Let me illustrate how a $45 catalog punch ends up costing $3,200. Last month at a Tier 1 automotive fabrication plant, procurement congratulated themselves for saving seventy dollars on a standard M2 punch for a high-tensile bracket run. By the end of the shift, that generic geometry had galled, micro-welded, and begun tearing the steel, dragging a 0.005-inch burr across 1,400 blanks before the operator finally detected the defective hits.
If you want a broader technical breakdown of how punch design, material pairing, and press control affect edge quality and tool life, this overview of punching and ironworker tools provides useful context. It also reflects how manufacturers like JEELIX approach sheet metal processing as a fully CNC-driven system rather than a collection of interchangeable parts—an important distinction in industries such as automotive, construction machinery, and heavy fabrication where geometry, alignment, and automation all influence true cost-per-part.
That single “cheap” tooling choice resulted in 4.5 hours of unplanned press downtime to remove and strip the die, a scrap bin filled with 1,400 rejected brackets, and $800 in weekend overtime for two workers using angle grinders in an attempt to salvage the run. Purchasing sees a $45 line item and calls it a success. I see a chain reaction that erased the margin on the entire job.
We have been conditioned to purchase metal-cutting tools by weight, treating them as interchangeable commodities. But the physics of metal failure are indifferent to your procurement software.
Related: Precision Punch & Die Clearance: Beyond 10% Rule


Standard unit costing is appealing because it keeps the math straightforward. You purchase a generic M2 tool steel punch for $50. You avoid the complexity of activity-based costing or the need to justify a $150 powdered-metal custom tool to the front office. The spreadsheet appears tidy, the budget remains flat, and the procurement team receives recognition.
But that simplicity is misleading. It ignores the only metric that truly determines your margin: hits before failure.
A standard punch is ground to a generic geometry intended to perform adequately in “most” applications. It is not optimized for the high-tensile steel you are processing or the specific clearance of your die. Because it resists the material instead of shearing it cleanly, the punch galls after 15,000 hits. The $150 custom tool, engineered for your precise shear point, achieves 150,000 hits. You did not save one hundred dollars. You effectively tripled your tooling cost per part.
If the math is that unforgiving, why does the perception of savings continue?

Consider the physical footprint of your waste. Industrial facilities routinely devote 5 to 12 percent of their floor space to staging scrap.
When a standard punch wears out prematurely, it stops cleanly shearing the metal and begins tearing it. Tearing produces jagged, work-hardened slugs. This is where the hidden cost appears: those torn fragments resist compaction. They stack unevenly, filling your scrap hoppers twice as quickly as properly sheared slugs. As a result, you are paying a forklift operator to change bins in the middle of a shift.
Each time that forklift moves across the aisle, a 400-ton press remains idle. And that accounts only for the scrap. What about the finished parts? When a punch tears instead of shears, it leaves an edge that requires a secondary deburring step. You are then paying an operator to grind away the consequences of inexpensive tooling.
But what happens when those torn edges completely bypass the deburring station?
A dull, off-the-shelf punch rarely breaks outright. Instead, it gradually deteriorates, leaving a 0.002-inch lip of work-hardened steel along the bottom edge of your part.
To the naked eye, the stamping appears acceptable. It passes a quick visual inspection at the press, then moves to the automated welding cell. That small, jagged lip creates a microscopic gap between two mating surfaces, preventing proper weld penetration. Worse still, the part may proceed to an automated assembly line, where the burr acts like a brake pad, jamming a vibratory bowl feeder and shutting down a multi-million-dollar operation.
By treating the punch as a commodity, you have turned your entire downstream process into a liability. To halt the damage, we must stop focusing on the procurement catalog and begin examining the press bed as if it were a crime scene.
Pick up a slug from the scrap bin beneath a 400-ton press stamping quarter-inch high-strength low-alloy (HSLA) steel. Examine the edge closely. You will notice a shiny, burnished band at the top, followed by a dull, rough taper at the bottom. The shiny band is the shear zone, where the punch actually cut the metal; the dull section is the fracture zone, where the metal ultimately failed and snapped. Many engineers overlook the ratio between these two zones. Yet that ratio precisely reflects how your tool geometry interacts with the metal’s tensile strength. If you rely on a flat-faced, generic punch for every operation, you are allowing the metal to determine how it fractures.
