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Toast Inc (TOST.NYSE) AI FORECASTS & ADVISOR ANALYSIS

Read and compare the 12 individual AI Advisor deep-dive reports, including their forecast paths, ratings, price targets, and reasoning.

Updated on 5 June 2026Deep analysis 5 June 2026

Publisher

Russlan Ramdowar

25 min readAudit All Past Forecasts

12 AI Advisor Reports

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Elon Musk AI

The Visionary FrameworkAI Researcher

Model rating

Buy

5-Year Return Est.

+155.5%

TOST.NYSE does not currently pay dividends

1. Investment Thesis — Base Case

Toast is a Paradigm Shifter digitizing the massive restaurant industry into a unified, AI-driven operating system. The base case sees Toast maintaining an annualized growth rate near 20% as it penetrates enterprise chains and international markets, while structurally expanding its margins. The transition from a cash-burning disruptor to a GAAP-profitable cash machine is complete, and massive free cash flow provides a definitive floor to the valuation.

The physics of SaaS operating leverage are undeniable; incremental software revenue falls straight to the bottom line.
AI features like Toast IQ prove the platform is a labor-substitution tool, driving ARPU expansion independent of macro conditions.
Hardware tariff costs will drag on gross margins temporarily in 2027, but software mix will vastly offset the pain.
The energy-driven consumer squeeze will suppress GPV growth, tempering extreme near-term multiple expansion.
By 2030, Toast will capture over 30% of the US market and scale across Western Europe, commanding a premium multiple.

Given the ~36x trailing P/E and a 26% ARR growth rate, the valuation is not just reasonable; it's a steal for an asset crossing into absolute dominance.

Historical prices and published forecast

Observed price
Published advisor forecast

Observed prices and the selected advisor's published projection share a split-adjusted price basis. Prices after the forecast start are later observations, not information known at publication. Forecasts are uncertain. Values in USD.

