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LLM observability icons

Traces, spans, tokens, latency, cost, evals and drift — the icons a monitoring screen for language models needs.

Watching a model in production means new nouns on old charts: tokens per second, cost per call, latency at p99, a prompt that drifted, an eval that regressed, a guardrail that fired. This collection pairs the AI vocabulary with the analytics and devops icons drawn on the same grid, so a dashboard is one set from the sparkline to the alert.

import { Trace, Token, Latency, Drift } from "@iconmind/react";

The 36 icons, described

Tracetrace
A trace — one request followed through every service it touched, span by span.
Spanspan-trace
A span — one timed piece of work inside a distributed trace across services.
Tokentoken
A token, the unit of text a language model actually reads and counts — a word piece or a symbol.
Token counttoken-count
Token count — how many tokens a piece of text became, its length in units.
Latencylatency
Latency — how long you wait for a response, the delay between request and answer.
p99 latencylatency-p99
p99 latency — not the average but the one request in a hundred that hurts, the tail.
Costcost
Cost — what it is costing you, spend, billing and money going out.
Spend alertcost-alert
A coin with an alert mark beside it — spending has crossed a threshold.
Cost explorercost-explorer
A coin beside a magnifying glass — explore where the money goes.
Throughputthroughput
Throughput — how much work gets through per second, the rate or capacity of a system.
Error budgeterror-budget
An error budget — how much failure an SLO allows you before you have to stop shipping.
Driftdrift
Drift — a model and the world slowly coming apart as the data it sees changes.
Evaluationevaluation
Evaluation — measuring how good a model's output is with tests, scores and benchmarks.
Eval suiteeval-suite
An eval suite — a whole battery of checks run together as one harness.
Degradationdegradation
Degradation — performance getting worse over time, a decline or a decay.
Guardrailguardrail
A guardrail — a safety limit the model's output is not allowed to cross.
Content filtercontent-filter
A content filter — the moderation screen that decides what is not allowed through.
Hallucinationhallucination
A hallucination — an answer said with confidence that is true of nothing, invented.
Line chartchart-line
A line chart — see how a metric moved over time as a continuous series.
Bar chartchart-bar
A bar chart — compare quantities side by side across categories or time periods.
Area chartchart-area
An area chart — how much of something there was over time, with the space beneath the line filled.
Chart splinechart-spline
A smooth curve over an axis — a spline chart, a trend drawn without corners.
Metricmetric
A metric — one number watched over time, a KPI or a gauge on a dashboard.
Alertalert
An alert — something fired, a notification raised or a page sent out.
Incidentincident
An incident — something is wrong in production and someone has to respond.
Loglog
A log — what happened, written down as it happened, entry by entry.
Dashboarddashboard
A dashboard — everything worth watching laid out as panels on one screen.
Monitor checkmonitor-check
A screen with a check on it — the display is fine, the machine reports healthy.
Monitor offmonitor-off
A screen with a cross on it — the display is off or the machine is unreachable.
On timeon-time
A timer dial with a check on its face — something that happened on schedule.
Time alerttime-alert
A timer dial with an alert on its face — a time-based warning that something is due.
Budgetbudget
A budget — what is spent against what is allowed, the cap on cost.
Quotaquota
A quota — the most you are allowed, a ceiling on usage before it is refused.
Rate limitrate-limit
A rate limit — many asking and fewer let through, a throttle that returns 429.
Cache hitcache-hit
A cache hit — found it without asking anyone, served fast from the cache.
Cache misscache-miss
A cache miss — not here, go and ask the origin, the slow path.

In code, each is one import — import { Trace } from "@iconmind/react/icons/trace" — and the same name in Vue, Svelte, Solid, Preact, React Native, Astro, Blade and Flutter.

Other collections

Every llm observability icon, free to ship

36 icons drawn on one grid, in outline and duotone at three weights, with the code for nine frameworks. MIT — commercial use, no attribution, no seat count.