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
Compare → Suggest correction
Listing state
Listed
HVTrust
46.4/100 · Grade D
Evidence coverage
Grade B · 3/5 signals
Last push
2026-07-17 · 2d ago
Recent change
Rank +2

Is Opik safe? Opik scores 46.4/100 (Grade D), ranked #324 of 418 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: no package-provenance attestation found; no OSSF Scorecard result yet; 89% of recent commits are signed; last pushed 2026-07-17. Every point is earned from checkable signals — never paid placement. How scoring works →

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
46.4/100 · Grade D
Strongest Signal
Maintenance
19.9/20
Weakest Signal
Safety / Integrity
4.5/25
What Would Improve It
Add or improve OSSF Scorecard coverage so safety checks are easier to verify.
Recent Changes
2026-07-15
Rank Moved
Rank dropped 23 spots (#302 → #325)
2026-07-14
Rank Moved
Rank dropped 17 spots (#285 → #302)
2026-07-13
Rank Moved
Rank dropped 34 spots (#251 → #285)
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.
90.7
Activity Score · out of 100
46.4
HVTrust Score · out of 100
#324
Global Rank · of 418
#17

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. Evidence coverage B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-07-19 08:02 UTC · Repo last pushed 2 days ago

Rank Trend

2026-07-05 2026-07-19

Activity & Reach

Stars
20.7k
Forks
1.6k
Last Push
2026-07-17
2 days ago
Commits (4 wk)
309
Downloads (7d)
936,642
npm+pypi
HN mentions (30d)
205
Open Issues
97
Rank Change
=
was #324

Analysis

HVTrust Dimensions

46.4 / 100 · 75.0% confidence
Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
4.5 / 25
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
Transparency50% declared license · 50% OSSF Scorecard
8.5 / 17
Maintenance60% last-push freshness · 40% commit activity
19.9 / 20
Adoption60% stars · 40% downloads, log-scaled
18.3 / 20

Activity Inputs

90.7 / 100
StarsRepository reach
25.9 / 30
FreshnessLast push recency
24.7 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
14.9 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
Not available
Signed Commits
89%
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 2 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?
89% 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.

Ranked neighbours in Observability & Evaluation

AI agent surface

Scored in HVTrust

These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →

MCP Server Support
medium confidence
Declared
MCP support appears present, but direct server implementation is less certain.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
4 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
  • code
Detailed evidence is not shown in the public view.
Package Provenance Drift
medium confidence
Partial
Some package metadata matches; some source metadata is missing
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live
How this surface has changed

Detected changes to Opik's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.

2026-06-05
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: Amazon Bedrock, Anthropic, Google Gemini, OpenAI
2026-06-05
Mcp Status Changed
Detected MCP server support changed: none → declared

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

Rank 7Listed 1HVTrust 1MCP 1Surface 1Surface 1
2026-07-15
Rank Moved
Rank dropped 23 spots (#302 → #325)
2026-07-14
Rank Moved
Rank dropped 17 spots (#285 → #302)
2026-07-13
Rank Moved
Rank dropped 34 spots (#251 → #285)
2026-06-24
Rank Moved
Rank dropped 32 spots (#219 → #251)
2026-06-23
Rank Moved
Rank dropped 13 spots (#206 → #219)
2026-06-18
Rank Moved
Rank dropped 13 spots (#168 → #181)
2026-06-05
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: Amazon Bedrock, Anthropic, Google Gemini, OpenAI
2026-06-05
Mcp Status Changed
Detected MCP server support changed: none → declared
2026-06-03
Rank Moved
Rank rose 38 spots (#189 → #151)
2026-06-03
HVTrust Changed
HVTrust up 19.6pts (27.1 → 46.7)
2026-06-02
Newly Listed
First tracked at rank #189

Embed Badge Badge guide for maintainers →

HVTrust 46.4 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) · npm Registry (downloads, provenance) · PyPI / pypistats (downloads, provenance) · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.2 · Raw JSON