AiRecMark/AI Tools/Coding Agents/Refact.ai (Refact)
RANK #29 IN CODING AGENTS

Refact.ai

verified v2026.9 Coverage Tier

Self-hostable open-source coding agent with completions

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

Macro Intelligence Index

81.2 /100 Coverage Tier
Relative Velocity
#29 of 55
81.2/100 composite
Archive record
4 recorded features
Source: refact.ai
Output quality
score.dims.quality
source: archive
Output Quality & Reliability (Weighted 25%) 82.0%
correctness and consistency of primary task output. AiRecMark rubric v2
Feature Depth & Integrations (Weighted 20%) 78.0%
breadth of integrations, APIs, and advanced capabilities. AiRecMark rubric v2
Onboarding & Usability (Weighted 15%) 82.0%
onboarding friction, UI clarity, and workflow ergonomics. AiRecMark rubric v2
Runtime Performance & Latency (Weighted 20%) 80.0%
latency, throughput, and stability under load. AiRecMark rubric v2
Price-to-Value Efficiency (Weighted 20%) 84.0%
capability delivered per pricing tier dollar. AiRecMark rubric v2
Low-Level Verification

Quantitative Technical Specification

ISO/IEC 25010 Ref
terminal Runtime & Core Shell
Autonomous agent

Multi-step coding agent inside the IDE.

Source: Refact.ai · Verified 2026-09-15
hub Context Indexing Engine
Completions

Unlimited Qwen2.5-Coder completions.

Source: Refact.ai · Verified 2026-09-15
device_hub Protocol Specification
Code-aware RAG

Repo context retrieval for chat.

Source: Refact.ai · Verified 2026-09-15
smart_toy Model Agility & Routing
Self-hosting

On-prem/AWS via refact-self-hosting.

Source: Refact.ai · 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
R
Refact.ai (Current)
81.2 Autonomous agent $10/mo 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

“Refact.ai stands out for open-source agent with Docker self-hosting. Self-hostable open-source coding agent with completions anchors its proposition, and AiRecMark's five-dimension audit lands it at 81.2/100 — a pragmatic default for self-Hosting & Fine-Tuning Teams.”
— AiRecMark Senior Systems Architecture Committee
verified Verified Strategic Strengths
  • ✓ Open-source agent with: Docker self-hosting
  • ✓ Unlimited free completions: (Qwen2.5-Coder)
  • ✓ Fine-tuning on your: codebase for Enterprise
  • ✓ Best Fit: Self-Hosting & Fine-Tuning Teams
warning Institutional Trade-offs & Headwinds
  • ! Pro caps agent: requests (40/day)
  • ! Pricing lives on: homepage — no /pricing page
  • ! :
  • ! 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 $10 mo

Free · Pro from $10/mo (40 agent requests/day) · Enterprise custom

Verified 2026-09-15 · refact.ai
Enterprise Custom

Dedicated infrastructure, security review, and compliance support.

SSO / SAML & audit controls
TCO MODEL NOTE: Official pricing: Free · Pro from $10/mo (40 agent requests/day) · Enterprise custom. Verified via refact.ai (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: refact.ai
PRICING CHECKED Snapshot 2026-09-15
SCORING MODEL v2-5dim
RECORDED FEATURES AiRecMark Editorial
Category Standing

Ecosystem Gravity

Category Rank #29 of 55
Best For Best for: Self-Hosting & Fine-Tuning Teams
Sources: Official docs, refact.ai, 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.