Printer Search data as of 2026-09-06

The shortlist

Each profile below stands alone. You can read any one of them without the others.

Elegoo Centauri Carbon 2 Combo

The Elegoo Centauri Carbon 2 is a fully enclosed CoreXY printer, 256 millimeters cubed, with a hardened steel nozzle good to 350 degrees Celsius and the only high-efficiency particulate air (HEPA) and carbon filter fitted as standard here. The Combo box adds the CANVAS four-spool feeder and thermal top cover. It costs $423.94 all-in with 6.25 percent Massachusetts sales tax as of 2026-09-06, nothing to buy later: the cheapest thing in the top ten, half the price of the recommendation, and up from thirteenth to eighth.

The purge nearly ruled it out, because 123-3D weighed 914 grams against a 265 gram part on 2026-07-05, and now barely matters: Rob rarely prints two colors in one object. Elegoo recommends this CANVAS, the one with the cover, for acrylonitrile butadiene styrene (ABS), acrylonitrile styrene acrylate (ASA), polycarbonate and fiber-reinforced filament, so unlike Bambu's magazines it holds carbon fiber (CF) and glass fiber (GF) grades. It dries nothing, so spools sit in open room air, thermoplastic polyurethane (TPU) must bypass it, and it does not expand past four channels.

The chamber is passive. PCMag measured about 45 degrees Celsius inside and needed glue stick and a brim for ASA and ABS-GF. Rad Dad's Print Lab, over 200 hours, had ASA prints lift off the plate repeatedly and would not buy it without a chamber heater. Sold as ABS-capable, it is really a polylactic acid (PLA) and polyethylene terephthalate glycol (PETG) machine that does ASA if you fuss. Feed faults are common enough that Elegoo publishes a wiki page per error code: one owner hit error 1220 at eleven days and 77 hours, and never cleared it. Popular Mechanics restarted it daily to stay on the network.

Recent Amazon reviews average 3.92 stars since July 2026 against 2.52 before, but on a 36-review sample, and 3.92 only matches the 3.9 lifetime average of 298 ratings. One trap: the coverless CANVAS saves $10, and Elegoo marks ABS, ASA, fiber-filled PETG and polycarbonate not recommended with it, which removes the whole reason to buy the machine. Openness is good and slipping: source under version 3 of the GNU General Public License (GPL), a local area network (LAN) only mode slicers can upload through, but the 2026-05-28 firmware removed secure shell (SSH) and blocks downgrades. It suits someone who wants four materials loaded behind a filter at half the budget, and will do the fussing.

ItemElegoo Centauri Carbon 2 Combo
Price all-in, 2026-09-06 (USD)423.94: $399 bundle plus $24.94 tax, free shipping; nothing to buy later
Build volume (mm)256 × 256 × 256
Chamber / nozzle / bed maximum (°C)passive, measured about 45 / 350 / 110
Measured noise (dB)44 to 47 average, peaks to 54 (Notebookcheck, no distance stated); owners report 65 to 70 close up
Footprint with CANVAS (mm) and weight (kg)500 × 480 × 743; 19.35
MagazineCANVAS, 4 slots, RFID, no drying, not chainable; cover version accepts ABS, ASA, PC, CF and GF
Local controlLAN Only toggle, local upload and camera, no account to print; no browser UI; no SSH since 2026-05-28
Warranty (months)12 on feeder module, motors, gearbox, hub and board; tubes, wiper and claws none
Scores (out of 10)reliability 4.0, magazine 5.5, openness 8.2, materials 5.0, value 10.0

Bambu Lab P1S with the Automatic Material System (AMS) 2 Pro

The P1S is Bambu Lab's enclosed CoreXY workhorse, on sale since July 2023: a 256 mm build cube with a carbon filter. The combo adds the AMS 2 Pro, a four-slot magazine that dries its spools to 65 °C, for $615.19 all in on 2026-09-06 including Massachusetts tax.

It scores 8.0 of 10 on reliability, the highest here. Tom's Hardware gave it Editor's Choice; owner threads to 11,000 hours name one unforced failure, a stepper motor; the rest is consumables. Extruder gears wear out at 1,000 to 2,000 hours (one owner found the teeth ground flat at 1,200 hours on polylactic acid (PLA) and polyethylene terephthalate glycol (PETG) alone), and hotends between 2,600 and 4,000.

