ClawSplit vs manual testing

Stop guessing which prompt is better

Manual prompt testing is slow, biased, and statistically meaningless. ClawSplit replaces gut feel with controlled experiments and real data.

The problem

The manual prompt testing workflow

Sound familiar? This is how most teams compare prompts today.

1

Copy prompt A into your LLM playground

2

Run a test message and eyeball the output

3

Copy prompt B into the same playground

4

Run the same test message (if you remember it)

5

Paste both outputs into a spreadsheet to compare

6

Hope your sample size of 1 is representative

Result: hours spent, no statistical confidence, and a decision based on whoever argued loudest in the team meeting.

Compare

ClawSplit vs manual prompt testing

See how automated A/B testing stacks up against the manual workflow.

Manual testingClawSplit
โฑ๏ธSetup time15-30 min per comparison60 seconds โ€” paste and go
๐Ÿ“ŠSample size1-2 test messages5-20 samples per variant, configurable
๐ŸงชStatistical rigorNone โ€” gut feel onlyTwo-proportion z-test with p-values
๐Ÿ’ฐCost trackingUnknown until the bill arrivesPer-variant cost breakdown in real time
๐Ÿ”ReproducibilityDifferent context every timeSame test inputs, controlled conditions
๐Ÿ‘ฅTeam collaborationScreenshots in SlackShareable results URL with full data

How it works

Three steps to a statistically valid answer

No statistics degree required. ClawSplit handles the math.

1

Paste two prompts

Enter your current prompt and the variant you want to test. No config, no setup.

2

Run the experiment

ClawSplit runs both variants against the same test inputs in parallel. Fair, controlled, automated.

3

Get statistically significant results

See the winner with p-values, confidence intervals, cost breakdowns, and latency comparisons.

Try it now โ€” free, no signup required

Paste two prompt variants and see real results from live LLM calls in under 60 seconds. No credit card, no account needed.

Compare your prompts now โ†’

Free forever. No credit card required.