04 · EV-05 · EV-06
48V × the stock 20A controller = ~960W maximum. The advertised 5,500W would need roughly 115A through a controller built for 20A. The headline number fails before a wheel ever turns. → EV-09
Part One publishes the inspection; Part Two follows up as the file grows, with reader questions answered on the record. And the evidence cuts both ways: the display and the Shimano Tourney TZ 8-speed kit checked out exactly as claimed, and the file credits them in full. → EV-07 · EV-08
The primary footage. Watch for the front brake cable: the “dual hydraulic” claim dies on camera, because hydraulic systems have no cable to film.
The follow-up inspection as the file grew — and the thread where reader questions get answered on the record, in the comments.
Every AMP HAUS investigation runs the same way:
The GT50's problem was never that it's a weak bike — a 700W nominal motor moving at about 30 MPH is a normal machine. The problem is the gap between the box and the bench: 5,500W that physics won't allow, a 25Ah battery that arrived as 15Ah, “dual hydraulic” brakes with a cable on the front, and a steering stem that tore before it could be ridden.
Verdict: judge this bike by the measured column — and judge every listing the same way. That's the whole point of The Lab.
Three different numbers get printed as if they were one:
Amp-hours on a listing mean nothing until volts join them. The check the Lab runs on every pack:
The two bars on record, plus the question the Mystery Bike exposé exists to answer: what does a second pack in parallel actually add? Set the second pack's size below — the combined bar, the watt-hours and the range estimate update with your numbers, using the same 25 Wh-per-mile planning rate as the Range Estimator. The exposé will publish the Mystery Bike's real fitted packs and measured range; this panel is the math, not the result.
720Wh fitted + 720Wh second pack = 1,440Wh · est. range ~58 miles at 25 Wh/mile (estimate, not a measurement)
Safety, always: parallel packs must match in voltage and charge state and be joined with proper fused connectors — mismatched packs can dump current into each other. The configuration math lives in the Battery Configuration Explorer; pack building belongs to people with the right gear.
The shortfall, translated into the only unit a rider feels: miles. These are planning estimates, not measured range — both bars divide the pack's watt-hours by a consumption rate you set, inside the same 20–30 Wh-per-mile band the Lab's battery method uses. The point that never moves: the fitted pack holds 60% of the promised energy, so at any riding style it delivers about 60% of the promised miles.
At 25 Wh/mile: promised ~48 miles · fitted ~29 miles · shortfall ~19 miles of range paid for and never received (estimates, not measurements)
Amp-hours are half a number: the same 15Ah means 540Wh at 36V, 720Wh at 48V and 780Wh at 52V. Watt-hours (V × Ah) are the energy actually on board, and range is just energy divided by appetite. Run the endpoints of the planning band on this case and the shape of the loss stays identical:
Work through all seven parts of Case 001 and the case closes — the sections tick off as you actually read them (the two case notes count when you open them). Progress is a learning trail for this visit only.
0 / 7 sections read — the case is open.
The complete Case 001 report — claims, measurements, evidence index, method and verdict — generated in your browser, from the findings on this page, as a plain-text file. Nothing is uploaded and nothing is added: if it isn't in the file above, it isn't in the report.
Got evidence of your own? Public evidence uploads arrive with the Lab's backend phase — they are not faked here in the meantime. Until then, evidence reaches the bench the working way: through the Submission Bay and an Instagram DM.
What's on the bench, what's published, what's next. Only items approved for public display appear here.
Showing 3 of 3 entries
The investigation is complete and live. Advertised vs measured is public — claims, evidence and verdict — whatever the numbers said. Case 001, above, is the standing example.
Approved for public display and being worked now: measured, filmed and documented on the bench. Nothing from it is published yet, and no result is claimed until the exposé goes live.
A public slot with no case assigned yet. It fills only through the Submission Bay — and a submission never guarantees testing, coverage, or a positive review.
How this board works: AMP HAUS controls what reaches public display — nothing appears here just because it was submitted. Live queue management — submission tracking, accounts and status lookups — arrives with the backend phase; until then, this board is updated by AMP HAUS when a case's public status changes.
The comments are where the questions get answered:
Join the discussion on Part Two Part One discussionSYS.02 · The Garage
A detailed 3D bench model of the GT50 — real proportions, real materials, rendered live in a working lab — built for one job: tap a component and read what we actually found on it. Drag to orbit, use the exploded slider to pull it apart, and on a phone you can enable motion controls and tilt to look around. Sensor data is used locally, on your device only — nothing is collected or sent anywhere.
Ten inspectable systems carry the GT50 story — the five headline findings plus wiring, drivetrain, suspension, frame and display electronics. Pick one — on the model, on a floating label, or from the list — and the findings panel fills in, with verified findings and general knowledge labelled as what they are.