Heat is what holds it to sixth. The enclosure is passive: owners measure about 40 °C inside with the doors shut. Large acrylonitrile styrene acrylate (ASA) parts warp, one splitting in mid-air. Acrylonitrile butadiene styrene (ABS) shrinks harder still, so with ABS and glass fiber (GF) in scope this is the weakest materials story in the top ten, 4.6 out of 10. Its stainless nozzle needs a hardened gear and hotend for fiber, $49.48 more.

The magazine is otherwise the best here: four sealed slots, drying to 65 °C, radio-frequency identification (RFID) that puts the right spool in the right slicer slot. What it refuses is the problem. Bambu's specification bars any filament with glass or carbon fiber (CF), so the material Rob most wants loaded needs an external spool or a $139 AMS HT dry box. It cannot dry while printing, and its feeders sometimes grind filament on loading.

An owner's meter read 58 decibels (dB) at 0.3 m against PCMag's 48 dB for the P2S: fine to work beside, too loud to sleep beside. The P1 shares the A1's mains inrush-limiting circuit and, unlike the A1, has no revised board as of 2026-06-03. Reports are isolated: a burning smell at 1,700 hours, one smoking unit.

Openness on 2026-09-06: local area network (LAN) Only works with no account, but since January 2025 only Bambu Studio may start a print, even locally. Developer Mode lifts that but disables the cloud, and Bambu called it unsupported in May 2026. LAN Only also kills the Handy phone app, whose builds after 3.6.0 crash on Android 17, which is bad for a Pixel owner. Strike ABS from the list and this is still the machine to buy.

Build volume (mm)Chamber / bed max (°C)Stock nozzle (mm, material)Measured noise (dB)Magazine (slots, drying °C)Buy-today all-in (USD, 2026-09-06)
256 × 256 × 256passive, ~40 measured / 1000.4, stainless steel47 at 2.4 m, 58 at 0.3 m4, dried to 65, no fiber615.19, plus 49.48 fiber kit

Bambu Lab P1S, factory refurbished, with the first-generation Automatic Material System (AMS)

Bambu Lab's three-year-old workhorse, restored and resold by Bambu's own store with the original four-spool color changer. It is enclosed and carbon-filtered, 256 mm cubed. On 2026-09-06 it listed at $467.00, or $496.19 all-in with 6.25% Massachusetts sales tax and free shipping. The nozzle is stainless, so carbon fiber (CF) or glass fiber (GF) later needs a $49.48 hardened gear-and-hotend kit: $545.67 in total, still $754 under budget. The two-year warranty was verified on the store page: the same badge row as new stock, under a banner reading "The same Warranty as New."

It suits the buyer who wants enclosed, filtered, four-color printing for the least money. It also settles the idea that the P1S is poor value: $299.62 below the P2S combo at $795.81, on the best-documented platform here, where owners at 4,000 and 11,000 hours report only consumables.

Two deductions. The bundled unit is the first-generation AMS and it jams. Cardboard and lightweight spools bind or unspool inside it, and filament snaps in the guide tubes underneath, cleared only by partly dismantling the box, twice in eight months for one owner at 2,938 print hours [src-bambu-p1s-longterm-5000h]. It has desiccant and a humidity sensor but no heater, though owners of both say drying does not decide quality for polylactic acid (PLA) or polyethylene terephthalate glycol (PETG) kept dry. The refurbished AMS 2 Pro combo, $26.56 more, fixes that when in stock.

Second, refurbished means older donor hardware, and the P1 power board has never been revised: owners report a burning-electronics smell at about 1,700 print hours and one 2025 unit that smoked. Rare, but the A1 got a revised board and the P1 did not. Expect extruder gears ground flat by 1,000 to 2,000 hours, nozzle clogs across 1,000 to 4,000, and acrylonitrile styrene acrylate (ASA) in small parts only: the passive chamber reaches about 40 °C, so large boxy prints warp or split. Nor is it quiet: 47 decibels (dB) at 2.4 m, 58 dB behind the exhaust, "Noisy" among Tom's Hardware's cons.

Openness on 2026-09-06: local area network (LAN) Only mode works, no account is needed to print from Bambu Studio, and third-party filament is never locked out. But since January 2025, printing from any other slicer routes through Bambu Connect, in LAN mode as well as cloud. Developer Mode is the way round it: LAN Only, no cloud, and called unsupported by Bambu in May 2026.

