Pipette
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About this app
How fast can your phone run real AI?
Pipette is an on-device AI benchmark app. It runs small models on your phone and measures actual performance without cloud processing.
See how quickly your device processes prompts and generates text, measured in tokens per second. Many mobile benchmarks estimate AI performance using synthetic tests. Pipette downloads real, openly available AI models and runs them locally with the inference engine built into the app.
The result is a benchmark that reflects how an offline AI assistant, local chatbot, or other on-device AI application would actually perform on your phone.
What you can do with Pipette
• Run AI models on your phone
• Benchmark prefill speed, generation speed, latency, and peak memory use
• Test popular model families like Liquid, Qwen, Gemma, Llama, Granite, and Mistral
• Compare model sizes and quantization levels such as Q4 and Q5
• See results in tokens per second with per-model breakdowns
• Use thermal readiness checks for more consistent runs
• Export benchmark results as CSV
• Optionally contribute results to Liquid AI's public dataset
• And more…
Fair, repeatable results
Device temperature can have a major effect on performance. Pipette includes a thermal readiness check that waits until your phone is cool enough before starting a benchmark. This helps produce more consistent results across devices and repeated runs.
Who Pipette is for
• Developers building local AI, offline AI, and on-device AI apps
• Hardware enthusiasts comparing smartphones and chipsets
• Reviewers who need a repeatable mobile AI benchmark
• Researchers and community members who want to contribute to Liquid AI's benchmark database
• Anyone curious about how well their phone can run AI locally
How it works
• Sign in with your email
• Choose a benchmark and the context length
• Download the AI model
• Run the test and view your results
AI model downloads may be several gigabytes. A Wi-Fi connection is recommended.
Pipette is built by Liquid AI, creators of Liquid Foundation Models, efficient AI models designed for on-device inference.
Pipette is an on-device AI benchmark app. It runs small models on your phone and measures actual performance without cloud processing.
See how quickly your device processes prompts and generates text, measured in tokens per second. Many mobile benchmarks estimate AI performance using synthetic tests. Pipette downloads real, openly available AI models and runs them locally with the inference engine built into the app.
The result is a benchmark that reflects how an offline AI assistant, local chatbot, or other on-device AI application would actually perform on your phone.
What you can do with Pipette
• Run AI models on your phone
• Benchmark prefill speed, generation speed, latency, and peak memory use
• Test popular model families like Liquid, Qwen, Gemma, Llama, Granite, and Mistral
• Compare model sizes and quantization levels such as Q4 and Q5
• See results in tokens per second with per-model breakdowns
• Use thermal readiness checks for more consistent runs
• Export benchmark results as CSV
• Optionally contribute results to Liquid AI's public dataset
• And more…
Fair, repeatable results
Device temperature can have a major effect on performance. Pipette includes a thermal readiness check that waits until your phone is cool enough before starting a benchmark. This helps produce more consistent results across devices and repeated runs.
Who Pipette is for
• Developers building local AI, offline AI, and on-device AI apps
• Hardware enthusiasts comparing smartphones and chipsets
• Reviewers who need a repeatable mobile AI benchmark
• Researchers and community members who want to contribute to Liquid AI's benchmark database
• Anyone curious about how well their phone can run AI locally
How it works
• Sign in with your email
• Choose a benchmark and the context length
• Download the AI model
• Run the test and view your results
AI model downloads may be several gigabytes. A Wi-Fi connection is recommended.
Pipette is built by Liquid AI, creators of Liquid Foundation Models, efficient AI models designed for on-device inference.
Benchmark on-device AI prompt processing and generation speed
Updated on
Safety starts with understanding how developers collect and share your data. Data privacy and security practices may vary based on your use, region, and age. The developer provided this information and may update it over time.
- No data shared with third partiesLearn more about how developers declare sharing
- This app may collect these data typesPersonal info, App activity and 2 others
- Data is encrypted in transit
- You can request that data be deleted
What’s new
🎉 Welcome to Pipette! Measure model performance right on your device. This is our first release - more to come
Everyone
Learn moreApp support
phone
Phone number
+19783371110
About the developer
Liquid AI, Inc.
google@liquid.ai
314 Main St
Cambridge, MA 02142-1085
United States
+1 978-337-1110