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Appwrite is spending this quarter on latency: the CLI, cold starts, and now builds.
Alternatives · software development tools
ps alternatives
The best ps alternatives in software development tools, ranked by Sparkpulse's velocity_score.
Updated Aug 13, 2026
Looking for the best alternatives to ps? Sparkpulse tracks and ranks 12 alternatives in software development tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, ps shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About ps
ps grew from a process inspector into the thing that reliably kills what you started.
ps is the cross-platform process API underneath processx and callr, and its recent work splits between widening what it can query and hardening the guarantee that a handle still refers to the process you think it does. Version 1.8.0 added interruptible multi-process waiting, vectorised signalling, and graceful kill with a TERM-then-KILL grace period. Version 1.9.3 rebuilt Linux process creation times on a clock pair instead of integer-second boot time, closing a window where two processes could look identical.
Velocity 0.0 · Last update 52m ago
Top 12 alternatives to ps
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
DEVOPS
Agno keeps building the operations layer around its agents, not just the agents.
DEVOPS
Sanity is widening the surface agents can act on while forcing its own packages onto modern Node.
DEVOPS
Zarr's package split keeps producing standalone tools: a server, now a lazy indexer.
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Camunda's 8.10 alpha threads business IDs through the stack while the tag feed fills with CI noise.
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httr2 is growing production concerns: tracing, throttling and token hygiene.
DEVOPS
zip 3.0 added encryption, turning a plumbing package into a complete archive tool.
DEVOPS
TypeDB is making the query path cheaper and the schema finally editable.
DEVOPS
odbc keeps turning into an authentication broker with a database driver attached.
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Load-bearing across CRAN, and untouched since January 2021.
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wk spent one release fixing what empty means, then went quiet.
DEVOPS
A package whose entire job is to ship someone else's database on time.
ps vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| ps (baseline) | 0.0 | 0 | processesr-libprocessx | Multi-process waiting, vectorised signals and graceful kill |
| Appwrite | 10.0 | 3 | performancecold-startsdeveloper-tooling | The Appwrite CLI is now written in Go |
| Agno | 10.0 | 1 | agentosobservabilitydurable-state | Ask your AgentOS how it's doing, in plain English |
| Sanity | 7.5 | 1 | mcpagent-toolingesm-migration | Sanity Studio v6.9.2: Sanity New, Content Releases fixes, and Studio UI improvements |
| zarr-python | 6.3 | 1 | array storagepackage splitlazy indexing | zarr_http_server-v0.1.0: HTTP server that exposes stores, arrays, groups (#3732) |
| Zeebe | 5.0 | 0 | workflow-orchestrationbusiness-idmonorepo-tags | — |
| httr2 | 2.5 | 0 | rhttp-clientoauth | httr2 1.2.2 emits OpenTelemetry traces for every request |
| zip | 2.5 | 0 | rarchivescompression | zip 3.0.0 adds AES-256 password-protected archives |
| TypeDB | 2.5 | 0 | graph-databasequery-cachingschema-evolution | — |
| odbc | 0.0 | 0 | databasesdbisnowflake | Snowflake config moves to connections.toml; Databricks gains federated identity |
| rappdirs | 0.0 | 0 | filesystemconfig-pathsdependency | — |
| wk | 0.0 | 0 | geospatialgeometrysf | Breaking: EMPTY and null points get separate representations |
| tzdb | 0.0 | 0 | time-zonescpp-headerstidyverse | tzdb exposes the date library as C++ headers |
The 12 best ps alternatives, in depth
1. Appwrite · velocity 10.0
Appwrite is spending this quarter on latency: the CLI, cold starts, and now builds.
Over the last 30 days Appwrite shipped 3 meaningful updates vs ps's 0, most recently “The Appwrite CLI is now written in Go”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where ps leans on processes, r lib and processx, Appwrite focuses on performance, cold starts and developer tooling.
