Who is Cognition (Devin) best for?

Cognition (Devin) is built for Enterprise engineering teams managing large or legacy codebases, Senior engineers delegating repetitive, well-scoped subtasks to autonomous agents, Platform and DevOps teams automating CI/CD and security remediation workflows, Systems integrators and consulting firms scaling software delivery capacity. Common use cases include Large-scale code migrations (COBOL, .NET Framework, legacy ETL, Angular-to-React); Automated security vulnerability remediation (SonarQube, Veracode findings); Test coverage generation across large multi-repo codebases.

How is Cognition (Devin) priced?

Devin offers five tiers as of June 2026. Free ($0): limited agent quota, restricted models, unlimited inline edits and Tab completions. Pro ($20/month): increased quotas, full model access (OpenAI, Claude, Gemini, SWE-1.6), Devin Cloud access, extra usage at API pricing. Max ($200/month): significantly higher quotas than Pro. Teams ($80/month base + $40/month per full developer seat): unlimited members, shared collaboration, admin dashboard, priority support. Enterprise (custom): adds VPC deployment, SAML/OIDC SSO, dedicated account team, and centralized enterprise admin controls. Usage is consumption-based via Agent Compute Units (ACUs); one ACU represents approximately 15 minutes of active autonomous work and was previously priced at $2.25/ACU on legacy plans.

What are the alternatives to Cognition (Devin)?

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

What do users praise about Cognition (Devin)?

Users frequently praise: End-to-end task execution from ticket to merged PR; Parallel agent spawning for large migrations and batch tasks; Deep Slack/Linear/Jira workflow integration; Persistent codebase context and session memory; Highly effective for repetitive tasks (migrations, security fixes, test generation); Interactive planning phase aligns execution before compute is spent; Self-debugging and automatic CI failure recovery; Non-technical team members can ship code with guidance.

What are common complaints about Cognition (Devin)?

Frequently cited limitations: Opaque ACU billing; complex tasks can far exceed base plan cost; Low success rate on complex or ambiguous open-ended tasks; Requires very precise instructions; vague prompts frequently fail; Lack of transparency in decision-making and failure explanations; Silent task failures without surfacing uncertainty to user; Not suited for open-ended architectural design or senior-level judgment; Early-version reputation for promising more than it delivered.

When was Cognition (Devin) founded and where?

Cognition (Devin) was founded in 2023, headquartered in San Francisco, CA, USA by Scott Wu, Steven Hao, Walden Yan.

How big is Cognition (Devin)?

Cognition (Devin) reports ~$492M ARR.

AI visibility report

Cognition (Devin) ranks #5 in Autonomous Coding Agents AI search.

Outside the top three on 15 of the 25 prompts buyers actually ask.

Cursor (Anysphere) is cited on 8 of those losses.

25 prompts

5 platforms

Updated Sep 27, 2026 - refreshed weekly

Track Cognition (Devin) daily

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

Track Cognition (Devin) across these prompts daily.

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6percent

Presence Rate

Low presence

#5 among 17 vendors · still absent from 94.4% of tracked prompt responses

Top-3 citations across 125 prompt × platform pairs

#5of 17

Peer Ranking

#1#17

Above averagein Autonomous Coding Agents

Key Metrics

Presence Rate

5.6%

Share of Voice

7.4%

Avg Position

#3.3

Docs Presence

4.8%

Blog Presence

0.0%

Brand Mentions

45.6%

Platform Breakdown

ChatGPT

16%4/25 prompts

Google AI Mode

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

Overview

Cognition is a San Francisco-based AI company that develops Devin, marketed as the world's first autonomous AI software engineer. Founded in August 2023 by competitive programmers Scott Wu, Steven Hao, and Walden Yan, Devin operates as a cloud agent inside isolated virtual machines equipped with a shell, code editor, and browser. Unlike inline coding copilots, Devin executes entire software engineering tasks end-to-end—from interactive planning to pull request submission—and can spawn multiple parallel agent instances for large-scale projects. Core use cases include code migration and modernization, security remediation, test generation, and PR review. Enterprise customers include Goldman Sachs, Citi, Mercedes-Benz, Nubank, and the U.S. Army. In July 2025, Cognition acquired Windsurf to add an AI-native IDE to its product suite. Having raised approximately $1.7 billion across all rounds, the company reached a $26 billion post-money valuation in May 2026.