Build volume (mm)Hotend / bed max (°C)Noise, independent (dB)Footprint W×D×H (mm)Weight (kg)All-in price, 2026-09-06 (USD)
256 × 256 × 256300 / 10047 at 2.4 m, 58 at 0.3 m389 × 389 × 45812.95496.19 (545.67 with fiber kit)

Bambu Lab P2S with the Automatic Material System (AMS) 2 Pro

The P2S is Bambu Lab's enclosed CoreXY mid-range printer, on sale since 2025-10-14, with a hardened steel nozzle and extruder gear as standard, so abrasive filament needs no upgrade. The Combo adds the AMS 2 Pro, a four-slot sealed filament magazine. It suits the buyer who wants the fewest surprises, and it led the old multi-color ranking. Now that acrylonitrile butadiene styrene (ABS) with glass fiber (GF) is in scope, and the magazine is judged on what it will hold, it ranks second at $817.05 all-in with the exhaust kit and fourth at $795.81 without, both on 2026-09-06.

Its strength is the record: PCMag's lab, published 2025-10-24, measured a 48 decibel (dB) average while printing, the quietest here, uptime above 99 percent over 100 hours, and repeated parts within 0.4 mm, the repeatability polyethylene terephthalate glycol (PETG) parts need. Reliability scores 7.5, best in the top six.

The magazine hardware is the best here: four sealed slots that chain to four units, radio-frequency identification (RFID) tagging, and drying rated to 65 C, though owners say it will not dry mid-print. But it will not hold the material that prompted this rewrite. Bambu's own specification bars any filament containing carbon or glass fiber from the whole AMS family, so ABS-GF feeds from the external spool holder or a $139 single-slot AMS HT dry box. Slots also grind filament on first load and need a manual nudge, which CNC Kitchen hit across 250 hours; open since 2026-04-14.

The chamber is the deeper problem. There is no heater, only the enclosure and an airflow flap, so acrylonitrile styrene acrylate (ASA) works with care and ABS is marginal. The flap follows the filament profile's declared softening temperature, so most third-party polylactic acid (PLA) and PETG profiles force recirculation with no override. One owner measured a 46 C chamber warping PLA and ran the door open, which switches the carbon filter off because it only works in recirculation. Reported 2026-02-25, still open on 2026-09-06; an owner of three machines sees 40 C and calls it harmless. There is no high-efficiency particulate air (HEPA) stage; the $19.99 exhaust kit is the fix.

Openness scores 4.6, worst of any mainstream brand here. Local area network (LAN) Only mode prints with no account, but since January 2025 any slicer other than Bambu Studio must start prints through Bambu Connect, on your own network as well as the cloud.

ConfigurationBuild volume (mm)Hot end / bed (C max)Noise (dB, measured)FiltrationAll-in (USD, 2026-09-06)
P2S Combo with AMS 2 Pro256 x 256 x 256300 / 11048activated carbon795.81
Same plus External Exhaust Fan Kit256 x 256 x 256300 / 11048carbon plus exhaust fan817.05

QIDI Plus5 with the QIDI Box

The QIDI Plus5 is a fully enclosed CoreXY printer, 320 by 320 by 300 millimeters, whose chamber heater holds 65 degrees Celsius. The bimetal nozzle is rated to 370 degrees, the bed to 120, and a high-efficiency particulate air (HEPA) filter and activated carbon are standard. The Combo adds the QIDI Box: four spools, dried at 65 degrees while it prints. All-in it costs $955.19 as of 2026-09-06: an $899 bundle plus $56.19 of Massachusetts sales tax, nothing to buy later.

It suits the buyer for whom acrylonitrile butadiene styrene with glass fiber (ABS-GF) is the point. QIDI's supported list for the Box names ABS-GF outright, beside polylactic acid (PLA), polyethylene terephthalate glycol (PETG), acrylonitrile styrene acrylate (ASA) and every carbon fiber (CF) and glass fiber (GF) grade that Bambu Lab's Automatic Material System (AMS) refuses. It will not hold thermoplastic polyurethane (TPU) 95A, damp polyvinyl alcohol (PVA), QIDI's PAHT-CF, or cardboard spools. Launch Boxes jammed so badly Tom's Hardware could not feed four filaments on a Q2, nor could its replacement; owners past 450 hours call the revision cured, untested by any reviewer.

