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Devin VS LevelFour

Compare Devin VS LevelFour and see what are their differences

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Devin

Devin is an autonomous agent that solves engineering tasks through the use of its own shell, code editor, and web browser.

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Rating
0 reviews
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Alternatives Is it good?
LevelFour

One system of record for Cloud, SaaS, and AI spend. LevelFour finds the waste, removes it for you, and keeps it from coming back.

Rating
0 reviews
Pricing
Paid Free trial $30 / Monthly (Pro, up to $2,500 of tracked spend a month)
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Alternatives Is it good?
Jaah
Jaah is Just Another Agentic Harness, for production-grade AI-generated code. Coding agents write the code. Jaah makes it production-grade. sponsored

Which is more popular?

Based on our record, Devin seems to be more popular. It has been mentioned 1 time since March 2021.

social mentions
1 vs 0
Developer Tools popularity
100% vs 0%
alternatives listed
110 vs 8

Base details

Website, pricing, platforms and company facts side by side.

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Devin
LevelFour
Website cognition.com levelfour.ai
Pricing —
Paid Free trial $30 / Monthly (Pro, up to $2,500 of tracked spend a month) Official pricing
Company — Startup from the United States · 2025
Listed in
AI Utilities Developer Tools Communications +1
Cloud Cost Management Cloud Cost Optimization FinOps AI Finops Kubernetes AI +3

About Devin and LevelFour

In their own words, as submitted to SaaSHub.

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Devin
LevelFour

No description of Devin yet.

LevelFour is a FinOps platform that finds the waste in cloud, SaaS, and AI spend and ships each saving. It covers AWS, Google Cloud, Azure, and Kubernetes, with SaaS and AI bills in the same system of record. LevelFour applies each saving in your account, opens it as an infrastructure-as-code...

Read more about LevelFour

Features and specs

What each product offers, as listed by its team.

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Devin 0 features
LevelFour 11 features

No features have been listed yet.

  • Savings shipped
    Each saving applied in your account, opened as an IaC pull request, or handed over as steps
  • Pull request bot
    Prices Terraform, CloudFormation, Pulumi, CDK and Kubernetes changes on GitHub, GitLab, Bitbucket and Azure DevOps
  • Kubernetes rightsizing
    Requests, limits and nodes sized to real usage, shipped as pull requests to Helm values or manifests
  • Commitments
    Savings plans and reservations on AWS and Azure bought and renewed for you
  • Virtual tags
    Allocate Cloud, SaaS and AI spend to teams and products, with showback and chargeback
  • Budgets and anomaly alerts
    Forecasts, budgets and anomaly alerts in Slack, Microsoft Teams, Jira or any webhook
  • AI cost visibility
    AI bills by model and API key, and usage by person and team
  • Savings Audit
    Every saving confirmed on the bill, with the change, the date and who approved it
  • MCP server, CLI, API and SDKs
    Query and act on cost from AI agents, the terminal or your own code
  • Developer portals
    Cost by service inside Backstage, Port and Cortex
  • Read-only to start
    Connect with read-only access; write access is scoped to each approved change

Analysis

An editorial look at what each product does well and who it suits.

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Devin
LevelFour

Overall verdict

  • Devin is a capable AI software engineering agent that shows real promise for automating routine coding tasks, though it works best as a productivity augmentation tool rather than a full replacement for human engineers. It's a solid choice for teams looking to offload repetitive work and accelerate development, but results can vary depending on task complexity.

Why this product is good

  • Functions as an autonomous AI agent that can plan and execute multi-step coding tasks end to end
  • Integrates with common developer tools like GitHub, Slack, and IDEs for smoother workflow adoption
  • Can handle repetitive or well-defined tasks such as bug fixes, migrations, and small feature work, freeing up human developers
  • Backed by Cognition Labs, which continues to invest heavily in improving the agent's reliability and capabilities
  • Offers the potential to scale engineering output by running tasks in parallel

Recommended for

  • Engineering teams looking to automate routine or repetitive coding tasks
  • Startups and companies wanting to boost developer productivity and throughput
  • Organizations comfortable reviewing AI-generated code and integrating agentic tools into their pipeline
  • Developers who want to offload boilerplate, migrations, or bug triage work
  • Teams experimenting with AI-assisted software development workflows

No analysis of LevelFour yet.

