Who is Factory (Droid) best for?

Factory (Droid) is built for Enterprise engineering teams at large organizations with complex legacy codebases, Engineering managers seeking measurable SDLC throughput and cycle-time improvements, DevOps and platform engineers automating CI/CD, testing, and release pipelines, Staff and senior engineers delegating repetitive tasks (migrations, refactors, documentation). Common use cases include Legacy codebase migration and modernization at enterprise scale; Automated code review and PR validation across large distributed teams; Automated test suite creation and maintenance.

How is Factory (Droid) priced?

Five-tier subscription model billed monthly. Pro at $20/month covers complete software development agents for individuals (Desktop, CLI, SDK, cloud and local agents, usage dashboard). Plus at $100/month adds approximately 5x usage and Droid Computers (Factory-managed cloud sandboxes). Max at $200/month adds approximately 10x usage and early feature access. Teams (custom pricing, up to 150 seats) adds SSO, SAML/SCIM, Zero Data Retention, dedicated onboarding, and basic admin controls. Enterprise (custom, unlimited seats) adds dedicated compute with partitioned inference pool, audit logging, on-premise deployment, full encryption and data residency controls, and a dedicated account manager with priority SLAs. BYOK (Bring Your Own Key) is supported. Factory does not publicly disclose a free tier.

What are the alternatives to Factory (Droid)?

Common Autonomous Coding Agents alternatives to Factory (Droid) include OpenAI (Codex CLI / Codex), Cursor (Anysphere), Anthropic (Claude Code), Augment Code, Cognition (Devin). See the full comparison hub at /verticals/autonomous-coding-agents/compare.

What do users praise about Factory (Droid)?

Users frequently praise: Best-in-class CLI session navigation and sub-agent task delegation; Session compaction preserving context across multi-week sessions; Model-agnostic flexibility across GPT-5, Claude, and Gemini; Multi-surface access (Desktop, CLI, IDE, Slack, browser); Terminal Bench #1 autonomous task execution ranking; Enterprise-grade security with SOC 2 Type II and on-premise deployment; Deep workflow integrations with GitHub, Jira, Linear, Slack, and Datadog; Full SDLC coverage beyond code generation (review, test, docs, monitoring).

What are common complaints about Factory (Droid)?

Frequently cited limitations: No free tier creates evaluation barrier vs. Cursor and Claude Code; Very limited third-party review evidence for enterprise procurement decisions; Significant price jump from Pro ($20) to Plus ($100) and Max ($200); Requires mature engineering practices (CI, tests, repo hygiene) for reliable output; Agents can hallucinate logic or miss edge cases on complex or vague codebases; Unpredictable token-based billing at scale on higher-tier plans; MCP support for cloud agents not yet available as of early 2026; Complex initial setup for organizations with custom or non-standard toolchains.

When was Factory (Droid) founded and where?

Factory (Droid) was founded in 2023, headquartered in San Francisco, USA by Matan Grinberg, Eno Reyes.

AI visibility report

AI visibility report for Factory (Droid) in Autonomous Coding Agents.

Outside the top three on 21 of the 25 prompts buyers actually ask.

Cursor (Anysphere) is cited on 10 of those losses.

25 prompts

5 platforms

Updated Sep 27, 2026 - refreshed weekly

Track Factory (Droid) daily

14-day free trial. No card required. Setup comes pre-filled for Factory (Droid).

Track Factory (Droid) across these prompts daily.