View chart values

Historical prices and published forecast — published chart values
Series	Date	Value (USD)
Observed price	2021-09-22	62.5
Observed price	2021-09-30	50.0
Observed price	2021-10-20	51.0
Observed price	2021-11-05	59.0
Observed price	2021-11-09	60.8
Observed price	2021-11-25	43.2
Observed price	2021-12-07	39.6
Observed price	2021-12-15	33.4
Observed price	2021-12-27	39.0
Observed price	2022-01-16	24.7
Observed price	2022-01-28	20.4
Observed price	2022-02-09	27.9
Observed price	2022-02-13	27.5
Observed price	2022-03-05	17.66
Observed price	2022-03-13	16.72
Observed price	2022-03-29	21.6
Observed price	2022-04-02	23.2
Observed price	2022-04-22	18.80
Observed price	2022-04-26	18.96
Observed price	2022-05-16	13.90
Observed price	2022-05-24	14.37
Observed price	2022-05-28	16.45
Observed price	2022-06-17	13.12
Observed price	2022-06-25	15.04
Observed price	2022-07-15	13.99
Observed price	2022-07-27	15.05
Observed price	2022-07-31	15.92
Observed price	2022-08-16	20.6
Observed price	2022-09-05	18.37
Observed price	2022-09-09	21.4
Observed price	2022-09-17	19.12
Observed price	2022-10-03	16.61
Observed price	2022-10-11	17.22
Observed price	2022-10-31	22.1
Observed price	2022-11-12	20.6
Observed price	2022-11-20	18.21
Observed price	2022-12-06	16.72
Observed price	2022-12-14	19.77
Observed price	2022-12-26	17.27
Observed price	2023-01-11	19.24
Observed price	2023-01-19	19.28
Observed price	2023-02-04	23.7
Observed price	2023-02-12	23.6
Observed price	2023-02-28	18.92
Observed price	2023-03-08	19.14
Observed price	2023-03-24	16.23
Observed price	2023-03-28	16.24
Observed price	2023-04-13	17.97
Observed price	2023-04-25	17.25
Observed price	2023-05-11	20.8
Observed price	2023-05-15	19.43
Observed price	2023-06-04	21.7
Observed price	2023-06-12	23.2
Observed price	2023-06-24	21.6
Observed price	2023-07-18	26.8
Observed price	2023-07-22	22.1
Observed price	2023-08-07	20.4
Observed price	2023-08-11	24.1
Observed price	2023-08-31	22.2
Observed price	2023-09-08	20.8
Observed price	2023-09-12	21.2
Observed price	2023-10-02	18.32
Observed price	2023-10-10	18.05
Observed price	2023-10-26	16.25
Observed price	2023-11-03	17.49
Observed price	2023-11-11	14.01
Observed price	2023-11-23	14.11
Observed price	2023-12-13	16.07
Observed price	2023-12-17	17.03
Observed price	2023-12-25	18.36
Observed price	2024-01-10	19.10
Observed price	2024-01-22	17.21
Observed price	2024-02-03	18.55
Observed price	2024-02-19	21.9
Observed price	2024-02-27	22.1
Observed price	2024-03-06	24.9
Observed price	2024-03-30	24.6
Observed price	2024-04-07	23.2
Observed price	2024-04-19	21.6
Observed price	2024-04-27	23.9
Observed price	2024-05-13	27.0
Observed price	2024-05-29	23.6
Observed price	2024-06-10	22.6
Observed price	2024-06-22	25.6
Observed price	2024-07-12	25.2
Observed price	2024-07-16	27.3
Observed price	2024-07-20	27.3
Observed price	2024-08-09	23.6
Observed price	2024-08-17	24.8
Observed price	2024-08-25	24.1
Observed price	2024-09-06	23.3
Observed price	2024-09-22	27.7
Observed price	2024-10-12	28.3
Observed price	2024-10-20	29.8
Observed price	2024-10-24	30.0
Observed price	2024-11-13	39.9
Observed price	2024-11-29	43.5
Observed price	2024-12-07	38.6
Observed price	2024-12-15	38.5
Observed price	2024-12-19	35.9
Observed price	2025-01-12	35.3
Observed price	2025-01-24	39.3
Observed price	2025-01-28	40.0
Observed price	2025-02-17	41.6
Observed price	2025-03-01	38.0
Observed price	2025-03-13	32.6
Observed price	2025-03-25	36.4
Observed price	2025-04-06	30.6
Observed price	2025-04-10	33.4
Observed price	2025-04-26	36.0
Observed price	2025-05-04	35.9
Observed price	2025-05-16	44.7
Observed price	2025-06-09	43.5
Observed price	2025-06-13	41.5
Observed price	2025-06-25	41.5
Observed price	2025-07-07	44.8
Observed price	2025-07-15	44.3
Observed price	2025-08-04	49.3
Observed price	2025-08-20	42.4
Observed price	2025-08-28	45.0
Observed price	2025-09-01	44.1
Observed price	2025-09-21	39.7
Observed price	2025-10-11	35.3
Observed price	2025-10-15	37.2
Observed price	2025-10-27	38.9
Observed price	2025-11-04	35.6
Observed price	2025-11-12	38.3
Observed price	2025-11-20	32.6
Observed price	2025-12-14	35.0
Observed price	2025-12-22	37.3
Observed price	2026-01-07	36.7
Observed price	2026-01-19	33.0
Observed price	2026-01-23	33.8
Observed price	2026-02-12	26.1
Observed price	2026-02-24	25.6
Observed price	2026-03-08	29.8
Observed price	2026-03-16	28.1
Observed price	2026-03-28	25.8
Observed price	2026-04-09	26.0
Observed price	2026-04-17	29.1
Observed price	2026-05-07	29.4
Observed price	2026-05-15	23.1
Observed price	2026-05-23	23.2
Observed price	2026-05-31	27.2
Observed price	2026-06-20	24.5
Observed price	2026-07-06	29.5
Observed price	2026-07-22	29.2
Observed price	2026-07-30	32.9
Observed price	2026-08-03	32.8
Observed price	2026-08-23	36.7
Observed price	2026-08-27	35.2
Observed price	2026-09-15	31.8
Observed price	2026-09-16	31.1
Observed price	2026-09-18	29.7
Published advisor forecast	2026-06-04	25.2
Published advisor forecast	2026-09-04	26.5
Published advisor forecast	2026-12-04	28.6
Published advisor forecast	2027-03-04	27.5
Published advisor forecast	2027-06-04	29.1
Published advisor forecast	2027-09-04	30.6
Published advisor forecast	2027-12-04	32.7
Published advisor forecast	2028-03-04	34.0
Published advisor forecast	2028-06-04	36.7
Published advisor forecast	2028-09-04	38.9
Published advisor forecast	2028-12-04	40.9
Published advisor forecast	2029-03-04	39.6
Published advisor forecast	2029-06-04	43.2
Published advisor forecast	2029-09-04	45.8
Published advisor forecast	2029-12-04	49.0
Published advisor forecast	2030-03-04	51.5
Published advisor forecast	2030-06-04	53.5
Published advisor forecast	2030-09-04	56.2
Published advisor forecast	2030-12-04	59.6
Published advisor forecast	2031-03-04	61.4
Published advisor forecast	2031-06-04	64.4

2. Scenarios & Signals

Bull case

Toast successfully monopolizes the enterprise segment and becomes the default AI labor-substitution engine for global hospitality.