Pull the bike apart along its guide lines — every system travels on a clean axis with its finding labelled, the way a real engineering exploded diagram reads.
Tilt your phone to look around the bench. On iPhone, tapping Enable asks for motion permission — that's the browser's rule, and the data never leaves your phone.
Keyboard works too: arrow keys orbit the model when the bench is on screen. Reduced-motion settings are respected automatically.
The camera glides to each workstation angle — the same smooth move a diagnostic rig makes.
Sound never starts on its own — it only exists after you switch it on here or in the Console. Ambience is a low lab hum generated live in your browser; nothing is recorded or sent anywhere.
Exploded View · Component Inspector
A professional-style inspection deck for the whole machine. Select a system and the schematic separates into its layers — drag the explode slider, read the engineering explanation, and check exactly which claims AMP HAUS verified on the GT50 and which panels are general engineering knowledge. Nothing here invents a measurement: verified findings are labelled verified, everything else is labelled general knowledge.
Nine systems, one machine. Pick a layer set above and this panel fills with how it works, what it does, and — where the GT50 file has one — what the bench actually found.
Inspection progress is for this visit only — a learning trail, not a profile. Finish all nine and you have read the whole machine the way the Lab does.
SYS.03 · The Intelligence
The same arithmetic behind every AMP HAUS verdict. Every calculator is live — change a number and the answer updates. And when a question needs more than math, the AMP HAUS Copilot (bottom-right, always on) answers from the investigation files — it separates verified AMP HAUS findings, manufacturer claims, and general knowledge, and it never invents a measurement. You can even attach a spec sheet (.txt) in the chat and it will check the claims against the math.
The most lied-about number in e-bikes. A controller can only pass so many amps — that caps the watts, whatever the box says.
Pre-loaded with the GT50's real numbers: 48V × 20A ≈ 960W — against a 5,500W advertised claim.
Paste any listing's headline wattage next to its battery and controller numbers. If the claim beats the ceiling, the listing is fantasy.
The math: 48V × 20A = 960W ceiling. The claim is 5.7× the ceiling.
Amp-hours alone mean nothing without volts. Watt-hours are the honest size of a battery — and the number range is built from.
Pre-loaded with the battery actually fitted to the GT50: 48V × 15Ah = 720Wh. The promised 25Ah would have been 1,200Wh.
An estimate, honestly labelled. Real range swings with rider weight, hills, wind, tyre pressure and how hard the motor works.
Typical e-bike use runs roughly 20–30 Wh per mile. This is a planning estimate — not a measurement, and not a promise.
Working the claim backwards: how many amps would a controller actually need to deliver the advertised watts?
The GT50's stock controller is rated 20A. If a claim needs far more current than the fitted controller, the claim fails on paper before anyone rides.
How packs are built. Series strings raise voltage; parallel groups raise capacity. Total energy multiplies either way. Safety: never mix cells of different age, brand or charge state, and leave pack building to people with the right gear — a shorted lithium pack is a fire, not a project.
Diagram shows each pack as a cell block: S across, P deep.
This is the math behind dual-battery setups like the Mystery Bike's: a second pack in parallel adds amp-hours (and watt-hours), not voltage.
One graph that ends most spec arguments. The line is physics: watts = volts × amps at the pack voltage below. The amber marker is where the fitted controller stops. The red marker is where an advertised claim would have to live — hover or tap the graph to read any point on the line.
Pre-loaded with the GT50's real hardware: a 48V pack and a stock 20A controller ceiling out at ~960W, while the 5,500W claim needs ~115A. Change any number — the graph, and the verdict, move with the math.
SYS.04 · The Network
AMP HAUS doesn't run a separate sign-up or store member accounts — the community lives where it already thrives: on Instagram. Every category below is a real discussion lane; tap one and it takes you straight to the posts and comments where that conversation happens. No new password, no new profile, nothing to leak.
Anything on two wheels and a battery. Start where the whole garage starts.
Stuck on a fix? DM the question — brakes, batteries, weird noises and all.
Watt-hours, parallel packs, and why the GT50's 15Ah battery matters.
The 20A ceiling, nominal vs peak, and what controllers really decide.
Advertised 40 MPH, measured about 30. Speed talk with receipts.
Dual-battery conversions and bench builds — the Mystery Bike is coming.
Measured-first reviews and the deals list — every affiliate link disclosed.
5,500W that physics won't allow. Learn to spot the gap in any listing.
The GT50 Files and every case that follows — claim, measurement, verdict.
ENGWE, Magician (GLEN100), Kingbull, TideWe — the short list, with #ad on it.
Got a bike or product that deserves the bench treatment? Put it forward.
The fastest lane of all: a direct message. Questions get answered where the conversation lives.
Four questions, all answerable from the GT50 Files on this page. No trick questions — just the numbers.