AI visibility report

Cognition (Devin) ranks #5 in Autonomous Coding Agents AI search.

Outside the top three on 15 of the 25 prompts buyers actually ask.

Cursor (Anysphere) is cited on 8 of those losses.

25 prompts

5 platforms

Updated Sep 27, 2026 - refreshed weekly

Track Cognition (Devin) daily

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

Track Cognition (Devin) across these prompts daily.

Start your 14-day trial

6percent

Presence Rate

Low presence

#5 among 17 vendors · still absent from 94.4% of tracked prompt responses

Top-3 citations across 125 prompt × platform pairs

#5of 17

Peer Ranking

#1#17

Above averagein Autonomous Coding Agents

Key Metrics

Presence Rate

5.6%

Share of Voice

7.4%

Avg Position

#3.3

Docs Presence

4.8%

Blog Presence

0.0%

Brand Mentions

45.6%

Platform Breakdown

ChatGPT

16%4/25 prompts

Google AI Mode

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

Overview

Reviews

Praised

End-to-end task execution from ticket to merged PR
Parallel agent spawning for large migrations and batch tasks
Deep Slack/Linear/Jira workflow integration
Persistent codebase context and session memory
Highly effective for repetitive tasks (migrations, security fixes, test generation)
Interactive planning phase aligns execution before compute is spent
Self-debugging and automatic CI failure recovery
Non-technical team members can ship code with guidance

Criticized

Opaque ACU billing; complex tasks can far exceed base plan cost
Low success rate on complex or ambiguous open-ended tasks
Requires very precise instructions; vague prompts frequently fail
Lack of transparency in decision-making and failure explanations
Silent task failures without surfacing uncertainty to user
Not suited for open-ended architectural design or senior-level judgment
Early-version reputation for promising more than it delivered

User sentiment is mixed and heavily context-dependent. Enterprise teams running well-scoped migration and remediation tasks report significant productivity gains—Nubank achieved 8–12x efficiency improvement and 20x cost savings on an ETL migration; a large bank saw 10x speed improvement on file migrations vs. human engineers. Individual developers find Devin strong for automation, web scraping, and repetitive bug fixes, but report inconsistent results on complex or ambiguous projects, with some independent tests recording ~15% task completion on hard problems. Recurring criticisms include opaque ACU billing that can far exceed the base plan cost, silent task failures without clear explanations, and the need for very precise prompting. A third-party site citing Trustpilot reported a 3.0/5 score as of March 2026, though the sample is extremely small.

Prompt	ChatGPT	Bing Copilot	Gemini Search	Perplexity	Google AI Mode
Capability2/5 cited (40%)
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 Experience1/5 cited (20%)
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 & Ecosystem2/5 cited (40%)
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 & Reliability1/5 cited (20%)
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

Cognition (Devin) ranks #5 in Autonomous Coding Agents AI search.

Key Metrics

Platform Breakdown

Overview

Cognition (Devin) ranks #5 in Autonomous Coding Agents AI search.

Key Metrics

Platform Breakdown

Overview

Prompts where competitors are visible and Cognition (Devin) is not.

Where Cognition (Devin) is winning3

Where Cognition (Devin) is losing5

Key Facts

Key Capabilities10

Key Use Cases8

Cognition (Devin) customer outcomes

Recent Trend

How AI describes Cognition (Devin)

Most cited sources8

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 Run1/5 cited (20%)
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	Your brand was cited

Cognition (Devin) ranks #5 in Autonomous Coding Agents AI search.

Key Metrics

Platform Breakdown

Overview

Cognition (Devin) ranks #5 in Autonomous Coding Agents AI search.

Key Metrics

Platform Breakdown

Overview

Prompts where competitors are visible and Cognition (Devin) is not.

Where Cognition (Devin) is winning3

Where Cognition (Devin) is losing5

Key Facts

Key Capabilities10

Key Use Cases8

Cognition (Devin) customer outcomes

Recent Trend

How AI describes Cognition (Devin)

Most cited sources8

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 Cognition (Devin) do?

Who is Cognition (Devin) best for?

How is Cognition (Devin) priced?

What are the alternatives to Cognition (Devin)?

What do users praise about Cognition (Devin)?

What are common complaints about Cognition (Devin)?

When was Cognition (Devin) founded and where?

How big is Cognition (Devin)?