Videos

Walkthroughs and reviews on video.

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Devin 3 videos + Add
LevelFour 6 videos + Add

Devin review: is it a better AI coding agent than Cursor?

More videos

  • - Devin just came to take your software job… will code for $8/hr
  • - Devin AI Review: Is It Worth Trying?

LevelFour in Backstage, Port, and Cortex: cost and chargeback per service

More videos

  • - LevelFour pull request bot: cloud cost in every pull request
  • - LevelFour MCP server, Slack agent, and CLI: ask your cloud bill
  • - LevelFour Governance & Visibility: one bill for Cloud, SaaS, and AI
  • - LevelFour Cloud Savings: each saving applied for you or shipped as code
  • - LevelFour in two minutes: FinOps for Cloud, SaaS, and AI spend

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
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Devin
LevelFour
100% 100%
Developer Tools
0% 0%
0% 0%
AI Finops
100% 100%
100% 100%
AI
0% 0%
0% 0%
Kubernetes
100% 100%

Questions & Answers

As answered by people managing Devin and LevelFour.

Who are some of the biggest customers of your product?

LevelFour's answer:

  • Creditas
  • ClickBus
  • Cayena
  • Darwin Seguros

What makes your product unique?

LevelFour's answer:

LevelFour ships the savings it finds. You pick how each change lands: LevelFour applies it in your account with access scoped to that one change, opens an infrastructure-as-code pull request, or hands your team the steps. Savings Audit then checks the next bill and records the saving, the date, and who approved it. You pay Cloud Savings as 30% of what it saved.

Why should a person choose your product over its competitors?

LevelFour's answer:

Pick LevelFour when you want one tool to find the waste across AWS, Google Cloud, Azure, Kubernetes, SaaS, and AI, make the change, and prove the result on the bill. Your engineers review cost in their pull requests on GitHub, GitLab, Bitbucket, or Azure DevOps, and your AI agents query it through the MCP server. Finance pays a share of realized savings and owes nothing when the bill doesn't drop.

How would you describe the primary audience of your product?

LevelFour's answer:

Engineering, platform, and FinOps teams at companies that run workloads on AWS, Google Cloud, Azure, or Kubernetes and pay for SaaS and AI tools. Finance teams use it to sign off on the bill and to track each saving.

Which are the primary technologies used for building your product?

LevelFour's answer:

Python and FastAPI for the API and the savings workers, PostgreSQL for each customer's data, React and TypeScript for the dashboard, Next.js for the website, Go for the CLI, and Terraform for the infrastructure on AWS.

What's the story behind your product?

LevelFour's answer:

Bruno Rocha started LevelFour in November 2025, with co-founders Ana Julia Ghirello and Gabriel Nielsen, to fix a problem he had seen for years working in engineering. FinOps teams set a savings target and handed it to engineering with no strategy and no context, only the number. LevelFour serves both sides of that handoff: FinOps gets visibility and control over spend, and engineers get the tools to ship each optimization in their code or their infrastructure. Dozens of companies, from startups to large enterprises, now run millions of dollars in cloud spend through LevelFour.

User comments

Share your experience with using Devin and LevelFour. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

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Devin 1 mention
LevelFour 0 mentions
  • Devin, the "First AI Software Engineer," Failed 86% of Its Benchmark Tasks, and Then What
    Cognition, "Introducing Devin, the first AI software engineer" (March 12, 2024): the launch post; the 13.86% SWE-bench self-report and unassisted-evaluation details. - Source: dev.to / 4 months ago

Tracking LevelFour since Oct 2026.

Alternatives to Devin and LevelFour

When comparing Devin and LevelFour, you can also consider the following products.

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