Start your 14-day trial

1percent

Presence Rate

Low presence

Still absent from 99.2% of tracked prompt responses

Top-3 citations across 125 prompt × platform pairs

No clearrank

Peer Ranking

#1#17

No clear rankin Autonomous Coding Agents

Key Metrics

Presence Rate

0.8%

Share of Voice

0.9%

Avg Position

#4.0

Docs Presence

0.8%

Blog Presence

0.0%

Brand Mentions

0.8%

Platform Breakdown

ChatGPT

4%1/25 prompts

Bing Copilot

Research dossierCapabilities, use cases, sources, reviews, pricing, and FAQ

Overview

Factory (known for its Droids product) is a San Francisco-based startup founded in 2023 by Matan Grinberg and Eno Reyes that builds autonomous AI agents for enterprise software engineering teams. Its flagship platform deploys a coordinated fleet of role-specialized Droids — covering code generation, review, testing, documentation, security, and monitoring — across the full software development lifecycle. Unlike IDE-centric coding assistants, Factory is model-agnostic and interface-agnostic, letting developers invoke Droids from the CLI, IDE, Slack, Linear, browser, or a native desktop application. Enterprise deployment options include on-premise and air-gapped configurations. Droids ranked #1 on Terminal Bench in September 2025. Factory reached unicorn status at a $1.5 billion valuation after its April 2026 Series C and reports hundreds of thousands of daily active developers at customers including Nvidia, Adobe, EY, and Palo Alto Networks.

AI visibility report

AI visibility report for Factory (Droid) in Autonomous Coding Agents.

Outside the top three on 21 of the 25 prompts buyers actually ask.

Cursor (Anysphere) is cited on 10 of those losses.

25 prompts

5 platforms

Updated Sep 27, 2026 - refreshed weekly

Track Factory (Droid) daily

14-day free trial. No card required. Setup comes pre-filled for Factory (Droid).

Track Factory (Droid) across these prompts daily.

Start your 14-day trial

1percent

Presence Rate

Low presence

Still absent from 99.2% of tracked prompt responses

Top-3 citations across 125 prompt × platform pairs

No clearrank

Peer Ranking

#1#17

No clear rankin Autonomous Coding Agents

Key Metrics

Presence Rate

0.8%

Share of Voice

0.9%

Avg Position

#4.0

Docs Presence

0.8%

Blog Presence

0.0%

Brand Mentions

0.8%

Platform Breakdown

ChatGPT

4%1/25 prompts

Bing Copilot

Research dossierCapabilities, use cases, sources, reviews, pricing, and FAQ

Overview

Reviews

5/5G2·1+

Praised

Best-in-class CLI session navigation and sub-agent task delegation
Session compaction preserving context across multi-week sessions
Model-agnostic flexibility across GPT-5, Claude, and Gemini
Multi-surface access (Desktop, CLI, IDE, Slack, browser)
Terminal Bench #1 autonomous task execution ranking
Enterprise-grade security with SOC 2 Type II and on-premise deployment
Deep workflow integrations with GitHub, Jira, Linear, Slack, and Datadog
Full SDLC coverage beyond code generation (review, test, docs, monitoring)

Criticized

No free tier creates evaluation barrier vs. Cursor and Claude Code
Very limited third-party review evidence for enterprise procurement decisions
Significant price jump from Pro ($20) to Plus ($100) and Max ($200)
Requires mature engineering practices (CI, tests, repo hygiene) for reliable output
Agents can hallucinate logic or miss edge cases on complex or vague codebases
Unpredictable token-based billing at scale on higher-tier plans
MCP support for cloud agents not yet available as of early 2026

Third-party review data for Factory is sparse given the company's September 2025 general availability launch and enterprise-focused go-to-market. The single G2 review (5.0/5, April 2026) praises CLI experience, session navigation, and sub-agent task delegation, noting MCP support for cloud agents was still absent at time of writing. The AI Agent Index assigns an editorial score of 4.3/5, crediting multi-surface Droid architecture, Droid Computers, and enterprise security posture while flagging the no-free-tier evaluation barrier and thin peer review evidence. Analyst and press coverage is broadly positive, emphasizing Terminal Bench #1 ranking, six consecutive months of month-over-month revenue doubling, and enterprise customer validation at Nvidia, Adobe, and EY. Critical practitioner commentary notes the gap between benchmark performance and real-world codebase complexity, and cautions that teams with weak engineering hygiene may see less reliable output.

Prompt	ChatGPT	Bing Copilot	Gemini Search	Perplexity	Google AI Mode
Capability1/5 cited (20%)
What autonomous coding tools handle legacy codebases in dynamically typed languages best — Python 2 or older PHP specifically?	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited
I'm looking for an agentic CLI that supports tool use like web search and shell execution during a coding task — what are my options?

