Amplitude
Amplitude is a product analytics platform with an MCP server, Global Agent, and Agent Analytics that let AI query your product data where
Amplitude's edge in 2026 is the MCP server plus Agent Analytics — query product data inside Claude, Cursor, or Copilot, and measure whether your own AI agent features retained users. PostHog and Mixpanel get you dashboards cheaper, and Mixpanel is the easier swap for pure product analytics. Amplitude asks for instrumentation discipline in return. With a data team, the MCP and governance stack earns its keep; without one, the AI is only as good as the events you send.
Verified 19h ago · liveness 78/100 · cite: rightaichoice.com/tools/amplitude
- Product teams with an existing event taxonomy who need behavioral analytics plus AI triage through Claude or Cursor
- Growth teams running A/B tests and feature flags across web and in-product surfaces with experiment scheduling
- Teams shipping AI agents that need Agent Analytics to measure agent impact on retention and revenue
- Data teams wanting tracking plans, schema validation, SSO, RBAC, and an MCP server for editor-based queries
- Pre-seed teams with no instrumentation budget — setup will exceed the value you extract for months
- Teams that want a dashboard-only analytics tool without an event-tracking discipline
- Use cases outside web and mobile, such as offline or embedded-device analytics
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Skip Amplitude if you need sub-second streaming analytics or you can't commit to defining and validating a tracking plan — the AI agents answer from your event data, so ungoverned events make the answers unreliable.
Agent Analytics monthly agent sessions are capped at 5,000 on Free and Plus and 10,000 on Growth — going beyond that requires a paid add-on.
Free is one of the more generous entry points in the category — 2M events/month forever with unlimited seats and AI Agents and MCP included. Plus starts at $0 with the first 2M events/month free scaling to 70M, which covers small teams finding product-market fit. Growth and Enterprise are event-based and quoted by sales, so the pricing fits funded teams through enterprises rather than pre-seed. Mixpanel and PostHog offer lower-priced entry points for pure product analytics; Amplitude's cost is
In short
Amplitude — Amplitude is a product analytics platform with an MCP server, Global Agent, and Agent Analytics that let AI query your product data where. Best for Product teams with an existing event taxonomy who need behavioral analytics plus AI triage through Claude or Cursor, Growth teams running A/B tests and feature flags across web and in-product surfaces with experiment scheduling, Teams shipping AI agents that need Agent Analytics to measure agent impact on retention and revenue. Free to use.
What's new in Amplitude
Checked todayAcross the latest 10 updates: 10 changelog entries.
Schedule experiment stop
Amplitude Experiment adds scheduling for experiment stops, letting teams pre-set end times rather than ending runs manually.
Web Experiment: cookie consent management
Web Experiment gains cookie consent management, so tests only run for users who have granted consent.
Amplitude Global Agent in Discord
Amplitude's Global Agent is now available in Discord, bringing product data queries into the chat client.
Multiple triggers for Guides and Surveys
Guides and Surveys now support multiple triggers per guide, allowing one guide to fire from several conditions.
Consolidated MCP Tools
Amplitude consolidated its MCP tools into fewer endpoints on the Platform, changing how agents connect to Amplitude data.
Right Event, First Try
Analytics release aimed at helping teams define and send the correct event on the first attempt, reducing tracking rework.
Data Assistant Agent
Data Assistant Agent ships under Amplitude's Data area, adding an agent for data-related workflows.
Image Upload in Web Experiment
Web Experiment now supports image upload, letting teams test visual variants without external asset hosting.
Embedded Guides & Surveys on Mobile
Guides and Surveys can now be embedded directly in mobile apps rather than shown only as overlays.
Last Non-Direct Attribution in Data Tables
Data Tables adds Last Non-Direct attribution, giving a new model for assigning credit to non-direct touchpoints.
What people actually say about Amplitude — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
116 mentions across 7 sources (Hacker News, YouTube, Product Hunt, Bluesky, Stack Overflow, GitHub, Lemmy) · researched Jul 26, 2026.
Average across the 7 sources that answered — each source counts once, not each post.