Toast IQ completely automates drive-thrus and ordering, increasing software ARPU by over 50%.
Aggressive international expansion doubles the future TAM.
A dovish macro pivot unleashes consumer dining spend, compounding GPV growth alongside high margins.
Competitors capitulate, allowing Toast to exert supreme pricing power on take rates.

Bear case

The stagflationary environment triggers a wave of SMB restaurant bankruptcies, crushing Toast's core market before enterprise adoption can offset the losses.

Brutal tariffs on hardware erode acquisition economics, stalling location growth.
Competitors initiate a race-to-the-bottom price war on payment .
AI investments fail to meaningfully monetize, and Toast devolves into a commoditized, low-margin payment processor.

Current crowd narrative

The street looks at Toast and sees a glorified cash register chained to the whims of consumer dining habits. The prevailing narrative obsesses over restaurant transaction volumes and fears that $118 oil and sticky inflation will crush eating-out frequency, dragging Toast's payment revenue down with it. The market treats this as a cyclical hospitality play rather than a transformative technology. The anchoring bias is valuing the company purely as a payment processor, totally ignoring the high-margin software economics brewing under the hood.

Alpha-gap assessment

The variant perception is that Toast is not a transaction tollbooth; it is an existential survival engine for restaurants. While the crowd panics over tightening consumer spending, they completely ignore that severe wage inflation and literally force restaurants to automate. Toast IQ, dynamic pricing, and algorithmic labor scheduling aren't discretionary upgrades—they are the only way low-margin eateries survive. The market misprices the structural margin expansion occurring as Toast's revenue mix aggressively shifts from low-margin payments to high-margin, sticky , effectively decoupling its profitability from macroeconomic dining cycles.

Convergence catalyst

The Alpha Gap closes when two consecutive quarters demonstrate expanding software margins and rising despite flat or declining restaurant GPV. When the street realizes Toast prints cash even in a dining recession, the paradigm tips. Expect this in late 2026 or early 2027.

Paywalled preview begins: Macro-regime alignment

From this section to the end-of-preview notice below, research is provided as simplified HTML text and tables. Full access provides the complete interactive interface, charts and additional datasets.

Sentiment and regime

Greed and fear sentiment: -0.2
Expected volatility regime: moderate
Convergence-cycle position: growing_awareness

Primary drivers

Primary drivers supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
AI Operating Leverage	Toast isn't just updating software; it's replacing human labor. Toast IQ and its AI agents are doing the heavy lifting—optimizing menus, running marketing, and cutting support tickets by a third. When your developers are shipping code twice as fast and your software is doing the work of three managers, your operating leverage goes parabolic. This isn't incremental optimization; it's a first-principles restructuring of restaurant economics. By embedding autonomous intelligence directly into the POS, Toast transforms itself from a static tool into an active, margin-generating workforce. The compounding efficiency will drive extreme ARPU expansion.	Not available%	+40.0%
Escape Velocity Profitability	The days of burning cash to subsidize a fantasy are dead. Toast has achieved escape velocity. Q1 2026 demonstrated a 21% GAAP operating margin and $115M in free cash flow, alongside massive share repurchases. They are violently expanding profitability while simultaneously growing the top line at over 20%. The physics of SaaS dictate that once a platform covers its fixed costs, incremental revenue falls straight to the bottom line. This financial inflection point turns Toast into a cash-printing machine, establishing a titanium floor under the stock.	Not available%	+30.0%
Enterprise & Global TAM Expansion	They conquered the mom-and-pop shops; now they are hunting the leviathans. Bagging enterprise monoliths like Applebee's proves their architecture scales without friction. Add to that an aggressive march into Canada, the UK, and Australia, and the total addressable market explodes. This isn't just about adding locations; it's about increasing the surface area of their data network. A larger, global data graph feeds better AI models, creating a self-reinforcing competitive moat that regional players simply cannot replicate.	Not available%	+25.0%
Astronomical Switching Costs	Once a restaurant installs Toast for POS, payroll, scheduling, and inventory, ripping it out is like performing open-heart surgery with a rusted spoon. The switching costs are astronomically high. This structural stickiness allows Toast to steadily exercise pricing power and upsell high-margin software modules with near-zero churn. They have effectively established a localized monopoly inside 171,000 restaurants. High retention combined with expanding module adoption guarantees a highly predictable, compounding revenue stream.	Not available%	+20.0%