How can we control that fracture before the metal does?
Imagine you are punching a two-inch circular hole in a 304 stainless steel plate. If you use a standard flat punch, the entire circumference contacts the metal at the exact same moment. The tonnage spikes, the press vibrates, and the shockwave travels straight up the shank, creating micro-fractures in the tool steel.
We do not need to accept that impact.
If that two-inch circle is merely a slug headed for the scrap hopper—an operation known as piercing—you grind a “rooftop” shear angle onto the punch face. This lets the tool enter the metal progressively, like a pair of scissors. It reduces the required press tonnage by as much as 30 percent and significantly extends tool life. However, if that two-inch circle is your finished part—an operation called blanking—a rooftop punch will bend and permanently deform it. To keep the blank perfectly flat, the punch must stay flat, and the shear angle must instead be ground into the die matrix. Same material, same diameter, but completely reversed geometry.
But what if the objective is not to fracture the metal at all, but to make it flow?
| Aspect | Piercing | Blanking |
|---|---|---|
| Definition | Removing a slug that goes to scrap | Producing a finished part (the blank) |
| Example Scenario | Two-inch circular hole in 304 stainless steel | Two-inch circular finished part from 304 stainless steel |
| Standard Flat Punch Effect | Entire circumference contacts metal at once, causing tonnage spike, vibration, and shockwave damage | Same initial impact issues if flat punch is used improperly |
| Shear Angle Application | “Rooftop” shear angle ground onto the punch face | Shear angle ground into the die matrix, not the punch |
| Metal Entry Method | Progressive entry, like scissors | Punch must remain flat to prevent deformation |
| Tonnage Requirement | Reduced by up to 30% | Not reduced via punch shear; flatness prioritized |
| Tool Life Impact | Significantly extended due to reduced shock | Maintained by preventing bending and deformation |
| Risk if Rooftop Punch Used | Appropriate for scrap slug | Will bend and permanently deform the finished blank |
| Geometry Strategy | Angled punch, flat die | Flat punch, angled die |
| Key Principle | Optimize for reduced impact when part is scrap | Preserve flatness and dimensional integrity of finished part |
Observe a press brake operator attempting to form a deep, U-shaped channel with a standard straight punch. By the third bend, the previously formed flange collides with the body of the tool. To complete the part, the operator typically shims the die or forces the stroke, imposing significant off-center loads on the press ram and marking the finished part.
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At this point, standard geometry becomes a liability.
A gooseneck punch—with its pronounced undercut profile—may appear to be a fragile compromise. In reality, it represents a lesson in stress management. By physically removing tool mass where the return flange needs clearance, the gooseneck allows the metal to wrap around the punch without interference. However, that deep undercut shifts the tool’s center of gravity and concentrates the forming tonnage into a much narrower web of steel. You are exchanging structural mass for geometric clearance, which requires a completely different calculation for maximum allowable tonnage. In high-mix or high-precision environments, that calculation cannot be left to generic tooling assumptions; it demands application-specific design and validation. Purpose-built solutions such as panel bending tools from JEELIX are engineered with advanced R&D support across press brakes and intelligent sheet metal systems, helping manufacturers control stress distribution, protect machine integrity, and maintain consistent part quality in demanding industries.
If reducing tool mass resolves bending interference, how do we address operations that demand intense, localized pressure?
Coining a locator dimple into an aerospace bracket does not cut the metal; it compresses it into a plastic state. You are forcing solid steel to flow like cold putty into the cavities of the die. In shear operations, edge sharpness is critical. In coining, however, a sharp edge will simply crack the part and damage the tool.
Here, the surface finish of the punch face and the transition radii determine success. If the embossing punch carries even a microscopic machining mark from a coarse grinding wheel, the metal will seize on that imperfection under 100,000 pounds of pressure and gall. Friction rises sharply, the metal stops flowing, and the localized pressure fractures the punch face. Coining geometry must be polished to a mirror finish, distributing the compressive load so evenly that the metal can only flow smoothly into the die cavity.
Yet whether you are shearing, bending, or coining, what ultimately determines the actual space between these tools when they finally come together?
There is a persistent and risky myth on the shop floor that a smaller gap between the punch and die matrix guarantees a cleaner cut. If you are stamping 0.040-inch aluminum, a novice toolmaker might specify a 5 percent clearance, believing that a tight fit will prevent burrs. For the first thousand hits, they appear to be right.