#	Brand	PresencePres.	Share of VoiceSoV	DocsDocs	BlogBlog	MentionsMent.	Avg PosPos
1	OpenAI (Codex CLI / Codex)	16.8%	24.1%	1.6%	0.0%	55.2%	#3.5
2	Cursor (Anysphere)	12.8%	20.4%	2.4%	0.8%	60.8%	#3.3
3	Anthropic (Claude Code)	8.8%	10.2%	4.0%	0.0%	85.6%	#2.8
4	Augment Code	7.2%	11.1%	0.0%	0.0%	6.4%	#5.8
5	Cognition (Devin)	5.6%	7.4%	4.8%	0.0%	45.6%	#3.3
6	All Hands AI (OpenHands)	4.0%	6.5%	1.6%	0.8%	17.6%	#1.9
7	Aider AI	4.0%	6.5%	4.0%	0.0%	24.8%	#2.4
8	Warp	4.0%	4.6%	3.2%	0.0%	4.0%	#4.2
9	Cline Bot Inc.	3.2%	3.7%	0.0%	0.8%	14.4%	#3.0
10	OpenCode	1.6%	2.8%	1.6%	0.0%	11.2%	#4.7
11	Amp	0.8%	0.9%	0.0%	0.8%	0.8%	#1.0
12	Block (Goose)	0.8%	0.9%	0.0%	0.0%	0.0%	#3.0
13	Factory (Droid)	0.8%	0.9%	0.8%	0.0%	0.8%	#4.0
14	Lovable	0.0%	0.0%	0.0%	0.0%	0.0%	—
15	Replit (Agent 3)	0.0%	0.0%	0.0%	0.0%	0.8%	—
16	Roo Code (Roomote)	0.0%	0.0%	0.0%	0.0%	4.8%	—
17	StackBlitz (Bolt.new)	0.0%	0.0%	0.0%	0.0%	0.0%	—

Developer Experience0/5 cited (0%)
Which AI coding agents handle context window limitations most gracefully when working across dozens of files in an enterprise codebase?	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited	A competitor was cited

Integrations & Ecosystem0/5 cited (0%)
What AI coding agents support bring-your-own LLM provider so a platform team can route through an existing enterprise model contract?	A competitor was cited	A competitor was cited	A competitor was cited	A competitor was cited	A competitor was cited

Performance & Reliability0/5 cited (0%)
What agentic coding tools handle long-running tasks reliably — resuming after an interruption rather than starting over from scratch?	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited

AI visibility report for Factory (Droid) in Autonomous Coding Agents.

Key Metrics

Platform Breakdown

Overview

AI visibility report for Factory (Droid) in Autonomous Coding Agents.

Key Metrics

Platform Breakdown

Overview

Prompts where competitors are visible and Factory (Droid) is not.

Where Factory (Droid) is winning

Where Factory (Droid) is losing5

Key Facts

Key Capabilities10

Key Use Cases8

Factory (Droid) customer outcomes

Recent Trend

How AI describes Factory (Droid)

Most cited sources1

Alternatives in Autonomous Coding Agents6

Reviews

Pricing

Limitations

Topic Coverage

Prompt-Level Results

Vertical Ranking

Turn this into your team dashboard

Frequently asked questions

Setup & First Run0/5 cited (0%)
I'm evaluating autonomous coding agents for a 10-person startup — which ones can a new engineer get productive with in under an hour?	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited	A competitor was cited

AI visibility report for Factory (Droid) in Autonomous Coding Agents.

Key Metrics

Platform Breakdown

Overview

AI visibility report for Factory (Droid) in Autonomous Coding Agents.

Key Metrics

Platform Breakdown

Overview

Prompts where competitors are visible and Factory (Droid) is not.

Where Factory (Droid) is winning

Where Factory (Droid) is losing5

Key Facts

Key Capabilities10

Key Use Cases8

Factory (Droid) customer outcomes

Recent Trend

How AI describes Factory (Droid)

Most cited sources1

Alternatives in Autonomous Coding Agents6

Reviews

Pricing

Limitations

Topic Coverage

Prompt-Level Results

Vertical Ranking

Turn this into your team dashboard

Frequently asked questions

What does Factory (Droid) do?

Who is Factory (Droid) best for?

How is Factory (Droid) priced?

What are the alternatives to Factory (Droid)?

What do users praise about Factory (Droid)?

What are common complaints about Factory (Droid)?

When was Factory (Droid) founded and where?

How big is Factory (Droid)?