kitio.aiBitDive vs Shiplight AI
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. BitDive starts at See pricing page and Shiplight AI starts at $60/mo. Check both pricing pages for current plans.
At a glance
Best for
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Runtime context via MCP
- Before and after trace diffs
- Method-level observability
- Tests generated from traces
- Self-hosted deployment
- Agent-authored E2E tests
- Browser MCP server
- Self-healing tests
- YAML tests in your repo
- Hosted CI runners
| Feature | BitDive | Shiplight AI |
|---|---|---|
| Best for | Feeds real Java runtime traces to coding agents and turns them into tests | End-to-end tests written and maintained by your coding agent |
| Category | Coding | Coding |
| Pricing model | Freemium | Freemium |
| Starting price | See pricing page | $60/mo |
| Free plan | Yes | Yes |
| Made by | BitDive | Shiplight AI |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
BitDive starts at See pricing page and Shiplight AI starts at $60/mo. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
2 plans
Developer Use
Free
- Full workflow for one developer
- No pricing gate to start
Company Rollout
Contact sales
- Private cloud or air-gapped
- Priority engineering support
- Custom integration work
3 plans
Free
Free
- $10 signup credit
- Up to 5 members
- 30-day artifact retention
Pro
$60/mo
- $60 monthly credit
- Pay as you go beyond credit
- Up to 25 members
- 90-day retention
Enterprise
Contact sales
- Volume pricing
- SSO and SOC 2
- Dedicated CSM
Prices in USD, checked Nov 5, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
BitDive
- Free for individual developers
- Agents work from real execution data
- Generates regression tests from traces
- Java-focused
- Company rollout needs a sales conversation
- Requires instrumenting your application
Shiplight AI
- Works with Claude Code, Cursor and Codex
- Readable tests reviewed in PRs
- All features on the free plan
- Usage beyond credit is metered
- Free plan keeps artifacts only 30 days
- Best suited to teams already using coding agents
Which one should you choose?
Choose BitDive if you want:
- Free for individual developers
- Agents work from real execution data
- Generates regression tests from traces
Watch out: java-focused.
Choose Shiplight AI if you want:
- Works with Claude Code, Cursor and Codex
- Readable tests reviewed in PRs
- All features on the free plan
Watch out: usage beyond credit is metered.
BitDive vs Shiplight AI FAQ
What is the difference between BitDive and Shiplight AI?
BitDive: Feeds real Java runtime traces to coding agents and turns them into tests. Shiplight AI: End-to-end tests written and maintained by your coding agent. Both are coding tools.
Is BitDive or Shiplight AI cheaper?
BitDive starts at See pricing page and Shiplight AI starts at $60/mo. Check both pricing pages for current plans.
Do BitDive and Shiplight AI have free plans?
BitDive: Yes. Shiplight AI: Yes.
Who makes BitDive?
BitDive is made by BitDive.
Who makes Shiplight AI?
Shiplight AI is made by Shiplight AI.
Which should I choose, BitDive or Shiplight AI?
Choose BitDive if you value free for individual developers and agents work from real execution data. Choose Shiplight AI if you value works with claude code, cursor and codex and readable tests reviewed in prs.