[dustinbyrne]

💡 Motivation and Context

Group-aggregated enrollment flags can return False locally when no group key is supplied, even when the person has explicitly enrolled. With group context supplied, they unnecessarily fall back to remote evaluation.

Evaluate person enrollment before requiring group context, matching the flags service. Missing enrollment remains inconclusive and eligible for remote fallback. Inactive flags remain false, and experience-continuity flags continue to defer.

The early-access creation API rejects group-based flags; this defensively handles downloaded definitions carrying that combination. Nested group-enrollment dependencies retain their existing conservative fallback.

No public API or wire-format changes. Includes a patch changeset. Related specification: PostHog/sdk-specs#178.

💚 How did you test it?

• Seven focused regression cases fail on the base revision and pass with the fix.
• 517 tests passed across local evaluation, snapshots, flag getters/results, and async flags.
• Ruff lint/format, mypy-baseline, warnings-as-errors import, and public API snapshot checks passed.
• Comprehensive and independent adversarial AI review found no issues. No live backend testing.

📝 Checklist

• All commits are signed (see Commit signing)
• I reviewed the submitted code.
• I added tests to verify the changes.
• I updated the docs if needed.
• No breaking change or entry added to the changelog.

If releasing new changes

• Added a patch changeset for pypi/posthog.

🤖 Agent context

Autonomy: Human-driven (agent-assisted)

Implemented with pi. The builtin reviewer agent performed a comprehensive review and an independent adversarial pass. Human review is still required.

[stamphog]

Approved.

Contained local-evaluation fix with focused regression coverage and no open substantive concerns. The trusted context also reports a current-head independent review with no findings.

• Author wrote 0% of the modified lines and has 12 merged PRs in these paths (familiarity MODERATE).
• PostHog Review (Standard) reviewed the current head: no findings.

Gate mechanics and policy version

Gate		Result
prerequisites	✓	all clear
deny-list	✓	no deny categories matched
size	✓	24L, 2F substantive, 147L/4F incl. docs/generated/snapshots — within ceiling
tier	✓	T1-agent / T1c-medium (147L, 4F, two-areas, fix)
stamphog 2.7.0		.stamphog/policy.yml @ ac15918 · reviewed head ac15918

[github-actions]

posthog-python Compliance Report

Date: 2026-11-05T22:24:13.751403+00:00
Duration: 260033ms

✅ All Tests Passed!

