Qodo vs SmartBear

Side-by-side comparison of AI visibility scores, market position, and capabilities

SmartBear leads in AI visibility (86 vs 49)
Qodo logo

Qodo

ChallengerDeveloper Tools

AI Code Verification

AI code verification company raised $70M Series B as #1 on Martian Code Review Bench; $120M total raised March 2026; rebranded from CodiumAI; focuses on ensuring correctness of AI-generated code via test generation, code review, and PR analysis.

AI VisibilityBeta
Overall Score
C49
Category Rank
#1 of 1
AI Consensus
55%
Trend
up
Per Platform
ChatGPT
55
Perplexity
60
Gemini
42

About

Qodo (formerly CodiumAI) is an AI code verification company that focuses on ensuring the correctness and quality of AI-generated and human-written code rather than just generating code faster. Founded in Israel and rebranded to Qodo in 2024, the company recognized that as AI coding assistants proliferated, the bottleneck in software development was shifting from code writing to code verification—ensuring that generated code actually does what it is supposed to do. Qodo's platform integrates AI into the testing, review, and verification stages of the development lifecycle.\n\nQodo's product suite includes AI-powered test generation, code review automation, and pull request analysis tools that work within developer workflows in VS Code, JetBrains IDEs, and GitHub. Its Qodo Merge product automates code review with contextual, actionable feedback rather than generic style suggestions. The company achieved the top position on the Martian Code Review Benchmark, a third-party evaluation of AI code review quality, which has become a key proof point in enterprise sales. Target customers are software development teams at enterprises that are shipping increasing volumes of AI-generated code and need systematic quality assurance.\n\nQodo raised a $70M Series B in March 2026, bringing total funding to $120M. Its customer roster includes NVIDIA, Walmart, Red Hat, and Intuit—a group of large enterprises with complex, high-stakes codebases that validates Qodo's enterprise readiness. As AI code generation becomes standard practice, the market for AI code verification and quality assurance is growing proportionally, positioning Qodo at an important and defensible layer of the AI developer tools stack.

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SmartBear logo

SmartBear

LeaderSoftware Testing

API Testing & Quality Tools Suite

SmartBear is a software quality company offering a suite of API testing, visual testing, performance testing, and test management tools used by enterprise development teams.

AI VisibilityBeta
Overall Score
A86
Category Rank
#1 of 1
AI Consensus
57%
Trend
up
Per Platform
ChatGPT
89
Perplexity
95
Gemini
93

About

SmartBear is a software quality tooling company headquartered in Somerville, Massachusetts that provides a broad portfolio of products spanning API design and testing, visual testing, performance testing, and test management — serving development and QA teams across the full software quality lifecycle with purpose-built tools for each testing discipline rather than a single consolidated platform. SmartBear's most widely known product, ReadyAPI (formerly SoapUI), is an industry-standard API testing tool used by QA engineers and developers to validate REST, SOAP, and GraphQL API behavior through functional test automation, security scanning, and load testing. SwaggerHub, SmartBear's API design and documentation platform, is another flagship product with broad enterprise adoption in the API governance and design-first development workflow market.

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AI Visibility Head-to-Head

49
Overall Score
86
#1
Category Rank
#1
55
AI Consensus
57
up
Trend
up
55
ChatGPT
89
60
Perplexity
95
42
Gemini
93
60
Claude
92
57
Grok
77

Key Details

Category
AI Code Verification
API Testing & Quality Tools Suite
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Qodo
AI Code Verification
Only SmartBear
API Testing & Quality Tools Suite

Integrations

Both integrate with
Only SmartBear

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