Mobilerun vs Presto Voice

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionMobilerunPresto Voice
Target UserDevelopers & QA engineersQSR chains & operators
Primary Use CaseMobile app automation & testingDrive-thru order taking & upselling
DeploymentOn-premise or cloud (beta)Cloud-based, integrated at scale
Pricing ModelFreemium: free open-source coreContact sales: per-location subscription
LLM IntegrationMultiple LLMs (Gemini, OpenAI, etc.)Proprietary + ElevenLabs spectrum
Latest NewsNo recent newsDairy Queen partnership (Apr 2026)
Mobilerun
Mobilerun

Open-source mobile automation framework that drives real iOS and Android devices from plain-English goals, plus a managed cloud phone fleet.

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Presto Voice
Presto Voice

Presto Voice is drive-thru voice AI that takes QSR orders and upsells every car at the speaker post.

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Pricing
Freemium
Contact Sales
Plans
$0/mo
$20/mo
$99/mo
$299/mo
Custom
$64/mo billed annually ($768/yr), or $80/mo monthly
$160/mo billed annually ($1,920/yr), or $200/mo monthly
$4/mo billed annually ($48/yr), or $5/mo monthly
—
Popularity
28 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
CLIAPIWebPlugin
API
Categories
🖱️ Browser & Computer-Use Agents🧪 Software Testing & QA
🍽️ Restaurant & Hospitality☎️ Voice AI Agents & Phone Automation
Features
Natural-language goals drive real iOS and Android devices
LLM-agnostic provider swapping in one line (Gemini, OpenAI, Anthropic, xAI, DeepSeek, MiniMax, Z.AI, Qwen, Ollama,
Vision mode: screenshot-based fallback when the accessibility tree is insufficient
Reasoning mode: multi-step chain-of-thought planning about UI state before acting
Structured output: extract typed data with Pydantic models
Custom tool registration to extend the agent beyond built-in actions
App cards with pre-built interaction patterns for popular apps
Task Agents, Testing Agents and Research Agents archetypes
Local device control over USB/ADB: pip install, mobilerun setup, mobilerun run
MIT-licensed Python framework, Python 3.11-3.13, Android 10+
Managed cloud fleet with persistent device identity and residential IPs
iOS cloud devices with eSIM and SMS; receive on every plan, send on Enterprise
MCP server for Claude Code, Cursor and VS Code
Public status page with 90-day uptime history for Tasks API, Devices API, cloud and VA
iOSWorld benchmark: 98.34% mean official score across 133 tasks; 116 AndroidWorld task trajectories
Automated drive-thru order taking via voice AI at the speaker post
Continuous upselling of add-ons and specials to raise average order value
Runs a spectrum of Voice AI approaches rather than a single model
Vendor-published up to 95% non-intervention rate on drive-thru orders
Vendor-published up to 88% upsell offer rate
Vendor-published up to 6% monthly incremental revenue increase
24/7 drive-thru ordering availability
Installation at scale without disrupting live drive-thru lanes
POS and headset provider integration handled by Presto
Available through the Toast Partner Ecosystem (Sept. 21, 2026)
Managed deployment with ongoing vendor support
ROI reporting across non-intervention, upsell, and revenue lift
Nationwide rollout experience at Wienerschnitzel, Taco John's, and Dairy Queen
15+ years of restaurant drive-thru automation experience since 2008
$10M raise (Sept. 28, 2026) funding Voice AI deployments
Integrations
OpenRouter
Gemini
OpenAI
Anthropic
Ollama
OpenClaw
MCP Server
LangChain
CrewAI
OpenAI Agents SDK
n8n
Zapier
Make
Toast

What real users say: Mobilerun vs Presto Voice

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Mobilerun

24 mentions across 3 sources · 40% positive — mixed (averaged across 3 sources)

Hacker News, YouTube, GitHub

What users praise

  • • LLM-agnostic: swap between Gemini, OpenAI, Anthropic, etc. in one line
  • • Vision mode with screenshot fallback helps when accessibility tree fails
  • • Multi-agent architecture (Task, Testing, Research) splits work efficiently
  • • Open-source MIT license with active GitHub (9,100+ stars)

What frustrates them

  • • In practice, only opens apps, struggles with taps and clicks
  • • Task termination bug — agent restarts planning instead of stopping
  • • Syntax errors (unterminated string) crash runs
  • • Official sample scripts fail for some LLM models (e.g., qwq)

Researched Aug 27, 2026

Presto Voice

37 mentions across 3 sources · 32% positive — critical (weighted across 3 sources)

YouTube, App Store, Lemmy

What users praise

  • • Handles POS and headset integration itself, so voice AI goes live in an active lane without pausing service
  • • Built specifically for multi-location QSR franchise groups, not single shops or dine-in concepts
  • • Continuous upselling of add-ons and specials on every transaction targets average-order-value lift
  • • 24/7 drive-thru ordering availability removes the labor constraint of shift coverage at the speaker post

What frustrates them

  • • Almost no independent, on-topic community reviews — the dataset is dominated by unrelated same-name products
  • • Vendor-published KPIs (95% non-intervention, 88% upsell, 6% lift) lack third-party verification
  • • Won't hand over the model to tune, which blocks teams that want to own and iterate on the voice stack
  • • Only Toast is documented as a named POS integration in the available data

Researched Oct 14, 2026

Who should pick which

  • QA Engineer
    Pick: Mobilerun

    Write natural language test scripts for Android/iOS apps; integrates with CI tools.

  • QSR Chain Operator
    Pick: Presto Voice

    Automate drive-thru ordering with upselling to increase average order value.

  • Solo Developer
    Pick: Mobilerun

    Free open-source framework to automate mobile tasks without cloud costs.

  • Franchise Network Manager
    Pick: Presto Voice

    Scale voice AI across multiple locations with unified menus and POS integration.

  • Data Scraper
    Pick: Mobilerun

    Extract data from mobile apps without public APIs using vision and action agents.

Frequently Asked Questions

Which tool is better for mobile app testing?

Mobilerun, as it is built specifically for natural language mobile automation and testing on real devices.

Can Presto Voice be used for non-drive-thru restaurants?

No, it is optimized for drive-thru and phone ordering; dine-in or delivery-only might not benefit.

Is Mobilerun free?

The open-source core is free; cloud features (Mobilerun VA) are in beta with anticipated pricing.

What LLMs does Mobilerun support?

Gemini, OpenAI, Anthropic, DeepSeek, Qwen, Ollama, OpenRouter – it is LLM-agnostic.

Does Presto Voice integrate with my existing POS?

Yes, it integrates with major POS and headset systems; contact sales for specific compatibility.

What is the non-intervention rate for Presto Voice?

Up to 95%, meaning orders are completed without human assistance.

Can Mobilerun automate iOS devices?

Yes, but iOS control is cloud-only (requires a subscription); Android works locally via USB/ADB.

Does Presto Voice have a free trial?

Pricing is contact-based; no public free tier is mentioned.

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Last reviewed: July 3, 2026