- +AI Agents for 24/7 issue detection and optimization
- +MCP integration with Cursor, Claude, and other AI coding tools
- +AI Feedback extracts qualitative sentiment and actions
- +Session replay tied to event-based analysis
- +Behavioral cohorts and funnels for deep product analytics
- −Pricing jumps from $15 free to thousands—hard for small teams
- −Tracks clicks well but lacks depth for conversational AI analytics
- −Community feedback is extremely sparse and unreliable
- −Name confusion with AmplitudeJS and audio amplitude
- −No direct user complaints about reliability or support surfaced
- • Overage fees for events beyond plan limit
- • Enterprise contact required for real pricing
- • Potential lock-in with proprietary schema
Viability Score
How well maintained and how widely used is Amplitude? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →Key Features
- Global Agent: plain-language AI queries across all Amplitude data, resolving 76% of customer issues on average
- Agent Analytics: 5,000 monthly agent sessions on Free, trace analysis, semantic filtering, topic clustering
- Amplitude MCP server for querying insights from Claude, Claude Code, Cursor, GitHub Copilot, Windsurf, Replit, Codex,
- Consolidated MCP tools on the Platform, shipped 2026-08-17
- Data Assistant Agent for data-related workflows, shipped 2026-08-13
- Session Replay with event and network context, AI-based summaries, targeted capture, and data masking
- AI Feedback: turns user comments from any channel into cohorts (2,000 records on Free)
- Feature Experimentation: feature flags, A/B/n testing, holdout groups, cohort and behavior targeting
- Web Experimentation: visual A/B tests, custom code editor, version history, image upload, cookie consent management
- Feature Management: unlimited feature flags with flag-level access controls
- Heatmaps and Zoning Insights for click, scroll, and page-region engagement
- Action Guides and Surveys: multiple triggers per guide, embeddable directly in mobile apps
- Marketing Analytics with campaign reporting, two channel views on Free and Plus, and cohort syncs to ad platforms
- Data Governance: tracking plans, schema validation on ingest, and Autocapture
- Experiment scheduling for pre-set stop times, shipped 2026-09-01
About Amplitude
Amplitude is a product analytics platform that ships behavioral analytics, session replay, experimentation, feature flags, heatmaps, and in-app guides and surveys in one interface, with AI layered across each. The AI surface is the differentiator: Global Agent answers plain-language questions across everything Amplitude knows, Agent Analytics measures how your own AI agent experiences affect retention and revenue, AI Feedback converts user comments into cohorts, and an MCP server pulls Amplitude insights into Claude, Claude Code, Cursor, GitHub Copilot, Windsurf, Replit, Codex, Gemini, Figma, Lovable, and Make. Amplitude says Global Agent resolves 76% of customer issues on average across 4,900+ customers. Instrumentation runs through SDKs for TypeScript, Python, Go, Swift, Kotlin, and more, with a `npx @amplitude/wizard` CLI that detects your framework and fires a test event. Recent releases added a Data Assistant Agent, consolidated MCP tools on the Platform, Last Non-Direct attribution in Data Tables, cookie consent management and image upload in Web Experiment, embedded Guides and Surveys on mobile, and scheduling for experiment stops. It fits product, growth, data, and marketing teams from startups through enterprises, with unlimited seats on every plan. If you want analytics without committing to an event-tracking discipline, this is the wrong tool — the AI layer only works on clean, well-instrumented data.
Behind the Verdict
We'd reach for Amplitude when the bottleneck isn't collecting data but acting on it. The Global Agent resolves 76% of customer issues on average across 4,900+ customers, and the MCP server means your analysts can pull insights without leaving Claude or Cursor. That's a real workflow change, not a chatbot bolted onto dashboards. The MCP angle matters most for teams already living in an AI editor. Amplitude reports 1.21M MCP tool call runs per week and 29.2k weekly active AI users, which tells you this isn't vaporware — people are actually routing product questions through their editors. If your team writes code in Cursor or Copilot and asks product questions in the same window, the friction drops to near zero. Agent Analytics is the piece nobody else is really shipping at this scale. If you're building AI agent features, you can now see whether those agent sessions drive retention and revenue, not just whether they ran. That's a category of measurement PostHog and Mixpanel don't cover today. Where it bites: Amplitude assumes you have an event taxonomy. The Free plan's 2M events/month covers a lot of early-stage ground, but the Plus plan starts at $0 with a credit card required and caps behavioral cohorts at 20 per organization. Growth pricing is custom and event-based, so costs scale with traffic — model that before you commit. Pick Amplitude over Mixpanel if you want replay, flags, guides, and AI agents in one place and have the data team to keep tracking clean. Pick Mixpanel if you want pure product analytics with a simpler swap. Pick PostHog if the lower entry price and bundled replay and flags matter more than governance depth. If you're pre-seed and haven't instrumented anything yet, the setup cost will exceed the value you extract for months. And if your
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Real-world workflow fit
Concrete scenarios for the personas Amplitude actually fits — and what changes day-one when you adopt it.
