Devika vs Fume

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Updated August 2026

Devika

Stition AI

Open-source agentic AI software engineer (open Devin alternative)

Open Source

73% verification coverage

Fume

Fume Technologies, Inc.

Get an extensive Playwright test suite overnight — autonomous AI QA

Paid

70% verification coverage

Trust & Reliability

Devika

Users:100M-500M

Customers (per vendor):Duolingo, Figma, Mercedes-Benz +7

SOC 2

Fume

SOC 2

Overall Winner: Devika

7.4/10 vs Fume at 6.7/10

Leads in:

Customization

Support

Integration

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

AI Comparison Summary

Devika

7.4

avg score

Fume

6.7

avg score

Devika leads overall — particularly in Customization and Support and 1 more.

Based on 12 dimensions

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Overall Winner

Devika

7.4 / 10

Devika

Best For

Developers and engineering teams accelerating software delivery with AI and automation

Enterprises requiring robust security, compliance, and flexible deployment options for their codebases

Small and medium teams seeking advanced collaboration and CI/CD capabilities

Startups looking to scale development from idea to IPO with personalized guidance

Consider Alternatives If

Non-technical users without coding experience (developer-focused platform)

Teams seeking a visual, low-code/no-code application development environment

Organizations requiring full air-gapped deployment without any cloud components (Enterprise Server is self-hosted but can connect to Cloud)

Fume

Best For

Growing engineering teams automating browser testing without dedicated QA engineers

Software development teams needing resilient end-to-end tests that self-heal

Organizations migrating existing Playwright, Selenium, or Cypress tests to an AI-powered system

Companies seeking full code ownership and local execution of AI-generated tests

Consider Alternatives If

Not for non-technical users seeking a no-code test builder

Not for unit or integration testing (focuses on end-to-end browser testing)

Not for teams unwilling to integrate AI into their QA processes

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

Devika is best for

🤖Automation & Agents9.0🎧Customer Support9.0🔍Research8.0

Fume is best for

✍️Writing & Content7.0💬Chat & Conversation7.0🔍Research7.0

Filter by your use case:

Pros & Cons

Devika

Pros

Comprehensive platform covering the entire software development lifecycle
Integrated AI tools like Copilot significantly boost developer productivity and code quality
Strong security features including secret protection and vulnerability scanning built into workflows
Flexible deployment options with both cloud and self-hosted solutions
Extensive marketplace for integrations and community-contributed actions
Scales effectively for teams of any size, from individuals to large enterprises

Cons

GitHub Copilot Autofix currently supports only JavaScript, TypeScript, Java, and Python for 90% of alert types
Advanced security features like Copilot secret scanning and custom patterns are primarily available in higher-tier plans
Self-hosted deployment (GitHub Enterprise Server) requires significant infrastructure management by the customer
Free tier has limited CI/CD minutes (2,000/month) and Packages storage (500MB)
Data residency options are currently limited to EU and Australia for Enterprise Cloud

Fume

Pros

Generates 100% Playwright code, ensuring full ownership and local execution
Automates test design, writing, and maintenance, eliminating manual QA work
Self-heals flaky tests using an AI agent fallback, improving test stability
Supports migration of existing Playwright, Selenium, and Cypress tests
Offers free cloud test runners, reducing infrastructure costs
Integrates easily into existing CI/CD pipelines with a single API call

Cons

Requires video input for test generation, which may not suit all testing methodologies
Focuses primarily on browser testing, potentially limiting scope for other test types
No visual builder or low-code option for non-developers, requiring some technical familiarity
Pricing may be a barrier for very small teams or individual developers
Relies on AI for test generation and maintenance, which may require trust in AI's accuracy

Weighted Score — Adjust What Matters to You

Pick a profile or drag sliders — scores and radar update instantly on the right.

Quick profiles:

Ease of Use5

Output Quality5

Value for Money5

Customization5

Support5

Integration5

Accuracy & Reliability5

Compliance & Data Protection5

Performance5

Task Completion5

Tool Use Correctness5

Planning Quality5

Dimension Comparison

Devika

7.4

/ 10

Your pick

Fume

6.7

/ 10

Dimension Breakdown

Ease of Use

How intuitive is onboarding, UI navigation, and day-to-day usage for the target audience?

Devika

7.0

Fume

7.0

Output Quality

How accurate, reliable, and useful are the outputs this product generates?

Devika

8.0

Fume

8.0

Value for Money

How well does the pricing match the features and output quality delivered?

Devika

7.0

Fume

7.0

Customization

Calculated

How much can users tailor workflows, settings, prompts, or outputs to their needs?

Devika

10.0▲ +5.0

Fume

5.0

Support

How strong is the documentation, customer support, community, and learning resources?

Devika

9.0▲ +2.0

Fume

7.0

Integration

Calculated

How well does it connect with other tools, APIs, and workflows?

Devika

8.0▲ +2.0

Fume

6.0

Accuracy & Reliability

Factual accuracy and hallucination resistance

Devika

8.0

Fume

8.0

Compliance & Data Protection

Calculated

Compliance certifications and data-protection posture, aggregated from verified compliance signals

Devika

4.0

Fume

4.0

Performance

Calculated

Latency + throughput speed

Devika

5.0

Fume

5.0

Task Completion

End-to-end task success rate

Devika

8.0

Fume

8.0

Tool Use Correctness

Picks the correct tool + correct arguments

Devika

8.0

Fume

8.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Devika

7.0

Fume

7.0

Calculated = derived from structured signals (integration count, API/open-source config, compliance certs, response-time). AI = LLM-assessed from public website content. Methodology

Task Performance

Devika

Task

Fume

8.0

Code Completion

1.0

7.0

Bug Detection

7.0

Code Explanation

6.0

8.0

Refactoring

7.0

6.0

Test Generation

9.0

Multi Language Support

1.0

7.0

Context Understanding

7.0

6.0

Documentation Generation

6.0

7.0

Performance Optimization

5.0

8.0

Security Scanning

4.0

* Task scores (1–10) are algorithmically generated from publicly available data.

Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy

Frequently Asked Questions

Which is better, Devika or Fume?

Both are strong options. Devika is a strong choice, while Fume is a strong choice. The best choice depends on your specific use case, budget, and workflow requirements.

Is Devika cheaper than Fume?

Devika starts at free (open_source model). Fume starts at free (paid model) with a free trial. Use the Cost Calculator above for a detailed estimate.

What are the main differences between Devika and Fume?

Devika — "Open-source agentic AI software engineer (open Devin alternative)". Fume — "Get an extensive Playwright test suite overnight — autonomous AI QA". Key differences include their pricing models, platform support, integrations, and technical capabilities. See the Feature Comparison table above for a complete side-by-side breakdown.

Can I use Devika and Fume together?

Yes, many teams use both tools together for different purposes. Use the Stack Builder section above to combine Devika and Fume with other tools and save your AI toolkit.

Does Devika or Fume have a free plan?

Devika is a paid tool. Fume is a paid tool with a free trial. Always verify current pricing directly with the vendor.

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