121/121 tests passed

---

Capture_V1 Tests

✅ 95/95 tests passed

View Details

Test	Status	Duration
Endpoint And Method.Targets V1 Endpoint	✅	516ms
Endpoint And Method.Does Not Use Legacy Endpoints	✅	512ms
Required Headers.Has Authorization Bearer Header	✅	511ms
Required Headers.Has Content Type Json	✅	511ms
Required Headers.Has Posthog Sdk Info Format	✅	511ms
Required Headers.Has Posthog Attempt Header	✅	511ms
Required Headers.Has Posthog Request Id	✅	511ms
Required Headers.Has Posthog Request Timestamp	✅	512ms
Required Headers.Has User Agent	✅	511ms
Body Format.Body Has Created At And Batch	✅	511ms
Body Format.No Api Key In Body	✅	511ms
Body Format.No Sent At In Body	✅	511ms
Event Format.Event Has Required Root Fields	✅	511ms
Event Format.Event Uuid Is Valid	✅	511ms
Event Format.Event Timestamp Is Rfc3339	✅	511ms
Event Format.Non Utc Event Timestamp Is Converted To Utc	✅	527ms
Event Format.Distinct Id Is String	✅	511ms
Event Format.Distinct Id At Root Not Properties	✅	510ms
Event Format.Custom Properties Preserved	✅	511ms
Event Format.Set Properties Preserved	✅	512ms
Event Format.Set Once Properties Preserved	✅	511ms
Event Format.Groups Properties Preserved	✅	511ms
Event Format.Sdk Generates Uuid If Not Provided	✅	511ms
Event Format.Event Has Required Root Fields Batch	✅	514ms
Event Format.Event Uuid Is Valid Batch	✅	515ms
Event Format.Event Timestamp Is Rfc3339 Batch	✅	514ms
Event Format.Distinct Id Is String Batch	✅	513ms
Event Format.Distinct Id At Root Not Properties Batch	✅	514ms
Event Format.Custom Properties Preserved Batch	✅	514ms
Event Format.Set Properties Preserved Batch	✅	514ms
Event Format.Set Once Properties Preserved Batch	✅	515ms
Event Format.Groups Properties Preserved Batch	✅	514ms
Event Format.Sdk Generates Uuid If Not Provided Batch	✅	514ms
Batch Behavior.Multiple Events In Single Batch	✅	518ms
Batch Behavior.Batch Envelope Smoke	✅	516ms
Batch Behavior.Flush With No Events Sends Nothing	✅	506ms
Batch Behavior.Flush At Triggers Batch	✅	1013ms
Batch Behavior.Created At Reflects Batch Creation Time	✅	511ms
Deduplication.Generates Unique Uuids	✅	518ms
Deduplication.Different Events Same Content Different Uuids	✅	513ms
Deduplication.Preserves Uuid On Retry	✅	6516ms
Deduplication.Preserves Timestamp On Retry	✅	6520ms
Deduplication.Preserves Uuid And Timestamp On Batch Retry	✅	6523ms
Deduplication.No Duplicate Events In Batch	✅	518ms
Header Behavior On Retry.Attempt Header Starts At One	✅	511ms
Header Behavior On Retry.Attempt Header Increments On Retry	✅	13529ms
Header Behavior On Retry.Request Id Preserved On Retry	✅	6516ms
Header Behavior On Retry.Different Requests Have Different Request Ids	✅	3020ms
Header Behavior On Retry.Request Timestamp Changes On Retry	✅	6517ms
Response Format Validation.Success Response Has Uuid Keyed Results	✅	512ms
Response Format Validation.Success Response Has Ok For Each Event	✅	515ms
Response Format Validation.Success No Retry After When All Ok	✅	513ms
Response Format Validation.Success Retry After Present When Retry Events	✅	1517ms
Response Format Validation.Success No Retry After When Drop Only	✅	514ms
Response Format Validation.Response Echoes Request Id	✅	510ms
Retry Behavior.Retries On 408	✅	6520ms
Retry Behavior.Retries On 500	✅	6521ms
Retry Behavior.Retries On 503	✅	8525ms
Retry Behavior.Retries On 504	✅	6517ms
Retry Behavior.Retryable Errors Have Retry After	✅	3517ms
Retry Behavior.Respects Retry After On Retryable Error	✅	11524ms
Retry Behavior.Does Not Retry On 400	✅	2514ms
Retry Behavior.Does Not Retry On 401	✅	2514ms
Retry Behavior.Does Not Retry On 402	✅	2515ms
Retry Behavior.Does Not Retry On 413	✅	2514ms
Retry Behavior.Does Not Retry On 415	✅	2515ms
Retry Behavior.Non Retryable Errors Have No Retry After	✅	2513ms
Retry Behavior.Implements Backoff	✅	22537ms
Retry Behavior.Max Retries Respected	✅	22537ms
Partial Batch Handling.Handles 200 Full Success	✅	2512ms
Partial Batch Handling.Handles 200 With All Ok	✅	3517ms
Partial Batch Handling.Does Not Retry Dropped Events	✅	3517ms
Partial Batch Handling.Does Not Retry Limited Events	✅	3516ms
Partial Batch Handling.Prunes Ok Events On Partial Retry	✅	6520ms
Partial Batch Handling.Prunes Dropped Events On Partial Retry	✅	6517ms
Partial Batch Handling.Retries Only Retry Events From Partial	✅	6523ms
Partial Batch Handling.Partial Retry Preserves Uuids	✅	6521ms
Partial Batch Handling.Partial Retry Attempt Header Increments	✅	6521ms
Partial Batch Handling.Partial Retry Request Id Preserved	✅	6518ms
Partial Batch Handling.Respects Retry After On Partial	✅	8521ms
Partial Batch Handling.Unknown Result Treated As Terminal	✅	3517ms
Partial Batch Handling.Mixed Ok Drop Limited No Retry	✅	3517ms
Compression.Sends Gzip Content Encoding	✅	512ms
Compression.No Content Encoding When Disabled	✅	511ms
Compression.Compressed Body Is Decompressible	✅	512ms
Error Handling.Does Not Retry On Unknown 4Xx	✅	2514ms
Event Options.Cookieless Mode Override	✅	511ms
Event Options.Disable Skew Correction Override	✅	511ms
Event Options.Process Person Profile Override	✅	512ms
Event Options.Product Tour Id Override	✅	511ms
Event Options.Unset Options Omitted	✅	511ms
Event Options.Options Override In Batch	✅	514ms
Geoip And Historical Migration.Geoip Disable Injected Into Properties	✅	511ms
Geoip And Historical Migration.Historical Migration Set In Body	✅	512ms
Geoip And Historical Migration.Historical Migration Absent By Default	✅	511ms