3dwork.io, after weeks on a QIDI-supplied unit, jammed a PLA print with the lid shut and rates PLA "you need to open the top lid", but rates PETG five stars with the chamber optional, the Q2's worst habit half-cured. On 2026-08-18 an owner measured the X and Y stepper drivers above 105 degrees on a heated-chamber print, and his bed 0.3 millimeters out of flat, the previous model's weakness, whose remedy is a bigger rear fan you fit yourself. GamingTrend logged over 100 failure-free hours the same month. Three months on sale, reliability scores 5.0 out of 10: better than the Q2's 4.0, well short of proven.

Software is the sore point. OrcaSlicer's stable release, version 2.4.2 of 2026-07-07, has no Plus5 profile. A volunteer merged one on 2026-08-07, noting "Qidi didn't register", so a buyer today needs QIDI Studio, a nightly build or a hand-imported profile. Otherwise it is open: Klipper, with Fluidd and Moonraker on the local area network (LAN), and no account. QIDI does publish no firmware source for this model, unlike the Q2, Plus4 and Max4.

Buy it over the Q2, for $265.63 more, if ABS-GF is a requirement rather than an aspiration, if you need the bigger bed, and if you want PETG printing with the lid down.

ItemQIDI Plus5 Combo (Plus5 plus one QIDI Box)
Price all-in, 2026-09-06 (USD)955.19: $899 bundle, free shipping, $56.19 tax; nothing to buy later
Build volume (mm)320 × 320 × 300
Chamber / nozzle / bed maximum (°C)65 actively heated / 370 / 120
Filtration and noise at full load (dB)G3 pre-filter, H12 HEPA and carbon, standard; 45 to 55 stated by 3dwork.io, no meter named
Footprint (mm) and weight (kg)500 × 488 × 558; 29
Magazine holdsABS-GF, ABS-CF, PLA-CF/GF, PETG-CF/GF, PET-CF/GF, ABS, ASA, PC, PA, PP, POM, HIPS, dried PVA/BVOH, TPU 64D; dries at 65 °C
Magazine refusesTPE, generic TPU, TPU 95A, damp PVA/BVOH, QIDI PAHT-CF, some silk and glow-in-the-dark PLA, cardboard spools
Local controlKlipper with Fluidd and Moonraker on the LAN, no account; no firmware source published for this model
Slots and chaining4, chainable to 16, but a Plus5 also needs the $35.99 Box hub and cable
Buying routeQIDI's own store ships from China; Amazon ships domestically, buy-box seller is a marketplace reseller
Warranty (months)12; parts shipped readily, returns resisted
Scores out of 10 (weight)reliability 5.0 (25), materials 8.3 (15), magazine 7.5 (15), openness 8.0 (15), value 7.3 (15); total 6.96, rank 5 of 67

QIDI Q2 with the QIDI Box

The QIDI Q2 is a fully enclosed CoreXY printer, 270 by 270 by 256 mm, with a chamber heated on purpose to 65 °C. A high-efficiency particulate air (HEPA) filter and a carbon filter are standard, the bimetal hardened nozzle reaches 370 °C, the bed 120 °C, and the firmware is Klipper. Tom's Hardware (2025-11-07) said it "won't break a sweat printing acrylonitrile butadiene styrene (ABS) or acrylonitrile styrene acrylate (ASA)". With one QIDI Box it costs $689.56 all-in as of 2026-09-06.

The QIDI Box holds four spools, dries them at 65 °C while printing, and chains to four units. QIDI's supported list, re-read 2026-09-07, names carbon fiber (CF) and glass fiber (GF) grades outright, ABS-GF among them: the only magazine here that holds the material he most wants loaded. It refuses thermoplastic polyurethane (TPU) softer than 64D, damp dissolvables, QIDI's own PAHT-CF, some glow-in-the-dark polylactic acid (PLA), and cardboard spools.

Openness is the best here, and real: secure shell (SSH) login on QIDI's own wiki, the Fluidd control page in a browser, Moonraker on the local area network (LAN), firmware published under version 3 of the GNU General Public License (GPL), and no account needed to print.

