Products / Gemini Spark
Major commercial products · United States

Gemini Spark

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As of 9 Oct 2026, PAEval has compiled 20 capability records for Gemini Spark from 14 source URLs; 18 come from the vendor's own documentation and none has yet been independently observed. In micro1 PersonalAgentBench it completed 6 of 10 workflows without a critical violation (60% trusted completion; 95% interval 31–83%), and 7 of 10 counting any completion. Scores from different evaluators use different scales and are not combined. PAEval does not publish its own score or rank for it.

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Spark personal execution mode within Gemini Apps; Beta/experimental nature. Cloud tasks, local Chrome, Mac file access and packages should be fixed separately. Gemini 3.5 and Antigravity harness were released in May; 3.7 Flash was clearly upgraded on August 13th. Flash has entered the Gemini app in September 3.8, but this time there is no equivalent clear update to Spark’s current orchestration model.

Independent scores · native scales
% of 10 workflows with trusted completion · source rank #1 · coverage 10/10 · 95% CI 31–83%
Capability records by evidence tier
  • Independent0
  • Vendor18
  • Third-party report0
  • Not established2

20 records · 14 source URLs · 2 external result(s)

Capability summary

Strongest status per domain; every underlying record is listed below. Availability does not establish task success.

Positioning & scope

Measurement object
DocumentedVendor

Spark personal execution mode within Gemini Apps; Beta/experimental nature. Cloud tasks, local Chrome, Mac file access and packages should be fixed separately.

Raw labels: available · official_documentation · as of 2026-10-09
Models and versions
Limited or conditionalVendor

Gemini 3.5 and Antigravity harness were released in May; 3.7 Flash was clearly upgraded on August 13th. Flash has entered the Gemini app in September 3.8, but this time there is no equivalent clear update to Spark’s current orchestration model.

Limitations: The latest Gemini model list or API price cannot be regarded as Spark product performance/cost.

Raw labels: limited · official_documentation · as of 2026-10-09

Regions, eligibility & access

Personal/Region/Language
Limited or conditionalVendor

Personal Google account, 18+, Pro or Ultra, Keep Activity enabled; regions exclude EEA, UK, Switzerland, and Nigeria. All language extensions announced on July 14 are clearly for Ultra; the Pro announcement on July 16 is still limited to US English, and the current Pro language breakdown is not clearly stated.

Raw labels: limited · official_documentation · as of 2026-10-09

Pricing & quotas

Us price
Limited or conditionalVendor

Pro is USD19.99/month or 199.99/year; the calculator on the US page shows that Ultra is USD99.99/month. The plan table distinguishes Ultra5x and 20x. The current value of the latter has not been successfully extracted.

Limitations: Not a globally unified price; Ultra20x price has not been verified; Google Flow points are not regarded as Spark points.

Raw labels: limited · official_documentation · as of 2026-10-09
Measurement
Limited or conditionalVendor

Spark is limited by the amount of shared computing resources; complexity and request volume affect consumption. The higher the package, the greater the limit. You will be prompted when the limit is approaching. Fixed price per task not verified.

Raw labels: limited · official_documentation · as of 2026-10-09

Autonomy & background work

Background/timing/event
Limited or conditionalVendor

Supports single and periodic, Gmail conditions, and topic event monitoring; up to 50 active schedules and 15 parallel tasks. Full quota/full concurrency will be skipped; triggering is approximate and not suitable for second-level tasks such as ticket grabbing.

Raw labels: limited · official_documentation · as of 2026-10-09

Execution environments

Cloud/local
Limited or conditionalVendor

Cloud tasks and remote browsers can be continued offline; local Chrome tasks require the device and Chrome to be awake and can be transferred to remote due to local unavailability, but login will be suspended pending takeover.

Raw labels: limited · official_documentation · as of 2026-10-09
Mac and mobile
Limited or conditionalVendor

Mac only accesses authorized connection folders and can modify/organize files. Assigning Mac tasks from other devices requires the Mac app to be running, the same account, and the same Wi-Fi or Bluetooth paired.

Limitations: This is not intended to promote unconditional remote access from any location. The mobile entrance does not mean full operation of the mobile OS.

Raw labels: limited · official_documentation · as of 2026-10-09
Windows local control
UnknownNot established

The Windows portal has been released; the complete native Windows application/file control scope has not been confirmed by the current special document.

Raw labels: unknown · unknown_after_public_source_review · as of 2026-10-09

Calls, messages & identity

External identity
Limited or conditionalVendor

Mail and calendar can be processed through the user's Gmail/Workspace; Mac documents can find and send local files via email. It has not been confirmed that Spark has an independent third-party communications identity.

Raw labels: limited · official_documentation · as of 2026-10-09

Connectors & tools

Write and MCP
Limited or conditionalVendor

Workspace covers documents/sheets/slides/calendars; the July update supports shared file editing. Customized MCP can operate third-party services, but the current page is limited to US 18+, English, personal account, and web/mobile use after web settings.