Capture_Ai Tests

✅ 5/5 tests passed

View Details

Test	Status	Duration
Routing.Capture Ai Posts To Ai Endpoint	✅	511ms
Routing.Capture Does Not Reroute Ai Named Events	✅	511ms
Identity.Capture Ai Event Has Uuid	✅	512ms
Identity.Capture Ai Keeps Supplied Uuid	✅	511ms
Timestamp Format.Non Utc Event Timestamp Is Converted To Utc	✅	512ms

Feature_Flags Tests

✅ 17/17 tests passed

View Details

Test	Status	Duration
Request Payload.Request With Person Properties Device Id	✅	12ms
Request Payload.Flags Request Uses V4 Query Param	✅	9ms
Request Payload.Flags Request Hits Flags Path Not Decide	✅	9ms
Request Payload.Flags Request Omits Authorization Header	✅	9ms
Request Payload.Token In Flags Body Matches Init	✅	8ms
Request Payload.Groups Round Trip	✅	9ms
Request Payload.Groups Default To Empty Object	✅	9ms
Request Payload.Disable Geoip False Propagates As Geoip Disable False	✅	9ms
Request Payload.Disable Geoip Omitted Defaults To False	✅	9ms
Request Payload.Flag Keys To Evaluate Contains Only Requested Key	✅	9ms
Request Lifecycle.No Flags Request On Init Alone	✅	4ms
Request Lifecycle.No Flags Request On Normal Capture	✅	509ms
Request Lifecycle.Two Flag Calls Produce Two Remote Requests	✅	14ms
Request Lifecycle.Mock Response Value Is Returned To Caller	✅	9ms
Retry Behavior.Retries Flags On 502	✅	313ms
Retry Behavior.Retries Flags On 504	✅	314ms
Side Effect Events.Get Feature Flag Captures Feature Flag Called Event	✅	511ms

Feature_Flags_Local_Evaluation Tests

✅ 4/4 tests passed

View Details

Test	Status	Duration
Versioned Boolean Matching.Matching Version Missing	✅	64ms
Versioned Boolean Matching.Matching Version 1	✅	63ms
Versioned Boolean Matching.Matching Version 2	✅	62ms
Versioned Boolean Matching.Version Only Reload 1 2 1 2 Missing	✅	33ms

[github-actions]

SDK performance: posthog-python

Benchmarks completed. No changes flagged for review.

Flags require at least a 5% change in the median and all six pairs agreeing on direction. This is a noise filter, not proof of a performance change or a CI gate.

