Cookware by scenario — not by listicle

What do you actually cook, and how?

Tell us your stove, food, and care habits — we'll match the material and the pan, and back every answer with 18.1M real Amazon reviews across 1,186,539 products.

Step 1 of 5

What kind of stove do you cook on?

What do you cook most often?

How many people do you usually cook for?

How much care are you willing to put in?

What's your budget?

What the data says

Not someone else's summary — these failure and compatibility rates are computed from our own corpus of 18.1M reviews across 1,186,539 products.

32%
Coating Peeling
of complaints mention
Based on 18,106,825 reviews · 28,556 products
27%
Warping & Deformation
of complaints mention
Based on 18,106,825 reviews · 28,556 products
21%
Uneven Heating
of complaints mention
Based on 18,106,825 reviews · 28,556 products
18%
Hard to Clean
of complaints mention
Based on 18,106,825 reviews · 28,556 products

Compatibility by cookware type

Cookware type Induction Dishwasher-safe
Non-stick Pan
21.2%
1,839 / 8,666
24.6%
2,128 / 8,666
Pan
29.1%
1,078 / 3,700
20.2%
749 / 3,700
Cocotte
41.1%
1,254 / 3,050
31%
945 / 3,050
Cast Iron Pot
66.2%
1,888 / 2,853
6.4%
184 / 2,853
Cooking Utensils
22.1%
1,588 / 7,191
31.3%
2,253 / 7,191

Inferred from material rules across 25,460 products (74.5% coverage). Source: real review analysis.

Failure timeline · how problems migrate

In the first year the most-reported failure is Rust; after 12 months it shifts to Coating Peeling. Handle Gets Hot grows most over time (4.9% → 10.8%). Scratches Easily is the fastest-fading early complaint (17.1% → 2.9%).

3–12 months
12+ months
Scratches Easily
17.1%
2.9%
↓
Handle Gets Hot
4.9%
10.8%
↑
Hard to Clean
0%
5.8%
↑
Rust
24.4%
18.7%
↓
Not Non-stick
9.8%
4.3%
↓
Sticking
24.4%
19.4%
↓
Warping
14.6%
18%
↑
Cracking
7.3%
4.3%
↓
Uneven Heating
14.6%
12.2%
↓
Coating Peeling
24.4%
22.3%
↓
Loose Handle
4.9%
6.5%
→
Stains Easily
4.9%
5.8%
→

Samples: 3–12 months n=41; 12+ months n=139. Long-term reviews with a known usage duration only; percentages are the share of products reporting ≥1 issue.

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