act101 vs AI CodeOps

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

act101 compared with AI CodeOps
Detail	act101	AI CodeOps
What it does	Quality infrastructure for AI-written code with deterministic refactoring and a merge gate	AI coding agents with quality gates that require human approval before merging
Stage	Startup	MVP
Founded	2026	Not given
Based in	US	Not given
Pricing model	Freemium	Free trial
Pricing	Builder Edition: Free forever for personal, non-commercial, and open-source use. Engineering Edition: $29/month or $299/year (save 14%). Architecture Edition: $59/month or $599/year (save 15%). Elite Edition: $99/month or $999/year (save 16%). Enterprise: Custom pricing, contact sales. All editions	Free during open beta with 2M AI tokens per month on platform models, or unlimited with your own model key. Team plan coming after beta with 20M economy tokens, 5M standard tokens, and 1M premium tokens per month. Enterprise priced per seat with unlimited economy models, 50M standard tokens, and 10M
Key features	182 AST-aware refactor operations for code transformation 42 codebase analyzers for code analysis Support for 163 programming grammars Deterministic merge gate with signed receipts MCP server and CLI interfaces Cross-file import updates and automatic checkpointing 10 cross-language porting operations Instant undo for all operations ~88% token savings on query operations Native binary with zero dependencies and no supply chain risk	Multi-agent workflows with 20+ specialised agents Mandatory human approval gates before merge Quality gates: tests pass, review clear, human approval required Workspace budgets and spend caps Support for GitHub, GitLab, Bitbucket, Gitea and Forgejo Runs in browser with no installation required AI planning phase before code generation
What makes it different	Deterministic verdicts and signed receipts for every code change ensure reproducible quality gates Built by engineer with decades of production experience in correctness-critical domains	Works with multiple Git hosts including self-hosted instances User code is not used to train AI models Transparent cost tracking with workspace spend controls Browser-based with no installation, sandboxed execution
Community votes	0	0
DR (Domain Rating by Ahrefs)	27 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	8	0
Citation Flow (Majestic)	31	0
Referring domains (Majestic)	182	0

6 details filled in for both companies.

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