Install the Browser SDK with `npx @amplitude/wizard`, define a tracking plan for signup and activation events, then ask Global Agent why new users drop before setup.
Outcome: A funnel with the drop-off point named, a cohort of stuck users, and a follow-up query to see the sessions where they stalled.
Set up Web Experiment with cookie consent management enabled, upload image variants directly instead of hosting assets, and pre-schedule when the experiment stops.
Outcome: A visual A/B test that only runs for consenting users, ends without manual intervention, and reports lift against a control.
Connect Claude or Cursor to the Amplitude MCP server, then use Agent Analytics to trace agent sessions and filter them semantically.
Outcome: Agent sessions scored against retention and revenue, and a read on which agent experiences actually moved the metric.
Use Cases
- Trace where users drop off by building funnels and behavioral cohorts across the full journey
- Run A/B tests on features and web pages, with holdout groups and cohort targeting to measure causal lift
- Measure whether your own AI agent experiences drive retention and revenue with Agent Analytics
- Ask product questions in plain language with Global Agent instead of writing SQL
- Pull Amplitude insights into Claude, Cursor, or any MCP client while writing code
- Turn user comments from support, reviews, or surveys into cohorts you can act on with AI Feedback
- Define a single tracking plan and validate events on ingest before they pollute downstream reporting
- Target in-app guides and surveys at specific cohorts, now with multiple triggers per guide
Models Under the Hood
as of 2026-10-16
Limitations
- AI features depend on clean, well-instrumented event data — the docs push a tracking plan and on-ingest validation for exactly this reason, and poor data quality will degrade agent output.
- The core is batch-oriented rather than sub-second streaming.
- Session Replay retention is one month on Free, Plus, and Growth, with longer retention as a paid add-on.
- Several capabilities sit behind add-ons at the Growth tier on the published comparison: SSO is listed under Growth, but Experimentation add-ons (mutual exclusion groups, holdout groups, multi-armed bandits, flag dependencies, approved workflows, stratified sampling) are add-on-priced.
- Agent Analytics monthly agent sessions cap at 5,000 on Free and Plus, 10,000 on Growth, and 20,000 on Enterprise, with more available as an add-on.
as of 2026-09-29
Verification history
We have re-verified Amplitude 19 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 19 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Amplitude tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
Individuals and explorers who want the full platform, AI Agents, and MCP access without a credit card before committing budget.
What this tier adds
Starting tier: 2M events/month forever, unlimited seats, Product Analytics, Agent Analytics, 2,000 AI feedback records, and 10K monthly session replays.
Plus
Starts at $0
Ideal for
Small teams finding product-market fit that have outgrown 2M events but don't yet need SSO or project permissions.
What this tier adds
Adds scale up to 70M events, custom events and formulas, 20 behavioral cohorts, alerts, heatmaps, and 2-year data retention; credit card required.
Growth
Custom
Ideal for
Scaling businesses that need advanced behavioral exploration, currency conversion, and SSO with project permissions.
What this tier adds
Adds advanced Behavioral Exploration, currency conversion, monitoring and alerts, 20K monthly session replays, plus SSO and project permissions over Plus.
Enterprise
Custom
Ideal for
Larger enterprises with complex requirements needing data access controls, unlimited monitoring, and advanced user management.
What this tier adds
Adds unlimited projects per portfolio, data access controls, unlimited monitoring and alerts, 50K monthly session replays, and RBAC over Growth.
Where the pricing makes sense
The company stage and team size where Amplitude's pricing actually pencils out — and where peers do it cheaper.
Free is one of the more generous entry points in the category — 2M events/month forever with unlimited seats and AI Agents and MCP included. Plus starts at $0 with the first 2M events/month free scaling to 70M, which covers small teams finding product-market fit. Growth and Enterprise are event-based and quoted by sales, so the pricing fits funded teams through enterprises rather than pre-seed. Mixpanel and PostHog offer lower-priced entry points for pure product analytics; Amplitude's cost is
Setup time & first value
How long it actually takes to get something useful out of Amplitude — broken out by persona, not the marketing-page minute.
