roblox-performance

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Roblox performance

Measure before optimizing. Identify whether the bottleneck is server compute, client compute (CPU/GPU), memory, network, or load time, then use the matching tool.

Tools

Tool	Open	Use for
Developer Console	F9 (in game)	Errors, server/client memory by category, network, script activity. Works in live servers.
MicroProfiler	Ctrl+Alt+F6 (⌘⌥F6); Dev Console for server	Per-frame timing; spikes; dump a frame for detail.
Script Profiler	Studio / Dev Console	Which functions consume Luau time (sampling).
Luau heap snapshots	Dev Console → Memory → Luau Heap	What tables/closures/instances are held and by what (leaks).
Scene Analysis	Studio	Script memory, unparented instances (leaks), instance composition, audio/animation memory, triangles. Also `SceneAnalysisService` via Studio MCP.
Performance Stats / Debug Stats	Ctrl+Alt+F7 / Shift+Ctrl+F1–F5	Live CPU/GPU/memory/network overlays.
Network Simulation	Studio (Alt+S)	Test with latency, jitter, packet loss.
Performance dashboard	Creator Hub	Live aggregate FPS, server heartbeat, memory, crash rates by device.

Label your own code in the MicroProfiler and memory views:

luau

--!strict
local RunService = game:GetService("RunService")

debug.setmemorycategory("EnemyAI") -- memory allocated by this thread is attributed to "EnemyAI"

RunService.Heartbeat:Connect(function(_deltaTime)
	debug.profilebegin("EnemyAI.think") -- shows as a labeled bar in the MicroProfiler
	-- ... work ...
	debug.profileend()
end)

Targets

Client: 60 FPS on mid-range phones (≈16.6 ms/frame); many players are on low-end Android.
Server: heartbeat near 60 Hz; Stats (workspace:GetRealPhysicsFPS(), Dev Console Server Stats).
Memory: mobile clients crash from OOM first. Keep client memory well under ~1–1.5 GB on low-end

devices; watch PlaceMemory, LuaHeap, GraphicsTexture, Sounds, Animation categories.

Most common problems → fixes

Symptom	Usual cause	Fix
Memory grows over time	Leaked connections, tables keyed by players/instances, destroyed-but-referenced instances, unparented instances	Disconnect/clean up per player & per character; clear tables on `PlayerRemoving`; use Scene Analysis "unparented instances" and heap snapshots.
Server lag with many players	Per-player loops each frame, `while true do task.wait() end` loops, heavy remote handlers, physics of many unanchored parts	Event-driven code, one scheduler loop, throttled think rates, anchor static parts, server-own fewer assemblies.
Client FPS drops	Too many parts/draw calls, shadows from many lights, transparency/particles overdraw, per-frame UI updates	Merge/instance meshes, `CastShadow = false` on small parts, fewer shadowed lights, limit particles, update UI on change only.
Spikes every N seconds	Autosave/GC bursts, synchronized loops across players, big `Clone()`s	Stagger with random offsets; pool objects; spread work across frames.
High ping / rubber banding	Remote spam, large payloads, replicating many property changes	Batch, delta-compress, throttle; tween on clients; see `roblox-networking`.
Long join times	Huge place, many unique assets, no streaming	Streaming, SLIM LOD, fewer unique meshes/textures, `ContentProvider:PreloadAsync` only for critical assets.

Luau hot paths

Cache services, instances, and RaycastParams outside loops; avoid FindFirstChild/GetDescendants

per frame. Replace GetDescendants scans with tags (CollectionService) or maintained sets.

Use deltaTime from Heartbeat/PreSimulation rather than task.wait() loops for per-frame work.
Avoid creating closures/tables per frame in hot loops; reuse buffers with table.clear.
--!native (whole script) or @native (per function) for math-heavy code; typed parameters help

the native compiler. Don't blanket-enable: compile time and a global native-code memory limit.

--!optimize 2 is how Roblox compiles live games already; don't rely on Studio timings for micro-benchmarks.

Rendering and assets

Parts: fewer, larger parts; MeshParts with shared MeshId are instanced (cheap); unions (PartOperation)

can be expensive — check triangle counts in Scene Analysis.

RenderFidelity = Automatic/Performance for detailed meshes; CollisionFidelity = Box/Hull for

decorative meshes; CanCollide/CanQuery/CanTouch = false for pure decoration.

Lights: limit shadow-casting PointLight/SpotLight/SurfaceLight; limit ParticleEmitter.Rate

and particle size (overdraw); Beam/Trail counts.

Textures/images: reuse, keep resolutions reasonable (1024² max for most); SurfaceAppearance sparingly.
Enable streaming (roblox-architecture), Model.LevelOfDetail = SLIM for static models, and let

StreamOutBehavior = Opportunistic free memory.

Physics

Anchor everything that doesn't need to move. Welded decorative parts on moving assemblies add cost.
Fewer, simpler collisions (CollisionFidelity, collision groups to skip pairs); CanTouch = false

where Touched isn't needed.

Avoid setting CFrame of unanchored parts every frame; use constraints or anchor + CFrame.
workspace:BulkMoveTo(parts, cframes, Enum.BulkMoveMode.FireCFrameChanged) to move many anchored parts.
Adaptive timestepping (PhysicsSteppingMethod = Adaptive) reduces physics CPU.

Parallel Luau

Scripts under different Actor instances can run in parallel:

luau

--!strict
-- Script parented under an Actor (one Actor per logical unit, e.g. per NPC group or chunk).
local RunService = game:GetService("RunService")

local results: { number } = {}

RunService.Heartbeat:ConnectParallel(function(_deltaTime)
	-- Parallel phase: read-only access to most instances, pure computation, thread-safe APIs (raycasts).
	for i = 1, 100 do
		results[i] = math.noise(i / 10, os.clock())
	end
	task.synchronize()
	-- Serial phase: write to instances, fire events, call thread-unsafe APIs.
end)

task.desynchronize() / task.synchronize() switch phases; ConnectParallel starts in parallel.
Scripts in the same Actor run serially relative to each other: split work across many Actors.
Can't require or modify most instances while desynchronized. Communicate with Actor:SendMessage /

BindToMessageParallel or SharedTable (SharedTableRegistry).

Good fits: raycast validation, procedural generation, pathfinding-adjacent math, large simulations.

Bad fits: tiny tasks (sync overhead), instance-heavy work.

Profiling walkthrough and memory-leak hunting: references/profiling.md.

Related skills

roblox-architecture (streaming), roblox-networking (bandwidth), roblox-physics, roblox-npc-ai, roblox-studio-mcp (Roblox's rbx-perf-profiling/scene analysis via MCP).