By the ten-thousandth hit, the tool is tearing itself apart.
When clearance is too tight, the fracture lines initiated by the punch and die fail to converge. The metal fractures twice, forming a secondary shear ring. This double break forces the punch to drag across freshly torn metal during the withdrawal stroke. In a high-volume progressive die producing 12,500 parts per shift, that dragging creates extreme friction, localized heat, and rapid galling. Increasing the clearance to 10 or 12 percent of material thickness allows the upper and lower fracture lines to align cleanly, snapping the slug free and enabling the punch to retract without resistance. You stop battling the metal and instead allow the physics to work in your favor.
Given that JEELIX’s product portfolio is 100% CNC-based and covers high-end scenarios in laser cutting, bending, grooving, shearing, for teams evaluating practical options here, Shear Blades is a relevant next step.
But once you have refined this precise balance of clearance and shear, what prevents those sharp edges from degrading under the constant heat of high-speed production?
You have just engineered ideal shear angles and clearances for your AHSS bracket—only to see a standard D2 punch ruin that geometry in 5,000 hits because thermal stability was overlooked. Each month, a purchasing manager steps onto my floor holding one of these broken punches. The edge has vanished, the shank is cracked, and their first response is always the same: order a harder steel. They treat the Rockwell scale like a scoreboard, assuming an HRC of 62 will automatically last longer than an HRC of 58. They are addressing a symptom while ignoring the physics at the shear point. Hardness measures resistance to indentation. It reveals nothing about how a material responds to the violent, repetitive shockwave of fracturing sheet metal. You cannot stop a tool from eventually degrading. You can only determine how it fails. Will it gradually lose its edge over a million strokes, or will it shatter during the first shift?
Examine a solid tungsten carbide punch under magnification. It is not a single, uniform metal but a composite structure of microscopic, ultra-hard tungsten particles embedded in a softer cobalt binder. This composition gives carbide its well-known performance. Under purely compressive loads, such as high-speed blanking of thin brass, carbide can outlast standard tool steel by a factor of ten. The tungsten particles resist wear, while the cobalt binder enables the matrix to absorb the press’s microscopic vibrations.
But this matrix contains a critical weakness.
Carbide possesses almost no elasticity. If your press ram has even three-thousandths of an inch of lateral deflection, or if the stripper plate permits the material to shift during cutting, the load is no longer purely compressive. Bending stress is introduced. Tool steel will flex slightly to accommodate that deflection. Carbide will not. Once the lateral force exceeds the tensile strength of the cobalt binder, the punch does not simply dull—it chips catastrophically, sending jagged fragments into the die block. You have exchanged a predictable wear pattern for an abrupt, violent tooling failure. How can we close the gap between carbide’s wear resistance and steel’s ability to absorb shock?
Imagine you are stamping silicon steel laminations for electric vehicle motors. Silicon behaves like microscopic sandpaper against the punch edge. Standard cold-work steels will round off within hours. Solid carbide appears to be the obvious solution, and for thin laminations, it often works. But what occurs when you transition to stamping structural brackets from Advanced High-Strength Steel (AHSS)?
The cutting physics change completely.
AHSS demands extremely high tonnage to initiate fracture. When the material finally yields, the accumulated pressure releases instantly. This “snap-through” shock sends a violent seismic wave back through the tool. Solid carbide cannot withstand this snap-through; the edge will micro-fracture after only a few hundred strikes. This is where powdered metallurgy (PM) tool steels excel. Unlike traditional ingot steels, where carbon segregates into large, brittle clusters during cooling, PM steel is atomized into fine powder and consolidated under immense pressure. The result is a perfectly uniform distribution of vanadium carbides. You obtain a tool that resists the abrasive drag of AHSS like a carbide punch, while preserving the structural elasticity of a steel matrix to absorb snap-through shock. Yet even the most advanced PM substrate will ultimately yield to the friction of high-speed production without a protective barrier.
A vendor may present a punch coated in gold Titanium Nitride (TiN) or dark-grey Aluminum Titanium Nitride (AlTiN), promising a surface hardness of 80 HRC. It sounds almost magical—a microscopic armor layer separating your tool from the sheet metal. However, at 1,000 strokes per minute, friction at the shear point can generate localized temperatures above 1,000 degrees Fahrenheit.
