Arize Phoenix

AI Observability & Evaluation

Observability & Evaluation Python Grade B Listed NOASSERTION Source-available
Compare → Suggest correction
Listing state
Listed
HVTrust
77.3/100 · Grade B
Evidence coverage
Grade A · 4/5 signals
Last push
2026-07-11 · 0d ago
Recent change
No recent signal change

Is Arize Phoenix safe? Arize Phoenix scores 77.3/100 (Grade B), ranked #49 of 328 tracked open-source AI agent projects, on evidence coverage A (4 of 5 independent signal types). The public evidence: its packages ship with cryptographic provenance; no OSSF Scorecard result yet; 100% of recent commits are signed; last pushed 2026-07-11. Every point is earned from checkable signals — never paid placement. How scoring works →

Quick Trust Read

Verdict
Strong public trust posture, backed by multiple independent signals.
77.3/100 · Grade B
Strongest Signal
Identity / Provenance
18.0/18
Weakest Signal
Safety / Integrity
12.5/25
What Would Improve It
Add or improve OSSF Scorecard coverage so safety checks are easier to verify.
Maintainer Checklist
Add Scorecard coverage Expose the repository to OpenSSF Scorecard checks so supply-chain posture is easier to verify.
88.0
Activity Score · out of 100
77.3
HVTrust Score · out of 100
#49
Global Rank · of 328
#3

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade B reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage A is separate — it grades how many independent signal types back the score (4 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-07-11 04:00 UTC · Repo last pushed today

Rank Trend

2026-07-05 2026-07-11

Activity & Reach

Stars
10.5k
Forks
977
Last Push
2026-07-11
today
Commits (4 wk)
300
Downloads (7d)
468,832
npm+pypi
HN mentions (30d)
0
Open Issues
618
Rank Change
▲1
was #50

Analysis

HVTrust Dimensions

77.3 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
12.5 / 25
Identity / ProvenanceListing and build link
18.0 / 18
TransparencyLicense and public checks
8.5 / 17
MaintenanceFreshness and commits
20.0 / 20
AdoptionStars and downloads
17.2 / 20

Activity Inputs

88.0 / 100
StarsRepository reach
24.1 / 30
FreshnessLast push recency
25.0 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
13.9 / 20

Supply Chain Trust

Package Provenance
Verified
pypi attestation
OSSF Scorecard
Not available
Signed Commits
100%
of last 100 commits verified

Is Arize Phoenix safe?

Source-available software. A lower HVTrust score reflects fewer public supply-chain artifacts (open license, build provenance, signed commits) — not a security finding. Arize Phoenix may have internal security practices not visible through public signals.
Public supply-chain signals for Arize Phoenix are strong: it has multiple independent trust indicators in place. This does not replace your own security review, but Arize Phoenix carries less obvious unverified-evidence risk than projects with thin signals.
Does Arize Phoenix publish package provenance?
Yes. Arize Phoenix's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.
Does Arize Phoenix have an OpenSSF Scorecard?
No OpenSSF Scorecard data is currently published for Arize Phoenix. 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 Arize Phoenix actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Arize Phoenix use?
Arize Phoenix ships under NOASSERTION. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Arize Phoenix's commits signed?
100% of the last 100 commits to Arize Phoenix 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.

Compare Arize Phoenix head-to-head

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
high confidence
Implemented
Arize Phoenix appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
5 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.
  • browser
  • database
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 Arize Phoenix'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, E2B, OpenAI, Postgres
2026-06-05
Mcp Status Changed
Detected MCP server support changed: none → implemented

Maintain Arize Phoenix?

HVTrust scores Arize Phoenix 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

HVTrust 2Listed 1Score 1MCP 1Surface 1Surface 1
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, E2B, OpenAI, Postgres
2026-06-05
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-05-29
HVTrust Changed
HVTrust up 10.0pts (63.3 → 73.3)
2026-05-28
Activity Score Changed
Activity score up 25pts (63 → 88)
2026-05-27
HVTrust Changed
HVTrust down 13.0pts (72.0 → 59.0)
2026-05-25
Newly Listed
First tracked at rank #92

Embed Badge Badge guide for maintainers →

HVTrust 77.3 Grade B
Markdown:
[![HVTrust](https://hvtracker.net/badge/arize-phoenix.svg)](https://hvtracker.net/agents/arize-phoenix)
HTML:
<a href="https://hvtracker.net/agents/arize-phoenix"><img src="https://hvtracker.net/badge/arize-phoenix.svg" alt="HVTrust"></a>

Other agents in Observability & Evaluation

Arize Phoenix head-to-head

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