Opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, autom

Observability & Evaluation Python Grade D Listed Apache-2.0
Listing state
Listed
HVTrust
46.6/100 · Grade D
Last push
2026-06-03 · 1d ago
Recent change
New

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
46.6/100 · Grade D
Strongest Signal
Maintenance
19.9/20
Weakest Signal
Safety / Integrity
4.6/25
What Would Improve It
Add or improve OSSF Scorecard coverage so safety checks are easier to verify.
Recent Changes
2026-06-02
Newly Listed
First tracked at rank #150
Maintainer Checklist
Add Scorecard coverage Expose the repository to OpenSSF Scorecard checks so supply-chain posture is easier to verify.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
90.5
Activity Score · out of 100
46.6
HVTrust Score · out of 100
#151
Global Rank · of 196
#12

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade D reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Full methodology →

Signals refreshed 2026-06-04 00:07 UTC · Repo last pushed yesterday

Rank Trend

2026-06-02 2026-06-03

Activity & Reach

Stars
19.4k
Forks
1.5k
Last Push
2026-06-03
yesterday
Commits (4 wk)
320
Downloads (7d)
1,091,651
pypi
HN mentions (30d)
195
Open Issues
162
Rank Change
▼3
was #148

Analysis

HVTrust Dimensions

46.6 / 100 · 75.0% confidence
Safety / IntegrityOSSF, provenance, signatures
4.6 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
8.5 / 17
MaintenanceFreshness and commits
19.9 / 20
AdoptionStars and downloads
18.3 / 20

Activity Inputs

90.5 / 100
StarsRepository reach
25.7 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
14.8 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
Not available
Signed Commits
92%
of last 100 commits verified

Is Opik safe?

Public trust evidence for Opik is thin: several supply-chain signals are missing or weak. This does not mean the project is unsafe — it means an outside observer cannot easily verify the usual integrity checks. Treat with extra scrutiny.
Does Opik publish package provenance?
No published build provenance is currently detected for Opik. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Opik have an OpenSSF Scorecard?
No OpenSSF Scorecard data is currently published for Opik. Maintainers can enable the Scorecard GitHub Action to get a public score; without it, automated supply-chain hygiene is harder for outsiders to verify.
Is Opik actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Opik use?
Opik ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Opik's commits signed?
92% of the last 100 commits to Opik are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

Runtime trust — coming soon

HVTrust currently scores supply-chain signals. We're adding runtime trust next: what an agent actually does when it runs — what it can reach, which tools it carries, what external services it depends on. Track progress on the roadmap →

  • MCP support
  • Tool / plugin surface
  • External service deps
  • Package provenance drift

Maintain Opik?

HVTrust scores Opik from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Reputation Timeline

Listed 1
2026-06-02
Newly Listed
First tracked at rank #150

Embed Badge Badge guide for maintainers →

HVTrust 46.6 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/opik.svg)](https://hvtracker.net/agents/opik)
HTML:
<a href="https://hvtracker.net/agents/opik"><img src="https://hvtracker.net/badge/opik.svg" alt="HVTrust"></a>

Other agents in Observability & Evaluation

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v3.1 · Raw JSON