Now the problem. Reliability scores 4.0 out of 10, the heaviest judgment, against 7.5 for the Bambu P2S. Shut the lid and retained heat softens filament above the heat break and jams it, usually PLA or polyethylene terephthalate glycol (PETG), his two bulk materials. That is documented normal operation, not a bad unit: QIDI's wiki says run the top cover open. 3dwork.io jammed through its first week, Thomas Sanladerer dug bulged PLA out of the toolhead for an hour, and PCMag lost two days to a clog. So the sealed chamber stands open for most of his printing, exactly when a shared room wants the fumes and the 56 decibels (dB) held in.

The Box carries its own scar: Tom's Hardware's launch unit jammed constantly with "preposterous" drag, and the replacement QIDI sent behaved identically. A revised box ships now, and PCMag saw no jams in August 2026, but no independent bench test exists. The trade is plain: the best materials reach and openness in the study, against the worst reliability in the top six. Take it only if you will run the door open for PLA and PETG, and buy from a seller with its own returns policy.

ItemQIDI Q2 Combo (Q2 plus one QIDI Box)
Price all-in, 2026-09-06 (USD)689.56: $649 bundle, free shipping, $40.56 Massachusetts tax; nothing to buy later
Build volume (mm)270 × 270 × 256
Chamber / nozzle / bed maximum (°C)65 actively heated / 370 / 120
Filtration and measured noise (dB)HEPA plus activated carbon, standard; 50 to 60 in use, about 65 with the Box
Footprint (mm) and weight (kg)402 × 438 × 494; 18.1
Magazine holdsABS-GF, ABS-CF, PLA-CF/GF, PETG-CF/GF, PET-CF/GF, ABS, ASA, PC, PA, PP, POM, HIPS, dried PVA/BVOH, TPU 64D
Magazine refusesTPE, generic TPU, TPU 95A, damp PVA/BVOH, QIDI PAHT-CF, some silk and glow-in-the-dark PLA, cardboard spools
Slots, chaining, local control4 slots, 16 across four boxes ($39.99 kit); SSH, Fluidd in a browser, Moonraker on the LAN, no account
Warranty (months)12; parts shipped readily, returns resisted
Scores out of 10 (weight)reliability 4.0 (25), materials 7.8 (15), magazine 7.5 (15), openness 9.0 (15), value 9.0 (15); total 7.08, rank 3 of 67

Snapmaker U1

The Snapmaker U1 is a toolchanger: instead of flushing a nozzle clean at each color change, it carries four complete print heads and swaps them in ten to twelve seconds. All four are in the $849 box. It is CoreXY, the biggest on this shortlist, and only partly enclosed: side panels, a glass door, an open top, no filtration.

Its color-change numbers are the best here: 0.76 grams of purge on a four-color print, weighed by Tom's Hardware. Wirecutter's July 2026 four-color test took 11 hours on the U1, unattended, against 29 on the Bambu Lab X2D and 41 on the P2S, both with clogged chutes. Reliability is 7.5 out of 10, the best non-Bambu score, after 3DPrint.com's 300-plus hours. Openness is 8.6 as of 2026-09-06: Snapmaker published its Klipper, Moonraker and Fluidd forks under version 3 of the GNU General Public License (GPL) on 2026-04-02 and was still pushing on 2026-08-25, and its local area network (LAN) mode needs no account.

None of that survives Rob's corrected requirement: those wins are about changing color mid-print, which he says he will rarely do. The U1 fell from eighth to fifteenth. What remains is a machine Snapmaker rates for polylactic acid (PLA) and polyethylene terephthalate glycol (PETG) but not for acrylonitrile butadiene styrene (ABS) or acrylonitrile styrene acrylate (ASA), which its table allows only with the $149 Top Cover and its carbon and high-efficiency particulate air (HEPA) filters. On 2026-09-06 that cover was a pre-order shipping 1 to 15 November 2026. One owner who ran ABS anyway had the print detach, blob and bend a nozzle.

The magazine is the four toolheads, so nothing is cut or reloaded and nothing jams on the way in. Four is the ceiling, nothing is dried, glass fiber (GF) and carbon fiber (CF) need a $49 set of four hardened hot ends (0.4 millimeter out of stock on 2026-09-06), and ABS-GF cannot be loaded. New units sometimes jam inside a toolhead: one owner had two in his first 20 hours, each needing a strip. No decibel (dB) figure exists; three reviewers call it loud. Its Android app rates 2.4 stars from 162 Google Play reviews.

