Metrix Logo
Production / Node Performance

Node Performance

LangGraph node-level metrics: latency, error rates, and retries.

Time range
Customer
Slowest node

Node with highest p95 latency.

extract_order
p95: 4.25s
Highest error rate

Node with most failures.

match_stops
3.8% error rate
Most retries

Node with most retry attempts.

match_stops
1.45 avg retries
Total invocations

Total node invocations in period.

28.5K
across all nodes
+12%
vs previous period
Node Latency Ranking

Which nodes are slowest on average?

4.25s2.18s1.65s0.89s0.45s0.32s0.18s0.09sextract_ordermatch_stopsenrich_ordermatch_customerclassify_messagefilter_attachmentsparse_emailvalidate_output0.0s1.0s2.0s3.0s4.0s5.0s
Normal (< 1.5s)
Warning (1.5s - 3s)
Slow (> 3s)
Node Error Rate

Which nodes fail most often?

0%1%2%3%4%5%3.8%2.4%1.9%1.2%0.8%0.4%0.2%0.1%match_stopsmatch_customerextract_orderenrich_orderclassify_messagefilter_attachmentsparse_emailvalidate_output
Low (< 1.5%)
Warning (1.5% - 3%)
High (> 3%)
Retries per Node

Where do we spend time on retries?

14,533
Total retries
match_stops
Most retries