View all results

Test	Measurement	Before PR	With PR	Change	Assessment
Capture and deliver events (32-byte payload, burst) Shard: capture	Managed heap after settling	—	—	—	unavailable; base:​ unsupported; head:​ unsupported; base:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​; head:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​
Capture and deliver events (4,096-byte payload, burst) Shard: capture	Managed heap after settling	—	—	—	unavailable; base:​ unsupported; head:​ unsupported; base:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​; head:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​
Capture and deliver events (32-byte payload, steady) Shard: capture	Managed heap after settling	—	—	—	unavailable; base:​ unsupported; head:​ unsupported; base:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​; head:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​
Capture and deliver events (4,096-byte payload, steady) Shard: capture	Managed heap after settling	—	—	—	unavailable; base:​ unsupported; head:​ unsupported; base:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​; head:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​
Queue an event (32-byte payload) Shard: capture	Allocated memory per operation	—	—	—	unavailable; base:​ unsupported; head:​ unsupported; base:​ Background preparation has no public completion boundary before flush; see capture.​drain for full-pipeline allocations.​; head:​ Background preparation has no public completion boundary before flush; see capture.​drain for full-pipeline allocations.​
Queue an event (32-byte payload) Shard: capture	Allocations per operation	—	—	—	unavailable; base:​ unsupported; head:​ unsupported; base:​ Background preparation has no public completion boundary before flush; see capture.​drain for full-pipeline allocations.​; head:​ Background preparation has no public completion boundary before flush; see capture.​drain for full-pipeline allocations.​
Queue an event (4,096-byte payload) Shard: capture	Allocated memory per operation	—	—	—	unavailable; base:​ unsupported; head:​ unsupported; base:​ Background preparation has no public completion boundary before flush; see capture.​drain for full-pipeline allocations.​; head:​ Background preparation has no public completion boundary before flush; see capture.​drain for full-pipeline allocations.​
Queue an event (4,096-byte payload) Shard: capture	Allocations per operation	—	—	—	unavailable; base:​ unsupported; head:​ unsupported; base:​ Background preparation has no public completion boundary before flush; see capture.​drain for full-pipeline allocations.​; head:​ Background preparation has no public completion boundary before flush; see capture.​drain for full-pipeline allocations.​
Evaluate 1,000 flags under concurrent load Shard: flags-memory	Managed heap after settling	—	—	—	unavailable; base:​ unsupported; head:​ unsupported; base:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​; head:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​
Refresh 1,000 flag definitions Shard: flags-memory	Managed heap after settling	—	—	—	unavailable; base:​ unsupported; head:​ unsupported; base:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​; head:​ CPython has no uninstrumented total managed-heap byte counter; tracing would distort this RSS pass.​
Capture and deliver events (32-byte payload, burst) Shard: capture	Allocated memory per operation	113.54 KiB/op	113.54 KiB/op	<0.1% less memory	Not flagged
Capture and deliver events (32-byte payload, burst) Shard: capture	Allocations per operation	1,096.6 count/op	1,096.6 count/op	<0.1% more	Not flagged
Capture and deliver events (32-byte payload, burst) Shard: capture	Time per operation	115.56 µs/op	119.08 µs/op	3% more time	Not flagged
Capture and deliver events (32-byte payload, burst) Shard: capture	Idle process memory (RSS)	35.99 MiB	36.01 MiB	<0.1% more memory	Not flagged
Capture and deliver events (32-byte payload, burst) Shard: capture	Observed peak process memory (RSS)	37.73 MiB	37.75 MiB	<0.1% more memory	Not flagged
Capture and deliver events (32-byte payload, burst) Shard: capture	Process memory after settling (RSS)	37.73 MiB	37.75 MiB	<0.1% more memory	Not flagged
