NEO vs Presto Voice
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | NEO | Presto Voice |
|---|---|---|
| Pricing | Freemium | Contact for pricing |
| Primary Use | Autonomous ML engineering agent | Drive-thru voice AI automation |
| Target User | ML engineers and researchers | QSR chains with drive-thrus |
| Key Metric | 34.2% on MLE-bench (top-ranked) | 95% non-intervention, 6% revenue lift |
| Integration | VS Code, Cursor, Claude Code, GitHub | POS, headset, ElevenLabs |
| Latest News | Bhavin Turakhia invests $30M (July 2026) | Dairy Queen partnership (April 2026) |
Presto Voice and NEO serve completely different domains: Presto automates drive-thru ordering for QSR chains, while NEO is an autonomous agent for ML engineering. Choose Presto if you run a multi-location drive-thru restaurant looking to boost revenue through AI upselling; choose NEO if you're an ML engineer needing an autonomous system to build, evaluate, and optimize models and agents.
Autonomous AI engineering agent for ML model training, evaluation, and optimization.
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Managed drive-thru voice AI for large QSR chains, boosting orders and cutting labor.
Visit WebsiteWhat real users say: NEO 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.
NEO
44 mentions across 4 sources · 0% positive — critical
Hacker News, GitHub, Lemmy, Tech Press
What users praise
- • Designed to automate end-to-end ML workflows from a single prompt.
- • Supports self-correction and multi-step reasoning loops for iteration.
- • Integrates with VS Code, Cursor, and popular LLMs.
- • Offers a free trial to test capabilities before committing.
What frustrates them
- • No real user feedback available to validate advertised features.
- • Credit-based pricing can lead to unexpected costs if experiments run long.
- • Limited platform support — only VS Code and Cursor plugins mentioned.
- • No independent reviews or case studies to back up marketing claims.
Researched Jul 2, 2026
Presto Voice
37 mentions across 3 sources · 26% positive — critical
YouTube, App Store, Lemmy
What users praise
- • Vendor claims up to 95% non-intervention on drive-thru orders, saving labor costs.
- • Claims an upselling engine with 88% offer acceptance and 6% revenue lift.
- • Runs a spectrum of Voice AI models to adapt to different menus and speech patterns.
- • Has 15+ years of restaurant-industry experience and national rollout references.
What frustrates them
- • No independent user reviews or community validation of the vendor's claims.
- • Brand name 'Presto' is confused with unrelated products like canners and transit cards.
- • App Store reviews for a similarly named app cite glitches, autoload failures, and connection errors.
- • Tourists report being locked out of the related Presto transit app without a Canadian address.
Researched Aug 26, 2026
Who should pick which
- QSR chain owner with multiple drive-thrusPick: Presto Voice
Presto Voice is built for drive-thru automation with proven upselling and high non-intervention rates. Recent partnership with Dairy Queen confirms its relevance.
- ML engineer automating model training and evaluationPick: NEO
NEO autonomously builds, runs, and benchmarks ML experiments. Its MLE-bench top rank and integration with VS Code/Cursor make it ideal for technical users.
- Franchise network seeking scalable voice AIPick: Presto Voice
Presto offers easy installation at scale and menu unification across locations, suitable for franchises.
- Researcher running large-scale LLM benchmarksPick: NEO
NEO supports LLM evaluation, dual-LLM prompt optimization, and agent swarm coordination, all critical for research.
- Small independent restaurant with limited budgetPick: NEO
Presto is not for small restaurants due to enterprise pricing; NEO's freemium model is more affordable, though it does not address drive-thru needs.
Frequently Asked Questions
NEO vs Presto Voice: which should you choose?
Presto Voice and NEO serve completely different domains: Presto automates drive-thru ordering for QSR chains, while NEO is an autonomous agent for ML engineering. Choose Presto if you run a multi-location drive-thru restaurant looking to boost revenue through AI upselling; choose NEO if you're an ML engineer needing an autonomous system to build, evaluate, and optimize models and agents.
Can Presto Voice be used for phone ordering?
Yes, Presto Voice includes phone ordering automation in addition to drive-thru.
Does NEO support fine-tuning of LLMs?
Yes, NEO supports fine-tuning of LLMs and ML models.
What is the non-intervention rate of Presto Voice?
Presto Voice achieves up to 95% non-intervention rate on orders.
What is NEO's score on MLE-bench?
NEO scored 34.2% on MLE-bench, top-ranked as of August 2025.
Does Presto Voice integrate with ElevenLabs?
Yes, Presto Voice uses a spectrum of voice AI models including ElevenLabs.
What IDEs does NEO integrate with?
NEO integrates with VS Code, Cursor, Claude Code, and OpenVSX.
Can Presto Voice handle multiple restaurant locations?
Yes, it supports multi-location deployment with menu unification.
Is NEO suitable for beginners without ML background?
No, NEO is not for complete beginners; it requires ML engineering knowledge.
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Last reviewed: July 2, 2026