Metrics · AI-Native

Metric monitoring
for your entire environment.

Parseable unifies metrics across your environment, helping teams monitor, filter, alert, and investigate performance from one platform.

Find metrics faster

Browse discovered metrics with names, types, descriptions, data point counts, and time-series behavior from one place.

Narrow the signal

Filter by service, Kubernetes, container, cloud, database, network, telemetry, or any custom field to isolate the metric behind a performance change.

Alerts & AI

Create alerts, add charts to dashboards, forecast trends, and use AI summaries to understand unusual metric behavior faster.

Why Parseable

Metric monitoring with complete visibility

Parseable brings metrics from across your environment into one place, so teams can browse, filter, visualize, alert, and investigate without jumping between dashboards. Metrics stay connected to logs and traces, helping teams move from signal to root cause faster.

Metrics Explorer

See every metric in one place

Browse discovered metrics with names, types, descriptions, data point counts, and time-series behavior from a single explorer.

metric
type
source
value
cpu_usage_seconds
counter
k8s-node
78.4%
memory_working_set
gauge
api-gateway
1.4 GiB
http_request_rate
counter
auth-service
412 rps
Field Filters

Find the right signal

Filter metrics by service, Kubernetes, container, cloud, database, network, telemetry, or any available field to isolate what changed.

ServiceKubernetesContainerCloudDatabaseNetworkTelemetryAll fields
Metric Insights

Compare trends faster

Use insight tiles to analyze metrics side by side, apply filters, group by labels, and switch between count, sum, average, minimum, and maximum views.

countsumavgminmax
Native Alerting

Alert from metric context

Create threshold, anomaly, or forecast-based alerts directly from metric data, with filters, grouping, severity, and notification targets built into the workflow.

ThresholdAnomalyForecast
Dashboards

Save what matters

Add metric charts to dashboards or save filtered views, so useful investigation paths become reusable for the whole team.

Saved view

Use Cases

Built for every observability challenge

Full stack observability

Monitor applications, databases, infrastructure, network, and cloud providers from a single platform. Parseable's columnar storage keeps high cardinality telemetry manageable without forcing you to drop labels or cap retention.

  • Correlate app errors with infra metrics in a single SQL query
  • No schema changes when new services or labels appear
  • Drill into P99 latency by pod, region, or user segment
astronomy-shop-traces
Duration: 38.5msSpans: 53
Span name
0ms9.6ms19.3ms28.9ms38.5ms
user_checkout_multi
38.5ms
POST load-generator
17.6ms
ingress
15.3ms
router frontend
15.2ms
POST frontend
14.8ms
executing api route
14.5ms
grpc.oteldem.Check
13.5ms
prepareOrderItems
7.6ms
db.query.products
5.1ms
cache.get
1.2ms
POST cart-service
9.8ms

AI workloads observability

Leverage telemetry data from MCPs, LLMs, and Agents to build end-to-end visibility with confidence. Track token usage, latency per model, and cost across inference calls.

  • Cost breakdown per model, per user, per session
  • Token-level latency histograms and P99 tracking
  • Alert on unexpected cost spikes or model drift
Agents · Drill-downLast 24 hours

Total sessions

1,246

−12%

Total tokens

18.2M

+23%

Latency P95

5.32s

−7%

Error rate

2.4%

−17%

Trace ID
Model
Tokens
Prompt
trc_9f3a2c1b
claude-3-5
1,842

My order #88821 hasn't arrived and I'd like a refund...

trc_9f3a2c2a
claude-3-5
976

My package was supposed to arrive yesterday, can you...

trc_9f3a2c3b
claude-3-5
2,103

I received the wrong item and I would like to exchange...

trc_9f3a4c1d
claude-opus
3,418

I want to delete my account and all associated data...

trc_9f3a5c2e
claude-3-5
654

I just wanted to say how great the support was during...

trc_9f3a6c3f
claude-3-5
1,291

Can you confirm that my payment of $142.50 was processed...

trc_9f3a7c4g
claude-opus
2,874

I'd like to upgrade my plan to Pro but the button isn't...

Product observability

Understand user behavior, feature adoption, and performance to optimize the user experience. Correlate product events with infrastructure telemetry for a complete picture.

  • Full-cardinality funnel analysis, not sampled, not aggregated away
  • Feature adoption by plan, cohort, region, or user segment
  • Tie slow API responses directly to user drop-off
Query 1astronomy-shop-traces
SELECT
  "service.name",
  "rpc.method",
  "rpc.grpc.status_code",
  span_name, span_trace_id
FROM astronomy-shop-traces
Run ▶SaveFound 125 records
service.name
rpc.method
status
span_name
fraud-detection
EventStream
4
flagd.evaluation.v1.Service/Eve...
fraud-detection
EventStream
4
flagd.evaluation.v1.Service/Eve...
order-service
CreateOrder
0
oteldemo.OrderService/PlaceOrd...
cart-service
GetCart
0
oteldemo.CartService/GetCart...

Audit logging

Capture and analyze user activity, system events, and security logs to ensure compliance and security. Columnar storage keeps audit queries fast even at billion-event scale.

  • Immutable audit trail with configurable retention
  • Sub-second search across all users, actions, and endpoints
  • Export to SIEM or compliance tooling via OTel
astronomy-shop-logs
Last 1 hourSummarize
INFO
WARN
ERROR
8:25am8:37am8:49am9:01am9:13am

2026-04-29T09:23:59.847

body:Convert conversion successful
flags:1
host.name:anton-M5-7D75
service.name:currency
log_category:INFO
observed_time:2026-04-29T09:23:59.776
schema_url:opentelemetry.io/schemas/1.6.1
scope_name:currency
scope_version:1.23.0

2026-04-29T09:24:01.203

body:Payment auth failed: timeout
flags:0
host.name:node-42-prod
service.name:checkout
log_category:ERROR
observed_time:2026-04-29T09:24:01.119
schema_url:opentelemetry.io/schemas/1.6.1
scope_name:checkout
scope_version:1.23.0

FAQ

Frequently asked questions

Can't find what you need? Talk to us.

Turn metric spikes into answers.

Unify metrics across your environment in Parseable, then filter, visualize, alert, and investigate performance with dashboards, SQL, forecasting, AI summaries, and connected logs and traces.

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