Peer context
The same five metrics, computed with the same code, for Apache Cassandra and five comparable Apache Software Foundation projects: Apache Kafka, Apache Spark, Apache Flink, Apache Pulsar, and Apache DataFusion. Cassandra's own line is drawn thicker in every chart below. See the METRICS.md definitions for exactly how each metric is computed.
Time to First Response (GitHub PRs)
CHAOSS: Time to First Response
-
Apache Cassandra
1.05
Sep 2026 · n=71
-
Apache Kafka
0.58
Sep 2026 · n=258
-
Apache Spark
0.35
Sep 2026 · n=602
-
Apache Flink
0.35
Sep 2026 · n=216
-
Apache Pulsar
0.16
Sep 2026 · n=276
-
Apache DataFusion
0.85
Sep 2026 · n=565
Change Request Closure Ratio
CHAOSS: Change Request Closure Ratio
-
Apache Cassandra
0.53
Sep 2026 · n=144
-
Apache Kafka
0.83
Sep 2026 · n=328
-
Apache Spark
0.87
Sep 2026 · n=719
-
Apache Flink
0.99
Sep 2026 · n=281
-
Apache Pulsar
0.93
Sep 2026 · n=290
-
Apache DataFusion
0.84
Sep 2026 · n=690
Contributor Absence Factor
CHAOSS: Contributor Absence Factor
-
Apache Cassandra
7.0
Sep 2026 · n=97
-
Apache Kafka
19.0
Sep 2026 · n=269
-
Apache Spark
12.0
Sep 2026 · n=445
-
Apache Flink
10.0
Sep 2026 · n=183
-
Apache Pulsar
2.0
Sep 2026 · n=101
-
Apache DataFusion
21.0
Sep 2026 · n=478
Release Frequency (trailing 24 months)
CHAOSS: Release Frequency
-
Apache Cassandra
24.0
Sep 2026 · n=24
-
Apache Kafka
16.0
Sep 2026 · n=16
-
Apache Spark
17.0
Sep 2026 · n=17
-
Apache Flink
17.0
Sep 2026 · n=17
-
Apache Pulsar
42.0
Sep 2026 · n=42
-
Apache DataFusion
30.0
Sep 2026 · n=30
Open PR backlog (total)
CHAOSS: Change Requests (adapted)
-
Apache Cassandra
549.0
Sep 2026 · n=549
-
Apache Kafka
584.0
Sep 2026 · n=584
-
Apache Spark
567.0
Sep 2026 · n=567
-
Apache Flink
367.0
Sep 2026 · n=367
-
Apache Pulsar
506.0
Sep 2026 · n=506
-
Apache DataFusion
447.0
Sep 2026 · n=447
Current month, all six projects
| Project | As of | Time to First Response (GitHub PRs) | Change Request Closure Ratio | Contributor Absence Factor | Release Frequency (trailing 24 months) | Open PR backlog (total) |
|---|---|---|---|---|---|---|
| Apache Cassandra | 2026-09-30 | 1.05 | 0.53 | 7.0 | 24.0 | 549 |
| Apache Kafka | 2026-09-30 | 0.58 | 0.83 | 19.0 | 16.0 | 584 |
| Apache Spark | 2026-09-30 | 0.35 | 0.87 | 12.0 | 17.0 | 567 |
| Apache Flink | 2026-09-30 | 0.35 | 0.99 | 10.0 | 17.0 | 367 |
| Apache Pulsar | 2026-09-30 | 0.16 | 0.93 | 2.0 | 42.0 | 506 |
| Apache DataFusion | 2026-09-30 | 0.85 | 0.84 | 21.0 | 30.0 | 447 |