Developers: `npx @amplitude/wizard` detects your framework, installs the right SDK, adds your API key, and fires a test event — the docs target under five minutes for a first event. PMs and analysts: minutes to a first funnel or cohort, since no SQL is required. Data teams: days, not minutes, because defining a tracking plan and enabling on-ingest validation is the real work. MCP users: paste the
Switching to or from Amplitude
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Mixpanel: map your existing events to an Amplitude tracking plan, install the SDK alongside, and validate on ingest before cutting over.
- →From Google Analytics: instrument product events through the Amplitude SDK rather than pageviews, then rebuild funnels in Product Analytics.
- →From Heap: switch from autocapture-only to a defined tracking plan so Global Agent has a clean schema to query.
- →From PostHog: run both SDKs in parallel briefly, compare funnels, then move experiments and flags to Feature Experimentation.
- ↗To Mixpanel: export your event stream to your warehouse and re-import, rebuilding saved reports manually.
- ↗To PostHog: move feature flags and session replay across, then recreate cohorts from your warehouse export.
- ↗To a warehouse-native tool: use the warehouse export path described in the data-team docs to pipe Amplitude events out.
Integrations
Resources & Guides
Tutorials & Learning
YouTube returned 6 videos for “Amplitude”, and we withheld 6: 6 could not be judged, because “Amplitude” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Amplitude.
Official links
Tools that pair well with Amplitude
Common stack mates teams adopt alongside Amplitude, with the specific reason each pairing earns its keep.
Metabase
Open source AI analytics where every Metabot answer links back to the query that produced it.
Domo
Domo prepares governed data for AI agents, then layers BI dashboards, workflows, and embedded analytics on top of it.
Sigma Computing
Sigma is warehouse-native AI analytics: governed AI apps, agents, and reports running live on your cloud data.
Featured Head-to-Head Comparisons
Amplitude vs Spider Cloud
These are not competitors — don't frame this as a pick-one decision. Spider Cloud is infrastructure you buy to get live web pages into an agent or retrieval pipeline; Amplitude is the analytics layer you buy to see what users do inside your product and test changes. The only real overlap is that both now speak MCP, so an engineering team could wire both into the same Claude or Cursor workflow: Spider Cloud as the inbound web-data pipe, Amplitude as the outbound reporting surface. If you're choosing between them on budget, you're solving the wrong problem.
Amplitude vs Screenplayiq
These aren't competitors — the honest answer is that no buyer weighs one against the other. If you have a screenplay draft and want objective structural and market notes before a rewrite or a shopping round, ScreenplayIQ is the product: you pay per script by page length, pick Story Analysis, Story + Character, or Full Evaluation, and add proofreading if you want inline fixes. If you run a web or mobile product and need behavioral cohorts, funnels, A/B tests, feature flags, and an AI agent that answers questions in natural language — including inside Claude, Cursor, or Discord — Amplitude is the platform, with a Free tier that scales into event-based Growth and Enterprise pricing. Pick based on which problem you actually have; there is no trade-off between them.
Amplitude vs Push Security
These are not competitors, and you should not shortlist them against each other. Push Security answers a security question — how do you stop browser-based phishing (AiTM, ClickFix, device code, consent phishing) and govern shadow AI without an endpoint agent or browser migration — and it is priced per user, cited at $5/user/month. Amplitude answers a product question — what users do, why they churn, and whether your agent or feature change moved retention — priced by events with unlimited seats. Buy both if you have both problems; pick neither against the other.
Amplitude vs Mostly Ai
Choose Mostly AI if your priority is generating privacy-safe, high-fidelity synthetic data for ML training and you have the infrastructure to deploy on Kubernetes. Choose Amplitude if you need a comprehensive product analytics platform with AI-driven insights, session replays, and experimentation features for understanding and optimizing user behavior.
Alternatives to Amplitude
View allMetabase
Open source AI analytics where every Metabot answer links back to the query that produced it.
Domo
Domo prepares governed data for AI agents, then layers BI dashboards, workflows, and embedded analytics on top of it.
Sigma Computing
Sigma is warehouse-native AI analytics: governed AI apps, agents, and reports running live on your cloud data.
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