Badges unlock as you work the systems on this page — explore the Lab, pull the 3D bike apart, bust a claim, finish the challenge, close the case, build the pack. Genuine exploration, no popups, no fake urgency.
Loading this week's challenge…
The challenge rotates on a fixed four-week cycle set by the calendar (ISO) week — the same assignment for every visitor that week, no random draw and no countdown pressure. It completes only when the page itself records the matching badge above: there is no claim button, and clicking this text earns nothing.
Badges, bookmarks, recents and challenge status live for this visit only — this page doesn't store profiles or track you between visits. The full achievement list and this visit's counted progress sit directly below, in Achievements & Session Progress.
Every badge this page offers, what genuinely earns it, and where you stand right now. There are no points, no levels, no prizes and no streaks — progression here rewards exploration and learning only, and a locked badge simply means the action hasn't happened yet this visit.
Open The Lab — Case 001's section registers as visited when it scrolls into view, and this badge lights with it.
NOT YET — THE LAB HASN'T REGISTERED AS VISITED
Inspect all nine systems in the Garage's Component Inspector — battery through display — until its counter reads INSPECTED 9 / 9.
0 / 9 SYSTEMS INSPECTED
Run the Claim Checker in the Engineering Toolbox to a verdict — change its advertised watts, volts or amps yourself and let V × A rule on the claim.
NOT YET — NO CLAIM CHECKER VERDICT RUN BY YOU
Score a perfect 4 / 4 in the Bench Knowledge Challenge, right here in the Network deck. Every answer is in the GT50 Files — it's open-book.
NOT YET — A PERFECT 4 / 4 IS THE BAR
Read all seven tracked parts of the GT50 case file — claims table, verdict, evidence locker, evidence timeline, methodology, findings and battery analysis — to 7 / 7 on the Case Progress panel.
0 / 7 CASE SECTIONS READ
Get all three wiring calls right in Build The Pack, the engineering puzzle below — series adds volts, parallel adds amp-hours.
NOT YET — 3 / 3 CORRECT CALLS REQUIRED
Visit all seven core systems: The Lab, The Garage, The Toolbox, The Network, The Market, the Submission Bay and the Media Room. Mission Control lights each one as it registers.
0 / 7 CORE SYSTEMS VISITED
Session only, stated plainly: every count on this panel is computed live from actions taken on this page during this visit. Reload or close the page and badges, progress, bookmarks and challenge status all reset to zero — this static page keeps no account, no saved profile and no cross-visit progress, and nothing here converts into rewards, discounts or prizes.
Three wiring calls, all real math — the same series/parallel decisions behind every dual-battery setup, including the one on the bench right now. Get all three right to earn the Pack Builder badge.
SYS.05 · The Market
The short list. Every card below is an affiliate link — disclosed on the card, every time. Search it, filter it, copy the code — the partners and the terms haven't changed.
Every link in the Market is an affiliate link. If you buy through one, I may earn a commission at no extra cost to you — the same disclosure printed on every card below, and it covers the comparison table and the Linktree list too. A card here means a disclosed partnership, not a bench measurement: the bike with a full AMP HAUS measurement file is the GT50, and its file lives in the Lab, not the shop window. Where a partner hasn't been ridden yet, the card says so in plain words — see Magician.
Four partners, four different jobs. Pick the one that sounds like you and the list below filters itself to the match — every reason given is a fact printed on the cards.
Showing 4 of 4 partners
Folding e-bikes, the travel lane.
Best for: riders who need the bike to fold — the travel lane is the whole point of this card.
#ad — affiliate link, I may earn a commission if you buy, at no extra cost to you
Code GLEN100 takes $100 off.
Best for: shoppers who want the code first — GLEN100, $100 off, ready to copy right below.
Straight talk: I have not ridden one yet, so this is a code, not a review.
#ad — affiliate link, I may earn a commission if you buy, at no extra cost to you
E-bikes.
Best for: riders browsing e-bikes — line it up against ENGWE and Magician in the side-by-side under the cards.
#ad — affiliate link, I may earn a commission if you buy, at no extra cost to you
Heated gear for cold rides.
Best for: cold rides — this is the gear card, not a bike. Already have a bike and winter coming? Start here.
#ad — affiliate link, I may earn a commission if you buy, at no extra cost to you
No deal matches that — the full list is ENGWE, Magician, Kingbull and TideWe. Clear the search to see them all.
No invented specs, no prices, no ratings. This table repeats exactly what each card above states, so the four partners can be compared at a glance.
#ad — every link in this table is the same affiliate link as on the cards above, with the same disclosure: I may earn a commission if you buy, at no extra cost to you. Current prices and terms live on the partners' own sites — nothing here quotes them, so nothing here can go stale.
The Market is four cards long on purpose. Run these three steps and you'll land on the right one — or catch a bad claim before it costs you.