It costs $902.06 all-in as of 2026-09-06, $951.06 with the hot ends. For a buyer who prints genuine four-color work and never touches ABS, it is probably still the right machine, and Wirecutter's upgrade pick.

ItemSnapmaker U1, as sold, four toolheads, no top cover
Price all-in, 2026-09-06 (USD)902.06: $849, free shipping, $53.06 Massachusetts tax; $49 more for hardened hot ends
Build volume (mm)270 × 270 × 270
Enclosure / filtration / chamber (°C)Partial, open top / none / not heated
Nozzle / bed maximum (°C)300 / 100
Measured noise (dB)None published; called loud by three reviewers, moderate by one owner
Footprint (mm) and weight (kg)584 × 499 × 730; 18.2
Loaded materials (count)4 toolheads, no drying, no expansion; ABS and ASA need the November cover
Local controlLAN mode without an account, Fluidd in a browser behind Advanced Mode, Moonraker with no key
Warranty (months)12; custom firmware does not automatically void it
Scores (out of 10)reliability 7.5, magazine 5.5, openness 8.6, materials 2.8, value 5.8

Bambu Lab X2D with the Automatic Material System (AMS) 2 Pro

The X2D is Bambu Lab's enclosed dual-nozzle printer, on sale since 2026-04-14. Its headline is the chamber, not the second nozzle: actively heated to 65 °C, not merely enclosed. CNC Kitchen put thermocouples inside across about 250 hours and measured a genuine 65 °C in twenty minutes (2026-04-14). Both nozzles and extruder gears are hardened steel, and a high-efficiency particulate air (HEPA) filter, carbon and an exhaust fan are included.

That is what acrylonitrile butadiene styrene (ABS) wants, and what its glass fiber (GF) grade wants more. It scores 9.5 of 10 on materials, the highest here, against 7.2 for the P2S with its exhaust kit, and ranks second overall when ABS-GF is the point. For the Bambu ecosystem plus serious ABS, this is the machine.

The magazine is where it stalls. The AMS 2 Pro gives four sealed slots that dry to 65 °C and report humidity in the slicer. It refuses any filament containing carbon fiber (CF) or glass fiber, by Bambu's own exclusion, so ABS-GF feeds from an external spool or a $139 single-slot AMS HT. The printer prints what its magazine cannot hold. One AMS has a single outlet, so it feeds one nozzle: four colors, or a text inlay, behave just like the cheaper P2S.

Reliability scores 6.0 against the P2S's 7.5: under five months old, the maturity rule caps it at 7 and the record pulls it lower. The auxiliary nozzle is bowden-fed with no jam or clog detection. An owner two to three months in reports under-extrusion and broken supports on long auxiliary prints (Bambu Lab forum, 2026-08-30). Feeder slots grind filament on first load; a 200-hour owner needed a replacement hub (2026-06-03).

$899.00 plus $56.19 Massachusetts sales tax is $955.19 all-in on 2026-09-06, shipping free, nothing to buy later. Rob asked whether that beat the P2S by about $100; the gap is $159.38, and the answer is still no. Not because the second nozzle disappoints at color, though it does, but because the premium buys occasional chamber heat while the fiber spool stays outside the box.

Openness scores 4.2 on 2026-09-06. Local area network (LAN) Only mode prints with no account from Bambu Studio, but since January 2025 any other slicer must start prints through Bambu Connect, and Developer Mode, the escape, is blocked while the laser or cutter runs. No browser interface, no published application programming interface (API).

ConfigurationBuild volume, main nozzle (mm)Chamber / bed (°C max)Noise at 1 m (dBA, measured)Filtration and magazine slotsAll-in (USD, 2026-09-06)
X2D AMS Combo, one AMS 2 Pro256 x 256 x 26065 actively heated / 120about 55, over 60 on fast travelpre-filter, HEPA, carbon, exhaust fan; 4 slots955.19
X2D Print More Bundle, two AMS 2 Pro256 x 256 x 26065 actively heated / 120about 55, over 60 on fast travelpre-filter, HEPA, carbon, exhaust fan; 8 slots1,220.81 (promotional)
Read nextOpen the comparison tool to change the weights yourself, or read the decision memo for the recommendation.