Greptile

C+▲ 0 vs last quarter

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Dimension breakdown

Score · confidence

UX / DX

50% conf55

Capability

50% conf80

ReliabilityIncomplete data at this time

Value

50% conf55

CommunityIncomplete data at this time

Enterprise / Compliance

50% conf35

Autonomy

50% conf65

Integration

50% conf75

Sources blend review platforms, community sentiment, the Signal Radar and practitioner ratings. Scores re-blend each quarter.

Full-codebase-aware AI code review agent with semantic code graph indexing and multi-hop agentic investigation (Claude Agent SDK) — genuine technical differentiation catching cross-file bugs competitors miss. v4 (March 2026) is the current release; vendor A/B tests show 74% more addressed comments and 43% acceptance. Production-deployed at NVIDIA, Brex, and Coinbase (confirmed via Anthropic's own customer story) plus 2,000+ orgs / 9,000+ teams.

A fresh independent 3-week, 146-PR benchmark ranked Greptile #1 on precision with a 0% false-positive rate — a positive counter-signal to the older community narrative.

Caution

Per-review pricing ($1/review after 50/month) controversy unresolved through end of May 2026 — HN front page, dedicated greptile.fail critique site, at least one documented customer cancellation, predatory math for high-velocity/agentic teams.

OSS free-review promise still violated (maintainers billed, refunds only after public pressure). SOC 2 claim remains unverified post-Delve (Greptile named among 58 firms; 493/494 reports fabricated) with no AICPA-registered re-certification announced.

No in-app cancel button, no spending caps, possible California ARL exposure. Vendor headline benchmarks (82% catch rate) still lack first-party independent validation.

Recommended

Use cases

Not yet assessed — this section fills in as ACES research covers the tool.

Score caps

Risk flags

Pricing volatility
enterpriseTemporary
Frequent pricing changes causing budget unpredictability
Caps Enterprise / Compliance at 60
Removed when — 12 months of pricing stability with no user complaints about billing surprises
Severe negative sentiment
trustTemporary
Widespread negative sentiment (sentiment score 1-2)
Removed when — Sustained sentiment improvement over 90+ days with community acknowledgment of fixes
Unvalidated benchmarks
trustConditional
Unvalidated benchmark claims
Caps Autonomy at 70
Removed when — Independent benchmark validation (SWE-bench, Aider leaderboard, etc.) published

Assessment

Status rationale

Tracked — genuine technical differentiation (semantic code graph, multi-hop agentic investigation) confirmed in production at named enterprise customers (NVIDIA, Brex, Coinbase) and now corroborated by an independent precision benchmark. $25M Series A and ~28-person team intact. But unresolved pricing controversy with at least one documented cancellation, unverified SOC 2 post-Delve, OSS promise violations, missing cancel/spending safeguards, and a high vendor-reported false-positive rate compound trust and retention risks.

No path to Assessed without hands-on validation and resolution of compliance/pricing gaps.

Watch for

Movement triggers

Upgrade if: Legitimate SOC 2 re-certification from AICPA-registered firm published with auditor name and report date; per-review pricing revised or grandfathered; OSS free-review promise enforced in practice; in-app cancel button shipped; independent benchmark validates the vendor's headline bug catch rate. Downgrade to Detected if: customer churn confirmed at scale in financial/employee data; SOC 2 fraud confirmed; significant data breach; sentiment continues to deteriorate without vendor response.

Caution