Capture and deliver events (32-byte payload, burst) Shard: capture	Process CPU time per operation	116.23 µs/op	121.18 µs/op	4.3% more time	Not flagged
Capture and deliver events (32-byte payload, burst) Shard: capture	Lifetime peak process memory (RSS)	40.39 MiB	40.39 MiB	No observed change	Not flagged
Capture and deliver events (4,096-byte payload, burst) Shard: capture	Allocated memory per operation	166.11 KiB/op	166.1 KiB/op	<0.1% less memory	Not flagged
Capture and deliver events (4,096-byte payload, burst) Shard: capture	Allocations per operation	1,089.64 count/op	1,089.63 count/op	<0.1% fewer	Not flagged
Capture and deliver events (4,096-byte payload, burst) Shard: capture	Time per operation	160.09 µs/op	150.38 µs/op	6.1% less time	Not flagged
Capture and deliver events (4,096-byte payload, burst) Shard: capture	Idle process memory (RSS)	40.88 MiB	40.83 MiB	0.1% less memory	Not flagged
Capture and deliver events (4,096-byte payload, burst) Shard: capture	Observed peak process memory (RSS)	45.97 MiB	45.91 MiB	0.1% less memory	Not flagged
Capture and deliver events (4,096-byte payload, burst) Shard: capture	Process memory after settling (RSS)	45.97 MiB	45.91 MiB	0.1% less memory	Not flagged
Capture and deliver events (4,096-byte payload, burst) Shard: capture	Process CPU time per operation	155.14 µs/op	141.15 µs/op	9% less time	Not flagged
Capture and deliver events (4,096-byte payload, burst) Shard: capture	Lifetime peak process memory (RSS)	50.82 MiB	50.76 MiB	0.1% less memory	Not flagged
Capture and deliver events (32-byte payload, steady) Shard: capture	Allocated memory per operation	117.68 KiB/op	117.68 KiB/op	<0.1% more memory	Not flagged
Capture and deliver events (32-byte payload, steady) Shard: capture	Allocations per operation	1,136.58 count/op	1,136.6 count/op	<0.1% more	Not flagged
Capture and deliver events (32-byte payload, steady) Shard: capture	Time per operation	132.17 µs/op	137.9 µs/op	4.3% more time	Not flagged
Capture and deliver events (32-byte payload, steady) Shard: capture	Idle process memory (RSS)	35.95 MiB	35.86 MiB	0.2% less memory	Not flagged
Capture and deliver events (32-byte payload, steady) Shard: capture	Observed peak process memory (RSS)	36.05 MiB	35.97 MiB	0.2% less memory	Not flagged
Capture and deliver events (32-byte payload, steady) Shard: capture	Process memory after settling (RSS)	36.05 MiB	35.97 MiB	0.2% less memory	Not flagged
Capture and deliver events (32-byte payload, steady) Shard: capture	Process CPU time per operation	128.63 µs/op	136.24 µs/op	5.9% more time	Not flagged
Capture and deliver events (32-byte payload, steady) Shard: capture	Lifetime peak process memory (RSS)	40.39 MiB	40.39 MiB	No observed change	Not flagged
Capture and deliver events (4,096-byte payload, steady) Shard: capture	Allocated memory per operation	170.57 KiB/op	170.57 KiB/op	<0.1% more memory	Not flagged
Capture and deliver events (4,096-byte payload, steady) Shard: capture	Allocations per operation	1,129.49 count/op	1,129.5 count/op	<0.1% more	Not flagged
Capture and deliver events (4,096-byte payload, steady) Shard: capture	Time per operation	162.15 µs/op	154.99 µs/op	4.4% less time	Not flagged
Capture and deliver events (4,096-byte payload, steady) Shard: capture	Idle process memory (RSS)	40.68 MiB	40.75 MiB	0.2% more memory	Not flagged
Capture and deliver events (4,096-byte payload, steady) Shard: capture	Observed peak process memory (RSS)	40.69 MiB	40.75 MiB	0.2% more memory	Not flagged
Capture and deliver events (4,096-byte payload, steady) Shard: capture	Process memory after settling (RSS)	40.69 MiB	40.75 MiB	0.2% more memory	Not flagged
Capture and deliver events (4,096-byte payload, steady) Shard: capture	Process CPU time per operation	155.57 µs/op	147.04 µs/op	5.5% less time	Not flagged
Capture and deliver events (4,096-byte payload, steady) Shard: capture	Lifetime peak process memory (RSS)	40.99 MiB	41.06 MiB	0.2% more memory	Not flagged
Queue an event (32-byte payload) Shard: capture	Caller-thread CPU time per operation	95.21 µs/op	86.38 µs/op	9.3% less time	Not flagged