Limitations: Spark global language/region scope cannot be applied to custom MCP. Write capabilities depend on the specific tool and authorization.

Raw labels: limited · official_documentation · as of 2026-10-09

Memory & personalization

Memory and control
Limited or conditionalVendor

Historical chat, personal instructions and Personal Intelligence available. The explicit fact-recording function page is still limited to the United States and is rolled out on a rolling basis; corrections can be made through dialogue; just saying "forgot" does not guarantee that it will take effect, and the relevant chat needs to be deleted.

Raw labels: limited · official_documentation · as of 2026-10-09

Channels & interfaces

Entrance
DocumentedVendor

web, Gemini mobile app, and Mac Spark panel; on September 10, a new Spark delegation portal in the Windows 10/11 desktop app was added.

Raw labels: available · official_documentation · as of 2026-10-09
SMS/email portal
UnknownNot established

The May announcement listed direct SMS/email contact with Spark as a roadmap; the current official launch range or independent email/phone number was not verified.

Raw labels: unknown · unknown_after_public_source_review · as of 2026-10-09

Research & deliverables

Research/docs/multimodal/code
DocumentedVendor

Can be researched and cited, Workspace document writing, image generation and editing, and remote code execution; parallel source retrieval, shared document editing, and illustrations will be added in July.

Raw labels: available · official_documentation · as of 2026-10-09

Transactions & bookings

Transactions and Appointments
Limited or conditionalVendor

Officials have announced that OpenTable, Instacart, and Zillow Rentals connectors can make reservations, grocery orders, and house viewing appointments; the specific area and final payment are subject to service and confirmation.

Limitations: Vendor demo/feature description, no guarantee of completed transaction for every website.

Raw labels: limited · official_documentation · as of 2026-10-09

Collaboration & parallelism

Multiplayer/Concurrent
Limited or conditionalVendor

15 Task concurrency has been documented; editable shared Workspace files do not mean that multiple people jointly control a personal agent; the permissions/ownership of the latter have not been verified.

Raw labels: limited · official_documentation · as of 2026-10-09

Reliability & recovery

Observable and recoverable
Limited or conditionalVendor

The task work panel displays steps, plans/progress, and read and write files; it can be stopped or taken over. Temporary Mac backups are only kept until new tasks or 24 hours, and cannot be considered a full version rollback.

Raw labels: limited · official_documentation · as of 2026-10-09

Permissions, security & data

Authorization security
Limited or conditionalVendor

Browser tasks are confirmed in advance; communications, purchases, form submissions, etc. are designed to require confirmation, and passwords/payment information need to be taken over by the user. Officials clearly warn about the risks of prompt injection, misuse and data leakage.

Raw labels: limited · official_documentation · as of 2026-10-09
Privacy and data control
Limited or conditionalVendor

Spark must turn on Keep Activity; the privacy page states that after it is turned on, the activity can be used for model improvement and human review. The default is 18 months and is adjustable; human review copies can be retained for 3 years. You can clear remote browser/code data separately; turn off Spark to clear these data and pause the task without deleting the history.

Limitations: Workspace connection data has separate processing rules, and all private source data cannot be said to be used for training.

Raw labels: limited · official_documentation · as of 2026-10-09

External measurements & hands-on results

Different methods, samples and dates. Not combined into one success rate.

External record ↗

Evidence type
10 task cases by a single author; non-independent reproducible benchmark
Limitations
Private calendar/email/Drive input is not fully disclosed; Ratings are subjective and there is no comparison across products for the same tasks.; PA total index cannot be filled in

External record ↗

Evidence type
Reporter’s personal experience
Limitations
A single-player narrative with no success rate denominator, repetition count, or public trajectory.

Analyst notes

Key differences

  • The integration of Google personal ecosystem and time/event triggering is relatively complete, but local/cloud execution and MCP regional restrictions need to be separated.
  • The Windows portal has been released; there are special documents for Mac local file operations and temporary recovery.

Known unknowns

  • Current per-account Spark orchestration model exact version
  • Ultra20x Current US Pricing
  • Contact Spark directly via text/email for official status
  • Windows full local execution scope
  • Multi-person shared agency authority model
  • Disclosure of comparable end-to-end product results

Source conflicts and how they were resolved

  • topic: Windows portal; sources: g_main; g_windows; resolution: The general help still lists only web/mobile/Mac, but the September Windows announcement clearly has a Spark entry; the newer announcement is adopted and local control remains unknown.
  • topic: Offline schedule; sources: g_main; g_schedule; resolution: The Spark section of the main help page contains the word device off and does not run; the schedule page specifies that cloud tasks are shut down and run. Distinguishing between cloud execution and local dependencies, all local tasks cannot be promised to run offline.

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