Primary frictions

Primary frictions supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Stagflationary Consumer Squeeze	With $118 oil and sticky inflation incinerating discretionary income, the consumer is tapped out. If people cannot afford a $20 burger, restaurant transaction volumes collapse. Because a massive chunk of Toast's revenue is a direct tax on Gross Payment Volume (GPV), a macroeconomic dining recession acts as a severe gravity well on their top line. No amount of elegant code can save you if the end-user simply stops spending money.	Not available%	-20.0%
Hardware Tariff Shock	The 2025 Liberation Day tariffs are a brutal reality check. Toast uses proprietary hardware terminals as low-margin trojan horses for software acquisition. A 125% tariff on Chinese electronics means physics and economics collide—they either eat the hardware cost and bleed gross margin, or pass it to the customer and slow down deployment velocity. You cannot magically teleport cheap silicon across a global trade war. This structural cost pressure will drag on hardware margins heavily through 2027.	Not available%	-15.0%
Fintech Bloodbath	The merchant payment space is a knife fight in a phone booth. Square, Clover, and Shift4 are desperate to maintain relevance and scale. If these competitors initiate a race-to-the-bottom on transaction fees to steal or defend market share, Toast's take-rate expansion hits a brick wall. It is a constant, grinding battle against commoditization, requiring continuous R&D burn just to prevent payment margins from compressing.	Not available%	-10.0%
Physical Hardware Tethering	Despite its software brilliance, Toast remains tethered to physical atoms—proprietary plastic and silicon terminals. While players like Apple aim to turn every consumer smartphone into a payment receiver via Tap-to-Pay, Toast must manage physical supply chains, inventory, and installation. This hardware dependency introduces physical friction and slows down iteration cycles compared to pure-play, hardware-agnostic software solutions.	Not available%	-10.0%

Tail opportunities

Tail opportunities supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
BIG TECH Acquisition BID	Mega-cap tech players realize that the only way to truly own local commerce data is to own the restaurant operating system. A bidding war erupts, instantly repricing Toast at a massive premium as it becomes the missing link for Apple or Alphabet's physical-world retail strategy.	15.0%	+40.0%
Autonomous Agentic Takeover	Toast deploys full-stack voice AI and autonomous agents that entirely replace human order-takers in QSRs and drive-thrus. This shifts Toast from being a passive workflow tool into an active, automated workforce. The realization of this capability allows them to justify a massively higher software subscription fee, fundamentally altering the unit economics of the industry.	35.0%	+30.0%

Tail risks

Tail risks supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
OS Level Disintermediation	Apple or Google opens up NFC hardware entirely and embeds a native, free point-of-sale system directly into iOS and Android. Restaurants flock to the zero-cost hardware solution, decapitating Toast's acquisition funnel and stripping away their payment processing dominance.	20.0%	-35.0%
MASS SMB Insolvency WAVE	The toxic cocktail of skyrocketing food costs, energy shocks, and wage inflation triggers a mass extinction event for independent restaurants. Toast's core customer base evaporates faster than it can acquire new enterprise locations, destroying ARR growth and triggering a catastrophic downward revision in valuation multiples.	25.0%	-30.0%

