honest-ci vs LangDrift

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

honest-ci compared with LangDrift
Detail	honest-ci	LangDrift
What it does	GitHub Action that catches pull requests passing by deleting, skipping or rewriting tests	Agentic FinOps platform for bounded, budget-aware agent-assisted delivery
Stage	Startup	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Free trial
Pricing	Free for public repositories and personal private repositories. Small team (up to 3 people): $49/month billed yearly ($588/year) or $59 month-to-month. Team (up to 10 people): $149/month billed yearly ($1,788/year) or $179 month-to-month. Larger team (more than 10 people): $15/person/month billed ye	15-day free trial. Plus and Pro plans are planned offerings with final pricing to be announced before launch.
Key features	Detects deleted tests and test files Identifies added skip and focus markers on tests Detects reduced assertion counts in test files Finds changed expected values in tests Detects lowered or removed coverage thresholds Supports Python, JavaScript, TypeScript, Java and Go Runs deterministically without Docker or model setup Optional AI models explain findings without changing verdicts Detects unresolved review threads on pull requests	Team budget envelope with spend tracking Agent recommendations with policy-based authorization Bounded execution with resource limits Microruntime reconciliation and cleanup Reservation system preventing budget overruns Model and effort recommendations Kubernetes and Terraform support Document and ticket linking RAG over project episodes for context Human-in-the-loop workflow with approval gates
What makes it different	Catches test-defeating changes before merge with deterministic diff analysis Runs offline on your runner with no telemetry sent Free for public repositories with no sign-up required Single editable comment and commit status per pull request	Every paid call reserved before running, preventing surprise costs Deterministic policy controls ensure agents cannot exceed budgets without approval Full observability with bounded execution and resource measurements Open-source software available for inspection and modification Shared team budget model with allocations per feature, not per developer
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	4 no change since last check
Trust Flow (Majestic)	1	0
Citation Flow (Majestic)	13	13
Referring domains (Majestic)	1	2

5 details filled in for both companies.

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