Benchmark Results

Generated: 2026-01-06 11:43:04 UTC

If you're interested in diving deeper, check out our benchmark repository.

Library Notes

Feature Comparison

Feature	Pedantigo	Playground	Ozzo	Huma	Godantic	Godasse
Declarative constraints	✅ tags	✅ tags	✅ rules	✅ tags	✅ methods	❌ hand-written
JSON Schema generation	✅	❌	❌	✅	✅	❌
Default values	✅	❌	❌	❌	✅	✅
Unmarshal + validate	✅	❌	❌	✅	✅	✅
Validate existing struct	✅	✅	✅	❌	✅	❌*

*Godasse requires hand-written Validate() methods

Library Descriptions

1. Pedantigo - Struct tag-based validation (validate:"required,email,min=5"). JSON Schema generation with caching.

2. Playground (go-playground/validator) - Struct tag-based validation. Rich constraint library, no JSON Schema.

3. Ozzo (ozzo-validation) - Rule builder API (validation.Field(&u.Name, validation.Required, validation.Length(2,100))). No struct tags.

4. Huma - OpenAPI-focused. Validates map[string]any against schemas, not structs directly.

5. Godantic - Method-based constraints (FieldName() FieldOptions[T]). JSON Schema, defaults, streaming partial JSON.

6. Godasse - Deserializer with default: tag. All constraint validation requires hand-written Validate() methods.

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JSONValidate

JSON bytes → struct + validate

Struct	Pedantigo	Playground	Ozzo	Huma	Godantic	Godasse
Simple	3.43 µs (19 allocs)	4.25 µs (16 allocs)	unsupported	3.52 µs (26 allocs)	unsupported	5.38 µs (46 allocs)
Complex	9.75 µs (39 allocs)	11.17 µs (33 allocs)	unsupported	10.39 µs (78 allocs)	unsupported	17.26 µs (153 allocs)

Marshal

Validate + JSON marshal

Struct	Pedantigo	Playground	Ozzo	Huma	Godantic	Godasse
Simple	1.88 µs (11 allocs)	2.69 µs (9 allocs)	unsupported	unsupported	unsupported	unsupported

New

Validator creation overhead

Struct	Pedantigo	Playground	Ozzo	Huma	Godantic	Godasse
Simple	11.74 µs (110 allocs)	16.28 µs (187 allocs)	unsupported	29.99 µs (255 allocs)	26.64 µs (305 allocs)	6.63 µs (72 allocs)
Complex	28.21 µs (270 allocs)	unsupported	unsupported	73.97 µs (515 allocs)	7.49 µs (75 allocs)	23.28 µs (243 allocs)

OpenAPI

OpenAPI-compatible schema generation

Struct	Pedantigo	Playground	Ozzo	Huma	Godantic	Godasse
Uncached	23.43 µs (204 allocs)	unsupported	unsupported	30.39 µs (255 allocs)	unsupported	unsupported
Cached	20 ns (0 allocs)	unsupported	unsupported	638 ns (6 allocs)	unsupported	unsupported

Schema

JSON Schema generation

Struct	Pedantigo	Playground	Ozzo	Huma	Godantic	Godasse
Uncached	22.71 µs (202 allocs)	unsupported	unsupported	30.40 µs (255 allocs)	unsupported	unsupported
Cached	20 ns (0 allocs)	unsupported	unsupported	634 ns (6 allocs)	unsupported	unsupported

Validate

Validate existing struct (no JSON parsing)

Struct	Pedantigo	Playground	Ozzo	Huma	Godantic	Godasse
Simple	1.43 µs (10 allocs)	2.17 µs (7 allocs)	12.81 µs (43 allocs)	unsupported	6.03 µs (48 allocs)	unsupported
Complex	2.23 µs (15 allocs)	3.46 µs (9 allocs)	12.24 µs (139 allocs)	unsupported	13.85 µs (120 allocs)	unsupported
Large	1.56 µs (22 allocs)	1.87 µs (3 allocs)	46.80 µs (254 allocs)	unsupported	14.55 µs (126 allocs)	unsupported

---

Summary

Validate_Simple (struct validation)

Library	ns/op	allocs	vs Pedantigo
Pedantigo	1.43 µs	10	baseline
Playground	2.17 µs	7	1.52x slower
Ozzo	12.81 µs	43	8.97x slower
Huma	-	-	-
Godantic	6.03 µs	48	4.22x slower
Godasse	-	-	-

Validate_Complex (nested structs)

Library	ns/op	allocs	vs Pedantigo
Pedantigo	2.23 µs	15	baseline
Playground	3.46 µs	9	1.55x slower
Ozzo	12.24 µs	139	5.48x slower
Huma	-	-	-
Godantic	13.85 µs	120	6.20x slower
Godasse	-	-	-

JSONValidate_Simple (JSON → struct + validate)

Library	ns/op	allocs	vs Pedantigo
Pedantigo	3.43 µs	19	baseline
Playground	4.25 µs	16	1.24x slower
Ozzo	-	-	-
Huma	3.52 µs	26	1.03x slower
Godantic	-	-	-
Godasse	5.38 µs	46	1.57x slower

JSONValidate_Complex (nested JSON)

Library	ns/op	allocs	vs Pedantigo
Pedantigo	9.75 µs	39	baseline
Playground	11.17 µs	33	1.15x slower
Ozzo	-	-	-
Huma	10.39 µs	78	1.07x slower
Godantic	-	-	-
Godasse	17.26 µs	153	1.77x slower

Schema_Uncached (first-time generation)

Library	ns/op	allocs	vs Pedantigo
Pedantigo	22.71 µs	202	baseline
Playground	-	-	-
Ozzo	-	-	-
Huma	30.40 µs	255	1.34x slower
Godantic	-	-	-
Godasse	-	-	-

Schema_Cached (cached lookup)

Library	ns/op	allocs	vs Pedantigo
Pedantigo	20 ns	0	baseline
Playground	-	-	-
Ozzo	-	-	-
Huma	634 ns	6	31.33x slower
Godantic	-	-	-
Godasse	-	-	-

---

Generated by pedantigo-benchmarks

Benchmark naming convention

Benchmark_<Library>_<Feature>_<Struct>

Libraries: Pedantigo, Playground, Ozzo, Huma, Godantic, Godasse
Features: Validate, JSONValidate, New, Schema, OpenAPI, Marshal
Structs: Simple (5 fields), Complex (nested), Large (20+ fields)