The coating is not what fails first; the underlying metal is.
Consider a hard coating on a standard D2 steel punch as an eggshell resting on a sponge. D2 steel begins to lose hardness—a phenomenon known as tempering back—at approximately 900 degrees. As the press continues operating and heat accumulates, the D2 substrate softens. Once the substrate yields under stamping pressure, the ultra-hard AlTiN coating cracks and flakes away, exposing the softened steel to immediate and severe galling. A coating performs only as well as the thermal stability of its base metal. For high-speed, high-heat operations, you must specify a High-Speed Steel (HSS) substrate such as M2 or M4, which maintains structural rigidity at 1,100 degrees. The substrate governs the coating’s survival, not the reverse. After aligning geometry, substrate, and coating, one final engineering decision remains.
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You are not purchasing a tool; you are purchasing a predictable mode of failure. If you optimize solely for edge retention by selecting solid carbide or maximum-hardness tool steel, you are wagering your tooling budget on flawless press alignment, consistent material thickness, and proper lubrication. The day a double-blank enters the die, that hard tool may shatter, damaging the die matrix and halting production for a week.
If you optimize for shock loading by selecting a tougher, slightly softer PM steel, you accept that the punch will wear gradually. A worn punch produces a burr on the finished part. A burr triggers a quality control alert, signaling operators to remove the tool for scheduled sharpening. You trade maximum edge life for complete predictability. In high-volume manufacturing, a scheduled tooling change may cost a few hundred dollars in downtime, whereas a shattered die block can cost tens of thousands. The physics at the shear point ensure that something will eventually yield. What happens when we apply these metallurgical principles to the specific, real-world challenges of your industry?
We have established that you select your substrate to create a predictable failure mode. However, knowing when a tool will fail is irrelevant if you have not engineered how it interacts with the specific material being cut. A $50,000 progressive die is only cost-effective if it operates continuously. If you are producing 10,000 parts per month, setup expenses and downtime quickly erode your margins. The financial model of high-volume stamping depends entirely on keeping the press in motion. To achieve that, you must reverse-engineer your punch and die geometry to counteract the specific catastrophic failure mode associated with your industry’s raw material. How do we adjust tool shape to overcome the physics of extreme materials?
Consider punching a 0.040-inch hole in 0.002-inch-thick titanium foil for a pacemaker component. You have designed the ideal PM steel punch. The press cycles, the hole is formed, and the punch retracts. As it withdraws, the microscopic film of stamping fluid creates a vacuum. The tiny scrap slug—lighter than a grain of sand—adheres to the face of the punch and is lifted out of the die matrix. This is slug pulling. On the next stroke, the punch descends with the slug still attached, effectively doubling the material thickness on one side of the cut. The resulting lateral deflection immediately fractures the punch.
This problem cannot be resolved with a harder coating; it must be addressed through geometry. In ultra-thin foils, engineers require near-zero clearance between punch and die—often permitting less than 0.0005 inches of total variation. Yet tight clearance alone does not eliminate the vacuum effect. The punch face must be modified. We grind a concave shear or integrate a spring-loaded ejector pin into the center of the punch. Alternatively, we apply a rooftop angle to deliberately distort the titanium slug as it fractures, causing it to spring back and lodge firmly in the die walls so it cannot be pulled upward. If geometry can retain micro-scrap in the die, how do we approach materials that threaten to damage the entire press?
Imagine a 3-inch-diameter blanking punch striking a sheet of 1180 MPa Advanced High-Strength Steel for an automotive B-pillar. With a standard flat-faced punch, the entire circumference contacts the steel at once. The press tonnage rises sharply. The heavy cast-iron press frame actually stretches upward under the load. When the AHSS finally fractures, that stored kinetic energy is released within a millisecond. The press frame then snaps back down violently, sending a shockwave through the tooling that can cause micro-fractures in the die block.
This level of force cannot be mitigated by metallurgy alone. The physics of the cut must be altered. Although rooftop geometry can sequence the fracture as discussed earlier, AHSS often requires going further with a “whisper-cut” geometry. Instead of a simple angled roof, a whisper-cut features an undulating, wave-like edge profile on the punch face. It is comparable to a serrated bread knife rather than a meat cleaver. As the punch enters the steel, the wave peaks initiate multiple localized shear points at once, which then transition smoothly into the valleys as the stroke continues. This continuous rolling shear action significantly flattens the tonnage curve. Rather than a large, instantaneous tonnage spike, you create a longer, lower-intensity cutting cycle that guides the punch through the high-strength matrix. This approach protects press bearings, reduces the loud impact on the shop floor, and prevents snap-through shock from damaging the tooling. But what if the primary threat is not shock, but sustained and relentless friction?