Folding, a code, e-bikes in general, or cold-weather gear — use Find your lane above. Category first, brand second.
See a headline wattage number on any listing? Check it before you pay: the real ceiling is volts × controller amps. Open the Claim Checker →
If Magician is your pick, copy GLEN100 from its card above — the copy button puts it on your clipboard, $100 off at their checkout.
Every live deal, code and link — kept up to date in one list.
SYS.06 · The Submission Bay
Manufacturers, brands, sellers and riders: submit a product for possible independent AMP HAUS testing. Fill in the form and it builds your submission packet — copy it and send it to AMP HAUS in an Instagram DM, which is where submissions are received and reviewed. Submission does not guarantee testing, coverage, or a positive review. What gets published is what gets measured. Editorial independence is not negotiable. One more thing, stated plainly: this page stores nothing. The form assembles your packet in this tab only — nothing is sent, saved, or queued until you paste it into the DM yourself.
Fill in the form below. Only name, email and product name are required to build — everything else you add is one less question at review. The completeness meter under the form tracks you as you go.
Copy the packet, open the Instagram DM, paste it in, and attach your images and documents there — the form only notes their file names. Until you paste it, no submission exists.
From the moment it lands in the DM, your packet runs the six-step track in the panel beside the form — Received → Published — reviewed in DM order, with a straight Accepted / Declined answer at step 04.
Brand Collaboration Center
Brands: DM open on Instagram. Builds, speed tests and battery work — with real numbers published, every time. That's the deal.
Your product, our money-where-our-mouth-is method: bought or loaned, measured either way, published either way.
Power ceilings, battery verification, brake and component checks — the full Lab framework on your spec sheet.
Investigation videos and the GT50 Tapes treatment: claims on screen, measurements on the bench.
Builds, dual-battery conversions and real-range tests, filmed as they happen — results included, good or bad.
There is no separate brand back door. Both routes land in the same place and run the same review:
Everything a collaboration runs on is printed here — nothing is negotiated away in the DM:
The same Lab framework behind Case 001 — the GT50 investigation — applied to your spec sheet. This is the full list of what a collaboration is actually buying into: measurement, not endorsement.
Reading the fine print that isn't fine print: a collaboration conversation is not a partnership, and being featured in the Market is a disclosed affiliate arrangement — every deal there carries its #ad disclosure. The only results AMP HAUS publishes are measured ones, and the only file with a full measurement record today is Case 001 in The Lab.
SYS.07 · The Media Room
Everything AMP HAUS publishes, in one room: the podcast that tells the full GT50 story, the two investigation videos the evidence stands on, and the exposé that's on the bench next. Search it, filter it by format, or take the story route under the cards and run the whole investigation in order.
Showing 4 of 4 items
The Podcast
The GT50 Tapes. The full story behind the numbers on this page — what was advertised, what we measured, and what happened next.
🎧 Listen on SpotifyInvestigation Video
The investigation opens: the claims on the box meet the bench for the first time.
Watch for: the front brake cable. It was sold as “dual hydraulic” — hydraulic systems have no cable to film.
▶ Watch Part OneInvestigation Video
The update: what the deeper inspection found — and the thread where the questions get answered.
Watch for: the follow-up inspection as the file grew — then bring your questions. The comments are where they get answered, on the record.
▶ Watch Part Two — the updateComing Soon
A familiar bike, back with two batteries. The full measured exposé is on the bench now — follow along so you don't miss the drop.
The question it answers: how far does it really go now? When the exposé publishes it will be judged in watt-hours and measured miles — not brochure numbers.
Follow for the drop →Nothing in the Media Room matches that search yet.
New to the case? This is the order the Lab would hand it to you: the written file first, the video evidence it stands on next, and the podcast for the full story — every stop below is a link that already lives on this page.
Case 001 in The Lab: six claims, advertised vs measured, the 5.7× verdict, and the evidence locker — EV-01 through EV-09.
Open Case 001 — The Lab ↑The primary footage (EV-05). The front brake cable is visible on camera — the “dual hydraulic” claim doesn't survive it.
Watch Part One →The follow-up inspection (EV-07), published as the file grew — and the thread where reader questions get answered on the record.
Watch Part Two →The podcast: what was advertised, what we measured, and what happened next — the full story behind the numbers, on Spotify.
Listen on Spotify →Talk To Us
Got a bike problem or a question about a test? Ask where the conversation lives:
Ask about e-bike fixes, the GT50 files, or the deals. Answers label what's a verified AMP HAUS finding, a manufacturer claim, or general knowledge — real numbers only. Paste a listing's specs — or attach a spec sheet — and it runs the claim math instantly, right here in the chat.
Free public AI — answers can be wrong; for anything safety-critical, ask a mechanic or message Glen.