Queue an event (32-byte payload) Shard: capture	Time per operation	98.57 µs/op	88.59 µs/op	10.1% less time	Not flagged
Queue an event (4,096-byte payload) Shard: capture	Caller-thread CPU time per operation	92.43 µs/op	84.01 µs/op	9.1% less time	Not flagged
Queue an event (4,096-byte payload) Shard: capture	Time per operation	93.02 µs/op	87.44 µs/op	6% less time	Not flagged
Evaluate all 10 flags Shard: flags-scaling	Allocated memory per operation	200.98 KiB/op	202.67 KiB/op	0.8% more memory	Not flagged
Evaluate all 10 flags Shard: flags-scaling	Allocations per operation	2,339.33 count/op	2,375.33 count/op	1.5% more	Not flagged
Evaluate all 10 flags Shard: flags-scaling	Time per operation	131.04 µs/op	132.18 µs/op	0.9% more time	Not flagged
Evaluate all 10 flags Shard: flags-scaling	Process CPU time per operation	131.04 µs/op	132.17 µs/op	0.9% more time	Not flagged
Evaluate all 100 flags Shard: flags-scaling	Allocated memory per operation	1.93 MiB/op	1.95 MiB/op	0.9% more memory	Not flagged
Evaluate all 100 flags Shard: flags-scaling	Allocations per operation	23,013.56 count/op	23,373.56 count/op	1.6% more	Not flagged
Evaluate all 100 flags Shard: flags-scaling	Time per operation	1.22 ms/op	1.24 ms/op	1.4% more time	Not flagged
Evaluate all 100 flags Shard: flags-scaling	Process CPU time per operation	1.22 ms/op	1.24 ms/op	1.4% more time	Not flagged
Evaluate all 1,000 flags Shard: flags-scaling	Allocated memory per operation	19.24 MiB/op	19.41 MiB/op	0.9% more memory	Not flagged
Evaluate all 1,000 flags Shard: flags-scaling	Allocations per operation	229,654.94 count/op	233,254.94 count/op	1.6% more	Not flagged
Evaluate all 1,000 flags Shard: flags-scaling	Time per operation	12.1 ms/op	12.24 ms/op	1.1% more time	Not flagged
Evaluate all 1,000 flags Shard: flags-scaling	Process CPU time per operation	12.1 ms/op	12.24 ms/op	1.1% more time	Not flagged
Evaluate 1,000 flags under concurrent load Shard: flags-memory	Idle process memory (RSS)	41.69 MiB	42.35 MiB	1.6% more memory	Not flagged
Evaluate 1,000 flags under concurrent load Shard: flags-memory	Observed peak process memory (RSS)	42 MiB	42.7 MiB	1.7% more memory	Not flagged
Evaluate 1,000 flags under concurrent load Shard: flags-memory	Process memory after settling (RSS)	42 MiB	42.7 MiB	1.7% more memory	Not flagged
Evaluate 1,000 flags under concurrent load Shard: flags-memory	Lifetime peak process memory (RSS)	42.53 MiB	42.49 MiB	<0.1% less memory	Not flagged
Refresh 1,000 flag definitions Shard: flags-memory	Idle process memory (RSS)	42.12 MiB	41.86 MiB	0.6% less memory	Not flagged
Refresh 1,000 flag definitions Shard: flags-memory	Observed peak process memory (RSS)	42.17 MiB	42.61 MiB	1.1% more memory	Not flagged
Refresh 1,000 flag definitions Shard: flags-memory	Process memory after settling (RSS)	41.51 MiB	42.61 MiB	2.7% more memory	Not flagged
Refresh 1,000 flag definitions Shard: flags-memory	Lifetime peak process memory (RSS)	42.5 MiB	42.81 MiB	0.7% more memory	Not flagged
Evaluate one boolean flag Shard: flags-single	Allocated memory per operation	15.05 KiB/op	15.24 KiB/op	1.2% more memory	Not flagged
Evaluate one boolean flag Shard: flags-single	Allocations per operation	173.76 count/op	177.76 count/op	2.3% more	Not flagged
Evaluate one boolean flag Shard: flags-single	Time per operation	12.25 µs/op	12.46 µs/op	1.7% more time	Not flagged
Evaluate one boolean flag Shard: flags-single	Process CPU time per operation	12.25 µs/op	12.46 µs/op	1.7% more time	Not flagged
Evaluate a cohort-filtered flag Shard: flags-single	Allocated memory per operation	23.12 KiB/op	23.31 KiB/op	0.8% more memory	Not flagged
Evaluate a cohort-filtered flag Shard: flags-single	Allocations per operation	270.27 count/op	274.27 count/op	1.5% more	Not flagged
Evaluate a cohort-filtered flag Shard: flags-single	Time per operation	20.43 µs/op	20.64 µs/op	1% more time	Not flagged
Evaluate a cohort-filtered flag Shard: flags-single	Process CPU time per operation	20.43 µs/op	20.64 µs/op	1% more time	Not flagged
Evaluate a flag (early match) Shard: flags-single	Allocated memory per operation	35.71 KiB/op	35.9 KiB/op	0.5% more memory	Not flagged
Evaluate a flag (early match) Shard: flags-single	Allocations per operation	387.27 count/op	391.27 count/op	1% more	Not flagged