Over the last 30 days Appwrite has been shipping faster than ps — a point in its favour if release momentum matters to you.
2. Agno · velocity 10.0
Agno keeps building the operations layer around its agents, not just the agents.
Over the last 30 days Agno shipped 1 meaningful update vs ps's 0, most recently “Ask your AgentOS how it's doing, in plain English”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where ps leans on processes, r lib and processx, Agno focuses on agentos, observability and durable state.
Over the last 30 days Agno has been shipping faster than ps — a point in its favour if release momentum matters to you.
3. Sanity · velocity 7.5
Sanity is widening the surface agents can act on while forcing its own packages onto modern Node.
Over the last 30 days Sanity shipped 1 meaningful update vs ps's 0, most recently “Sanity Studio v6.9.2: Sanity New, Content Releases fixes, and Studio UI improvements”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where ps leans on processes, r lib and processx, Sanity focuses on mcp, agent tooling and esm migration.
Over the last 30 days Sanity has been shipping faster than ps — a point in its favour if release momentum matters to you.
4. zarr-python · velocity 6.3
Zarr's package split keeps producing standalone tools: a server, now a lazy indexer.
Over the last 30 days zarr-python shipped 1 meaningful update vs ps's 0, most recently “zarr_http_server-v0.1.0: HTTP server that exposes stores, arrays, groups (#3732)”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ps leans on processes, r lib and processx, zarr-python focuses on array storage, package split and lazy indexing.
Over the last 30 days zarr-python has been shipping faster than ps — a point in its favour if release momentum matters to you.
5. Zeebe · velocity 5.0
Camunda's 8.10 alpha threads business IDs through the stack while the tag feed fills with CI noise.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ps leans on processes, r lib and processx, Zeebe focuses on workflow orchestration, business id and monorepo tags.
Zeebe and ps have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. httr2 · velocity 2.5
Httr2 is growing production concerns: tracing, throttling and token hygiene.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “httr2 1.2.2 emits OpenTelemetry traces for every request”.
Where ps leans on processes, r lib and processx, httr2 focuses on r, http client and oauth.
httr2 and ps have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. zip · velocity 2.5
Zip 3.0 added encryption, turning a plumbing package into a complete archive tool.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “zip 3.0.0 adds AES-256 password-protected archives”.
Where ps leans on processes, r lib and processx, zip focuses on r, archives and compression.
zip and ps have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. TypeDB · velocity 2.5
TypeDB is making the query path cheaper and the schema finally editable.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where ps leans on processes, r lib and processx, TypeDB focuses on graph database, query caching and schema evolution.
TypeDB and ps have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. odbc · velocity 0.0
Odbc keeps turning into an authentication broker with a database driver attached.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Snowflake config moves to connections.toml; Databricks gains federated identity”.
Where ps leans on processes, r lib and processx, odbc focuses on databases, dbi and snowflake.
odbc and ps have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. rappdirs · velocity 0.0
Load-bearing across CRAN, and untouched since January 2021.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where ps leans on processes, r lib and processx, rappdirs focuses on filesystem, config paths and dependency.
rappdirs and ps have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. wk · velocity 0.0
Wk spent one release fixing what empty means, then went quiet.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Breaking: EMPTY and null points get separate representations”.
Where ps leans on processes, r lib and processx, wk focuses on geospatial, geometry and sf.
wk and ps have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. tzdb · velocity 0.0
A package whose entire job is to ship someone else's database on time.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “tzdb exposes the date library as C++ headers”.
Where ps leans on processes, r lib and processx, tzdb focuses on time zones, cpp headers and tidyverse.
tzdb and ps have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to ps?
The top ps alternatives we currently track in software development tools are Appwrite, Agno, Sanity, zarr-python, Zeebe, ranked by recent ship velocity.
How is this list of ps alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare ps directly with one of these alternatives?
Yes — every card has a "Compare with ps" link to a side-by-side /compare page.