AiRecMark/AI Tools/Coding Agents/Graphite (Graphite)
RANK #26 IN CODING AGENTS

Graphite

verified v2026.9 Coverage Tier

Stacked PRs with AI code review and merge queue

VENDOR: Graphite • LICENSE: Proprietary / SaaS • SECURITY: Standard cloud security • LAST BENCHMARK: Verified 2026-09-15
Launch Graphite arrow_forward
Empirical Performance Audit

Macro Intelligence Index

81.6 /100 Coverage Tier
Relative Velocity
#26 of 55
81.6/100 composite
Archive record
4 recorded features
Source: graphite.com
Output quality
score.dims.quality
source: archive
Output Quality & Reliability (Weighted 25%) 84.0%
correctness and consistency of primary task output. AiRecMark rubric v2
Feature Depth & Integrations (Weighted 20%) 82.0%
breadth of integrations, APIs, and advanced capabilities. AiRecMark rubric v2
Onboarding & Usability (Weighted 15%) 84.0%
onboarding friction, UI clarity, and workflow ergonomics. AiRecMark rubric v2
Runtime Performance & Latency (Weighted 20%) 82.0%
latency, throughput, and stability under load. AiRecMark rubric v2
Price-to-Value Efficiency (Weighted 20%) 76.0%
capability delivered per pricing tier dollar. AiRecMark rubric v2
Low-Level Verification

Quantitative Technical Specification

ISO/IEC 25010 Ref
terminal Runtime & Core Shell
AI review bot

Automatic PR review comments.

Source: Graphite · Verified 2026-09-15
hub Context Indexing Engine
Graphite Chat

Ask questions about your diff.

Source: Graphite · Verified 2026-09-15
device_hub Protocol Specification
Stacked PRs

Small, reviewable change series.

Source: Graphite · Verified 2026-09-15
smart_toy Model Agility & Routing
Merge queue

Ordered, conflict-safe merges.

Source: Graphite · Verified 2026-09-15
Market Positioning Matrix

Direct Competitor Radar & Alternatives

Open Full Matrix open_in_new
Tool & Version Score Primary Sweet Spot Entry Pricing Action
G
Graphite (Current)
81.6 AI review bot $20/user Selected
CU
Cursor
94.2 Forked VS Code Agent $20/user/mo Compare vs
WI
Windsurf
91.8 Realtime Collaborative IDE Free / $15 Pro Compare vs
GI
GitHub Copilot
88.1 Enterprise Compliance $10/mo Compare vs
CL
Claude Code
86.1 Terminal & CI/CD Pipelines $17/mo Compare vs
Institutional Synthesis

Analyst Consensus Verdict

“Graphite stands out for unlimited AI reviews on Team. Stacked PRs with AI code review and merge queue anchors its proposition, and AiRecMark's five-dimension audit lands it at 81.6/100 — a pragmatic default for high-Throughput Review Teams.”
— AiRecMark Senior Systems Architecture Committee
verified Verified Strategic Strengths
  • ✓ Unlimited AI reviews: on Team
  • ✓ Stacked PRs streamline: large changes
  • ✓ Merge queue with: CI awareness
  • ✓ Best Fit: High-Throughput Review Teams
warning Institutional Trade-offs & Headwinds
  • ! Annual-billing rates only: shown
  • ! Main site bot-blocks: fetchers
  • ! :
  • ! Scope: Editorial assessment based on public information; hands-on retest pending.
Total Cost of Ownership

Commercial Tiers

Transparent
Free $0 forever

Entry tier for evaluation and light individual use.

Entry evaluation tier
Most Deployed
Pro $20 user

Hobby free · Starter $20/seat/mo (annual) · Team $40/seat/mo (annual, unlimited AI reviews) · Enterprise custom

Verified 2026-09-15 · graphite.com
Enterprise Custom

Dedicated infrastructure, security review, and compliance support.

SSO / SAML & audit controls
TCO MODEL NOTE: Official pricing: Hobby free · Starter $20/seat/mo (annual) · Team $40/seat/mo (annual, unlimited AI reviews) · Enterprise custom. Verified via graphite.com (2026-09-15); overages and enterprise terms bill per the official pricing page.
Archive Record

Recorded Metadata

ARCHIVE SNAPSHOT snapshot 2026-09-15
OFFICIAL SOURCE Source: graphite.com
PRICING CHECKED Snapshot 2026-09-15
SCORING MODEL v2-5dim
RECORDED FEATURES AiRecMark Editorial
Category Standing

Ecosystem Gravity

Category Rank #26 of 55
Best For Best for: High-Throughput Review Teams
Sources: Official docs, graphite.com, community signals N=4 recorded attributes
shield_with_heart AIRECMARK EMPIRICAL PROTOCOL v2.4 • Independent, un-sponsored deterministic evaluation clusters.
All benchmarks executed in sandboxed hypervisors with standardized token latency meters.