Step-by-step forecast path

Elon Musk forecast path for prediction task predrqst_batch_task__xrefsubjtskconf_aa863714-fbe7-5fac-be51-8e446577fd79__sb5__20260605075858
Step	Forecast date	Step change	Projected value (USD)	Scenario rationale
1	September 4, 2026	+5.0%	26.48	Market absorbs solid Q2 earnings despite consumer stress. The AI narrative and strong software margin mix support the stock, offsetting fears of a GPV slowdown.
2	December 4, 2026	+8.0%	28.60	Q3 results highlight resilience in gross payment volumes and continued enterprise location additions. Buyback execution provides a strong bid under the stock.
3	March 4, 2027	-4.0%	27.46	Early impacts of hardware tariff costs begin showing up in gross margins, causing temporary multiple compression as analysts fret over acquisition costs.
4	June 4, 2027	+6.0%	29.10	Toast exercises pricing power to absorb tariff costs. Software ARR growth accelerates, proving the model is decoupled from hardware frictions.
5	September 4, 2027	+5.0%	30.56	Steady execution. International expansion in the UK and Australia shows meaningful traction, validating the global TAM.
6	December 4, 2027	+7.0%	32.70	Q3 earnings print confirms expanding operating leverage. AI module adoption hits critical mass, significantly boosting ARPU.
7	March 4, 2028	+4.0%	34.00	Moderate gains as the macro environment stabilizes. The market begins to re-rate the stock as a pure SaaS play rather than a payment processor.
8	June 4, 2028	+8.0%	36.73	Major enterprise chain contract wins are announced. The validation of the platform at massive scale drives a structural re-rating.
9	September 4, 2028	+6.0%	38.93	Continued compounding of free cash flow. Management announces an expansion of the share repurchase program.
10	December 4, 2028	+5.0%	40.88	Year-end optimization. Strong holiday dining metrics boost payment volumes, acting as a cyclical cherry on top of structural software growth.
11	March 4, 2029	-3.0%	39.65	A mild cyclical slowdown or intensified fintech competitive pricing pressure momentarily spooks the market, inducing a healthy pullback.
12	June 4, 2029	+9.0%	43.22	Launch of next-generation autonomous AI modules for kitchen management and drive-thrus. The market wakes up to the massive labor-substitution TAM.
13	September 4, 2029	+6.0%	45.81	International revenues begin to contribute materially to the bottom line. The network effect inside the food supply chain becomes undeniable.
14	December 4, 2029	+7.0%	49.02	Unprecedented operating margins reported as the platform scales globally with minimal incremental cost. Dominance is priced in.
15	March 4, 2030	+5.0%	51.47	Steady state compounding. The business is now a cash cow, and institutional ownership hits maximum density.
16	June 4, 2030	+4.0%	53.53	Slower percentage growth as the law of large numbers takes effect, but absolute dollar value creation remains staggering.
17	September 4, 2030	+5.0%	56.20	Market share crosses 30% in the US. Toast is effectively the standard operating system for the hospitality sector.
18	December 4, 2030	+6.0%	59.58	Strong global Q3 earnings. The software mix dominates revenue, rendering the business completely immune to physical trade wars.
19	March 4, 2031	+3.0%	61.36	Maturation phase stabilization. The company begins issuing a dividend alongside aggressive buybacks.
20	June 4, 2031	+5.0%	64.43	Final forecast period reflects Toast as a blue-chip technology incumbent, holding an impenetrable moat and generating massive, predictable free cash flow.

Advisor and configuration

Advisor: elon_musk__the_visionary__google_gemini_3_1_pro__20260201_preview_release
Persona: Elon Musk
Archetype: The Visionary
Model: (February 01, 2026) Preview Release
Provider: Google
Mode: RESEARCHER (Web Search Enabled) with High Reasoning and Standard Creativity
Task configuration: elon_musk__the_visionary__google_gemini_3_1_pro__20260201_preview_release__equity__json__extnd_invest_thesis_4q_alphassym__ts_num_desc__h5y_s3m__var1__researcher__standard_creativity_high_thinking__batch
Forecast horizon: 5 year
Forecast steps: 20 steps of 3 month
Assembly type: Balanced Assembly
Assembly name: elon_musk__the_visionary__google_gemini_3_1_pro__20260201_preview_release RESEARCHER Forecast Assembly
Input format: inmemory_base_placeholders__latest_eod_close_price_with_stats_and_fundamentals__var1
Output format: Equity Extended Investment Thesis (4 Quadrants and Alpha Asymmetry) + Pct Change Timeseries for Close Price with Rationale, (5Y Quarterly)

Read the complete Elon Musk advisor methodology

Configuration components

aiassmprmtcmpnt_3c0c459a-0d4a-50ca-87df-c172ec5618aa (subject_context)
aiassmprmtcmpnt_efec62e4-24c0-556a-8070-775c69b97643 (global_context)
aiassmprmtcmpnt_3c0c459a-0d4a-50ca-87df-c172ec5618aa (subject_context)
aiassmprmtcmpnt_8115cc2a-d418-54b1-a616-49dfa91195f4 (task_guidelines)

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