Approach a press blanking aluminum beverage can ends at 3,000 strokes per minute. The noise is overwhelming, but the true hazard is unseen. Dead-soft aluminum does not demand high tonnage, nor does it create snap-through shock. Instead, it produces heat. At these speeds, friction at the shear zone causes the aluminum to microscopically melt and adhere to the punch flanks—a failure mechanism known as galling. Once a tiny particle of aluminum sticks to the tool, it attracts additional material. Within seconds, the punch falls out of dimensional tolerance, tearing the metal rather than cleanly shearing it.
You combat galling through access geometry and surface finish. The die matrix must incorporate aggressive angular relief—often dropping away immediately after the cutting land—so the adhesive aluminum scrap releases at once without dragging along the die walls. The punch flanks need a mirror polish, precisely parallel to the stroke direction, to remove the microscopic machining marks where aluminum tends to cling. Air-blast channels are built directly into the stripper plate to flood the shear zone with compressed air, clearing scrap and cooling the tool at the same time. You may have engineered ideal geometry for your material, but what happens when that million-dollar die is installed in a machine that cannot maintain alignment?
Picture mounting a set of Formula 1 racing slicks on a rusted pickup truck with blown shocks. You have improved the contact patch, but the chassis cannot keep it flat against the road. The tires will tear apart. We repeat this mistake in stamping facilities every day. We spend weeks refining an ultra-clean shear geometry, coating it with titanium carbonitride, and then install it in a worn-out mechanical press that has been running three shifts since the Reagan era. The punch breaks during the first shift. Why is the punch the one we blame?
Consider the actual economics of your shop floor. Tooling accounts for about three percent of your total cost per part. Three percent. Even if you reduce your tooling spend by half by purchasing low-cost commodities, the effect on overall profitability is minimal. The substantial costs lie in machine time and operator labor. If you can operate a press twenty percent faster, you can reduce cost per part by up to fifteen percent. That is the reason you invest in premium carbide. You purchase it for speed.
Given that JEELIX’s product portfolio is 100% CNC-based and covers high-end scenarios in laser cutting, bending, grooving, shearing, for readers who want detailed materials, Brochures is a useful follow-up resource.
However, speed demands complete rigidity. A premium zero-clearance punch depends on the die block for guidance. If your older press has twenty thousandths of an inch of play in the ram gibs, the punch will not descend perfectly straight. It enters the die matrix at a slight angle. The carbide edge contacts the hardened steel die wall before it ever reaches the sheet metal. Carbide is extremely hard, yet its tensile strength is comparable to glass. A lateral deflection of only a few thousandths of an inch can fracture a high-end punch at the neck. Are you investing in premium tooling to run faster, or simply discovering a more costly way to produce scrap?
You might assume that a slightly loose ram is only a concern for brittle carbide, believing that tougher PM steels will flex and endure. Test that assumption with 300-series stainless steel. Stainless is well known for adhesive wear, and when the press ram shifts off-center during the stroke, your carefully designed ten-percent cutting clearance vanishes. On one side of the punch, the clearance effectively drops to zero.
Friction on that tight side increases immediately.
Stainless steel begins to work-harden as soon as it drags against an obstruction. When an off-center punch rubs along the die wall, the stainless scrap overheats, shears, and cold-welds directly onto the punch flank. We refer to this as galling, but in a misaligned press it is essentially a symptom of tooling being forced to serve as a structural guide for an imprecise machine. No geometry can correct a punch that is being pushed sideways by fifty tons of cast iron. How do you recover when that galled, chipped punch inevitably ends up on your maintenance bench?
If repeated galling and edge chipping are exposing deeper alignment or machine rigidity issues, it may be time to look beyond tool geometry and evaluate the press and cutting system itself. JEELIX delivers 100% CNC-based solutions across high-power laser cutting, bending, shearing, and sheet metal automation—engineered for high-precision, high-load applications where machine stability directly protects tooling life. To discuss your current failure patterns, request a technical review, or explore upgrade options, you can contact the JEELIX team for a detailed consultation.
