
What Testim Can’t Test, Keploy Cancatch what breaks
Auto-Generated API Tests from Traffic vs AI-Stabilized Test Automation
Keploy auto-generates API tests from real production traffic using eBPF with zero code changes. Testim (now part of Tricentis) is an AI-powered test automation platform that uses machine learning to create and stabilize web and API tests with smart element locators. Keploy auto-generates API tests; Testim uses AI to make manually authored tests more resilient.
How Keploy turns real traffic into a test suite
One pipeline, running the moment your app receives a request. No SDKs, no sidecars, no test scripts — just kernel-level capture that becomes deterministic regression coverage.
- 01Real API trafficLive requests + responses from your running app
- 02eBPF captureKernel-level recording — zero code changes
- 03NormalizeTime-freeze + field noise removed automatically
- 04Generate testsDeterministic test cases from actual behavior
- 05Generate mocksEvery downstream dependency stubbed for you
- 06Replay in CIRuns locally, in CI, or in-cluster on Kubernetes
- 07Regression detectionDiffs flagged before they reach production
See how the capture-replay engine works under the hood.
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Why teams switch from Testim
Keploy eliminates manual test authoring by generating tests automatically from real traffic — no scripts, no stubs, no infrastructure setup.
Want fully automatic API test generation from production traffic
Need automatic mock generation for databases and downstream services
Do not need AI-stabilized UI element locators
The numbers behind the switch
Industry data on how much manual testing costs teams — and what Keploy delivers from the first recording session.
Writing tests, configuring mocks, debugging flakiness — not building features that ship.
A routine rename or interface change silently invalidates more than half your suite.
Keploy generates tests from every request your API actually handles — no guessing.
Traffic capture reaches edge cases, error paths, and concurrent requests no dev would write.
Pain stats sourced from developer productivity surveys. Coverage stats from Keploy production recording sessions across 50+ engineering teams.
Every number here comes from teams running Keploy in CI.
Zero code. Real tests. Automatically.
Keploy's eBPF agent intercepts every API call at the kernel level and turns live traffic into test cases with dependency mocks — no SDK, no sidecars, no annotations.
Incoming API Requests
Every API call your app makes gets captured, replayed as a test, and its dependencies auto-mocked — continuously, from real traffic.
How they compare, dimension by dimension
A logical breakdown across the dimensions that matter. Click any row for real-world KPI impact across industries.
Auto-generates from captured production traffic via eBPF
Visual authoring with AI-assisted smart locators and recording
Zero code changes needed to instrument or capture
No code for visual mode; JavaScript for custom steps
Auto-generates mocks for all downstream dependencies
No built-in mock generation for API dependencies
Built-in time-freezing and field normalization
Parameterization and data-driven testing with data sets
Native CLI integration with any CI pipeline
CLI runner and CI integrations with grid execution
Language-agnostic — captures at network level
JavaScript-based custom steps; tests any web or API endpoint
Click any dimension to see real-world KPI impact across industries.
Dive into how each capability actually works.
Your tests miss more than you think
Manual tests cover paths developers remember to write — usually just the happy path. Keploy captures every pattern production traffic actually generates.
Coverage grid shows 8 common endpoints × 10 production scenario types. Manual tests cover only what developers remember to write. Keploy captures every pattern your API actually serves in production.
Keploy is open source — read the code that captures this coverage.
The infrastructure you're maintaining
Traditional testing stacks require a shadow infrastructure to exist alongside your real app. Keploy eliminates all of it — tests and mocks come from actual traffic, not from services you run and maintain.
How they work differently
Architectural differences that affect workflow, cost, and velocity.
Keploy uses eBPF to record real API calls and responses from your running application, then replays them as regression tests. It auto-generates mocks for downstream dependencies and handles non-deterministic data automatically. No manual test authoring or AI-assisted locators needed for API testing.
Testim provides a visual test authoring environment where teams create web and API tests. Its AI analyzes page structure to create smart locators that resist UI changes. For API testing, it offers a request builder with assertions. Testim was acquired by Tricentis and integrates into the Tricentis ecosystem for enterprise test management.
When to use each tool
Specific scenarios where each tool delivers the most value.
Keploy is the better fit when…
- Want fully automatic API test generation from production traffic
- Need automatic mock generation for databases and downstream services
- Do not need AI-stabilized UI element locators
- Prefer open-source, self-hosted tooling over vendor-locked platforms
- Want tests based on real behavior, not manually authored scenarios
Testim is the better fit when…
- Need AI-stabilized web UI tests alongside API testing
- Want a visual test authoring environment with smart locators
- Are part of a Tricentis ecosystem and want integration with qTest, Tosca
- Need recorded web test playback with AI-powered maintenance
- Prefer a managed cloud platform with built-in analytics and reporting
Compare the full workflow for your own stack.
The workflow you're escaping
Same starting point, same finish line. One path is short because Keploy does the tedious middle for you — the other is where teams lose days every sprint.
Without Keploy (Testim / manual)
Every dependency is your problem, and every code change ripples back through the test suite you hand-built.
With Keploy
Record once from real traffic, replay anywhere. Tests and mocks are generated and stay in sync automatically.
Cut the maintenance middle out of your test suite.
The test maintenance trap
With Testim, every feature commit generates a hidden tax — a follow-up "fix tests" commit. The commit history tells the whole story.
Deterministic replays, no flaky tests — see how.
Switch from Testim in minutes
Choose the path that fits your workflow. Both are up and running the same day.
Install, record real API traffic, then replay it as regression tests — zero code changes, zero framework dependencies.
# 1. Installcurl --silent -O https://keploy.io/install.sh && source install.sh# 2. Record your traffickeploy record -c "your-start-command"# 3. Replay as testskeploy test -c "your-start-command" --delay 10Paste your cURLs, drop in an OpenAPI spec or Postman collection, and click Generate. Keploy builds your test suite in seconds.
Real-world scenarios
How Keploy handles the challenges your team actually faces.
Your team ships 50 PRs/week and needs regression coverage
Keploy captures traffic and generates regression tests automatically. Tests run in CI on every PR without any manual authoring or AI training period.
Testim requires initial test authoring, then AI stabilizes tests as the app evolves. At 50 PRs/week, AI maintenance reduces flakiness but initial test creation still needs human effort.
You're migrating from monolith to microservices
Keploy records monolith traffic, generates dependency mocks, and replays against new microservices. Migration verification is fully automated at the API level.
Testim can test new microservice APIs through its API testing module. AI helps stabilize tests during rapid changes, but you must author the initial tests for each new service.
Join the teams shipping with confidence on Keploy.
What you write vs what Keploy writes
The same test coverage — one approach takes hours of setup and ongoing maintenance, the other takes five minutes and zero boilerplate.
Every new endpoint needs a new file. Every refactor breaks tests. Every non-deterministic value (timestamps, IDs) needs custom handling.
Keploy captures the real request, response, and all dependency calls. Non-deterministic fields are auto-detected and excluded from assertions.
Frequently asked questions
Common questions about choosing between Keploy and Testim.
Still have questions? The docs and community can help.
Looking for a Testim alternative?
Engineering teams evaluating Testim alternatives often compare it with Keploy for API testing and regression coverage. Keploy captures real production traffic via eBPF and auto-generates tests with dependency mocks — requiring zero code changes. The key differences come down to how tests are generated (traffic-based vs manual), how dependencies are mocked (automatic vs configured), and what infrastructure changes are needed (none vs SDK/sidecar/containers).
Ready to stop writing tests manually?
Keploy captures your real API traffic and turns it into a regression suite automatically. Zero code changes. Full coverage from day one.