Evaluate a flag (early match) Shard: flags-single	Time per operation	26.06 µs/op	25.76 µs/op	1.2% less time	Not flagged
Evaluate a flag (early match) Shard: flags-single	Process CPU time per operation	26.05 µs/op	25.75 µs/op	1.1% less time	Not flagged
Evaluate a flag (late match) Shard: flags-single	Allocated memory per operation	53.59 KiB/op	53.78 KiB/op	0.3% more memory	Not flagged
Evaluate a flag (late match) Shard: flags-single	Allocations per operation	576.27 count/op	580.27 count/op	0.7% more	Not flagged
Evaluate a flag (late match) Shard: flags-single	Time per operation	36.77 µs/op	36.02 µs/op	2% less time	Not flagged
Evaluate a flag (late match) Shard: flags-single	Process CPU time per operation	36.77 µs/op	36.02 µs/op	2% less time	Not flagged
Evaluate a flag (no match) Shard: flags-single	Allocated memory per operation	52.14 KiB/op	52.33 KiB/op	0.4% more memory	Not flagged
Evaluate a flag (no match) Shard: flags-single	Allocations per operation	556.77 count/op	560.77 count/op	0.7% more	Not flagged
Evaluate a flag (no match) Shard: flags-single	Time per operation	32.34 µs/op	32.31 µs/op	0.1% less time	Not flagged
Evaluate a flag (no match) Shard: flags-single	Process CPU time per operation	32.34 µs/op	32.31 µs/op	0.1% less time	Not flagged
Evaluate a property-filtered flag Shard: flags-single	Allocated memory per operation	17.84 KiB/op	18.02 KiB/op	1.1% more memory	Not flagged
Evaluate a property-filtered flag Shard: flags-single	Allocations per operation	198.27 count/op	202.27 count/op	2% more	Not flagged
Evaluate a property-filtered flag Shard: flags-single	Time per operation	15.09 µs/op	15.04 µs/op	0.4% less time	Not flagged
Evaluate a property-filtered flag Shard: flags-single	Process CPU time per operation	15.09 µs/op	15.04 µs/op	0.4% less time	Not flagged
Evaluate a regex-filtered flag Shard: flags-single	Allocated memory per operation	19.23 KiB/op	19.41 KiB/op	1% more memory	Not flagged
Evaluate a regex-filtered flag Shard: flags-single	Allocations per operation	210.77 count/op	214.77 count/op	1.9% more	Not flagged
Evaluate a regex-filtered flag Shard: flags-single	Time per operation	15.26 µs/op	15.47 µs/op	1.4% more time	Not flagged
Evaluate a regex-filtered flag Shard: flags-single	Process CPU time per operation	15.26 µs/op	15.47 µs/op	1.4% more time	Not flagged
Evaluate a rollout flag Shard: flags-single	Allocated memory per operation	14.04 KiB/op	14.22 KiB/op	1.3% more memory	Not flagged
Evaluate a rollout flag Shard: flags-single	Allocations per operation	160.76 count/op	164.76 count/op	2.5% more	Not flagged
Evaluate a rollout flag Shard: flags-single	Time per operation	11.45 µs/op	11.59 µs/op	1.2% more time	Not flagged
Evaluate a rollout flag Shard: flags-single	Process CPU time per operation	11.45 µs/op	11.59 µs/op	1.2% more time	Not flagged
Evaluate a multivariate flag Shard: flags-single	Allocated memory per operation	15.21 KiB/op	15.39 KiB/op	1.2% more memory	Not flagged
Evaluate a multivariate flag Shard: flags-single	Allocations per operation	177.77 count/op	181.77 count/op	2.3% more	Not flagged
Evaluate a multivariate flag Shard: flags-single	Time per operation	12.88 µs/op	12.87 µs/op	<0.1% less time	Not flagged
Evaluate a multivariate flag Shard: flags-single	Process CPU time per operation	12.88 µs/op	12.87 µs/op	<0.1% less time	Not flagged

Values are medians of paired measurements. Not flagged does not mean unchanged. Unavailable means a measurement could not be provided, not zero. Estimated allocation measurements retain their instrumentation uncertainty. RSS measures the whole process, not just SDK allocations; observed peaks are sampled checkpoints. Paired ranges in the diagnostics describe variability, not confidence intervals.

Each shard uses its own runner; compare Before PR against With PR within a row, not across shards.

Compared f3116ffca51ba3dcac8527bb0c50505bab079bdc → ac1591844a759b7bd88e516f35debbf66e917b10.

Full report and diagnostics

102 metric rows; 102 rows shown in all results. Omitted or shortened data remain in comparison.json, including per-runner environments, resource limits, measurement methods, samples and checkpoints.