The postmortem of a shattered premium tool typically concludes in the sharpening room. High-end tooling achieves its return on investment through durability—operating for hundreds of thousands of hits before requiring a touch-up. But when an imprecise press prematurely chips a rooftop punch, your maintenance team must repair it.
This is where the ROI effectively disappears. If your tool room relies on a forty-year-old manual surface grinder and an operator estimating the angle by eye, they cannot reproduce the complex, undulating shear geometry that originally gave the punch its value. They will grind it flat simply to get the press back into operation. You paid for a custom-engineered, low-noise cutting profile, and after a single crash you are left with a standard flat punch. If your in-house maintenance cannot replicate the original geometry, and your press cannot maintain the alignment needed to protect it, what are you actually paying for when you purchase premium tooling?
The most candid diagnostic tool in your factory is not a laser tracker on the press ram. It is the bin of rejected, mangled scrap at the end of the conveyor. If you have just realized that your aging, misaligned press will snap a premium carbide punch before its first break, you cannot simply switch to the cheapest commodity steel in the catalog. That is a false alternative. You do not reduce cost per part by ignoring your machine’s limitations; you reduce it by designing a tooling strategy that can physically withstand them. You must stop viewing tooling as a standalone purchase and start treating it as a precise countermeasure to your specific operating conditions.
Do not tell your tooling supplier that you want “longer tool life.” That metric is meaningless if you do not understand what is actually eroding your margin. You must identify your dominant failure mode.
If you are stamping 0.060-inch cold-rolled steel on a press with fifteen thousandths of an inch of lateral deflection, your primary failure mode will likely be chipping at the punch edge. The tool enters the die matrix off-center, strikes the die wall, and fractures. In this case, downtime is your most costly defect. Each time the punch chips, the press stops, the tool room responds, and you lose five hundred dollars per hour in capacity. You do not need harder tooling in this situation; you need tougher tooling. You move away from brittle carbide and specify a particle metallurgy steel such as M4, which has the impact toughness required to endure the lateral shock from a misaligned ram.
By contrast, if you are stamping dead-soft copper, the press alignment may be perfect, but the material is gummy. It flows rather than fractures. Your dominant defect becomes a large burr that is pulled into the die matrix. That burr leads to part deformation. In this case, toughness does not matter. You need exceptional edge sharpness and a highly polished punch flank to prevent copper from sticking. You must walk the floor, collect the defective parts, and trace the physical mark on the metal back to the precise physical limitation in your setup.
Once the defect is identified, it must be costed. Most shops significantly underestimate the expense of a burr because they focus only on the primary stamping operation. They see a standard punch priced at fifty dollars that lasts for fifty thousand hits before the burr exceeds tolerance. They accept the burr and place the parts in a bin to address later.
Consider what happens to that bin.
The parts are transported across the plant by forklift. An operator loads them into a vibratory tumbler. They consume ceramic media, water, rust inhibitors, and electricity for two hours. Afterward, they are unloaded, dried, and inspected. That secondary tumbling step may add five cents in labor and overhead to each individual part. If you produce a million parts per year, you have spent fifty thousand dollars removing a burr simply because you chose not to invest an additional two hundred dollars in a custom-engineered, tight-clearance punch that produces a clean cut. The real ROI of premium tooling is seldom realized in the press department. It is realized by completely eliminating the downstream labor chain required to correct what the press department created.
Stop asking vendors for guidance and begin specifying the physics. When issuing the purchase order, use the following Monday morning decision tree:
If the primary failure mode is chipping caused by press deflection, specify a roof shear geometry to reduce snap-through shock and a particle metallurgy substrate such as PM-M4 for improved impact toughness.
If the primary failure mode is galling and adhesive wear on stainless steel or aluminum, specify a highly polished flank finish and a PVD coating such as TiCN over a high-vanadium tool steel substrate.
If the primary failure mode is excessive burr formation on thin, ductile materials, specify a tight five-percent-per-side die clearance geometry and a sub-micron carbide substrate capable of maintaining a razor-sharp edge.
Use that exact wording on the PO. Stop treating punches and dies as interchangeable commodities and begin reverse-engineering your tooling to match the precise physics of your operation’s shear point and failure mode.