HockeyStack Alternatives: 7 B2B Attribution Tools That Still Show the Model

What happened to HockeyStack?

HockeyStack left attribution behind. In April 2026, on the back of a $50M raise, it relaunched as enterprise Revenue Agents, a GTM platform rather than a multi-touch attribution product. If you bought HockeyStack to answer "what's actually driving pipeline," that is no longer what it sells. This page is for teams who need a dedicated, inspectable attribution layer at a price that isn't enterprise-custom.

Quick Answer

Bought HockeyStack for attribution? It's now enterprise Revenue Agents, not an MTA tool.
→ mbuzz at $29-299/mo, 8 models side-by-side plus a custom rule editor
→ Dreamdata from $999/mo with a free tier to start

Need model flexibility? You want to see and edit the model, not trust a hidden one.
→ mbuzz compares 8 models and lets you write your own rules

Enterprise Salesforce shop?
→ Bizible (Adobe Marketo Measure)

The completed exit

HockeyStack exited the attribution category on April 15, 2026. After a $50M raise (Bessemer, Y Combinator, Uncorrelated) it relaunched as "Revenue Agents for the Enterprise," powered by a proprietary Blueprint ML model, and dropped "attribution" from its vocabulary. This is a completed migration, not a rumor or a soft pivot. HockeyStack is a credible, well-funded GTM platform now with 300+ customers. It is just no longer an attribution product.

For teams who bought HockeyStack to measure what drives pipeline, that leaves you on an enterprise GTM contract for agent features you may not need, without a vendor whose core job is attribution. The 300+ attribution articles HockeyStack published between 2022 and 2025 are no longer maintained. If attribution is the thing you actually need, you are better served by a tool that still treats it as the product.

Whatever you move to, hold it to a standard HockeyStack never met: you should be able to see and check the model. Most attribution tools report "LinkedIn drove this deal" from one hidden model you can't inspect or swap. The Dropbox IEEE Access paper (Chivukula et al., 2026) showed click-based attribution overstates causal impact by 2-10x versus geo-incrementality experiments, so a single-model claim is statistically suspect by default. Running several models on the same data won't give you incrementality, but it shows you the spread, which is the floor of honest measurement.

HockeyStack is a strong enterprise GTM platform if Revenue Agents are what you need. This guide is for teams who need attribution as the product.

Why HockeyStack no longer fits an attribution buy

If any of these apply, here are your best attribution options.

Hockeystack

What are the best HockeyStack alternatives?

HockeyStack itself is no longer on this list. It left attribution in April 2026. The comparisons below weigh each tool against HockeyStack's former attribution product, the ~$2,200/mo tool these teams are replacing, so the figures for HockeyStack reflect that prior era rather than today's enterprise Revenue Agents pricing.

Alternatives for: All tools mbuzz Triple Whale Northbeam HockeyStack Dreamdata Rockerbox Ruler Analytics Hyros Cometly SegmentStream

Price:

Free <$200 <$500 <$2000

Market: E-commerce / DTC B2B SaaS Enterprise Multi-Channel Lead Generation Unified Measurement

Features: Free tier Custom models Server-side LTV tracking MMM Call tracking

Setup time: < 1 hour < 1 day < 2 weeks < 2 months

Clear filters 13 tools

Tool	Best For	Starting Price	Key Features
mbuzz Server-side attribution with model flexibility		Free	Custom models Server-side LTV	Try Free →
Triple Whale Shopify-native attribution	Shopify stores, Easy setup	$129/mo	3 models	Alternatives →
Northbeam ML-powered DTC attribution	Enterprise DTC ($40M+), Dedicated media buyers	$400/mo	View-through 1 model	Alternatives →
HockeyStack All-in-one B2B attribution	B2B SaaS, Series A-C	$2200/mo	View-through 3 models	Alternatives →
Dreamdata B2B revenue attribution	B2B mid-market, Journey visualization	$999/mo (free tier)	View-through Journey viz 3 models	Alternatives →
Rockerbox Multi-channel attribution with MMM	Multi-channel brands, Podcast/TV advertisers	$200/mo (free tier)	View-through MMM 3 models	Alternatives →
Ruler Analytics Call tracking + attribution	Lead gen businesses, Call-heavy industries	£349/mo	Calls 3 models	Alternatives →
Hyros High-ticket attribution	High-ticket sales, Info products	$500/mo	LTV 3 models	Alternatives →
Bizible (Adobe) Enterprise Salesforce attribution	Enterprise B2B, Salesforce-heavy orgs	Custom	View-through 5 models
Lifesight Unified measurement platform	Enterprise brands, Full measurement stack	Custom	LTV View-through MMM
Cometly AI-powered ad attribution	E-commerce/DTC paid ads, Meta & Google optimization	$199/mo	4 models	Alternatives →
SegmentStream Warehouse-native marketing measurement engine	Data-mature teams already in BigQuery, Advertisers spending $50k+/mo	$800/mo	Server-side LTV View-through	Alternatives →
Google Analytics 4 Free web analytics	Getting started, Budget zero	Free	2 models

No tools match your filters

Try adjusting your criteria or clear all filters

2. Mbuzz — Best for Model Flexibility

Why consider mbuzz: HockeyStack no longer sells attribution. mbuzz makes attribution the product: compare 8 models side-by-side and build custom logic for B2B. Disclosure: mbuzz is our product.

Server-side tracking captures events on your backend — no ad blockers, no missing touches across long B2B buyer journeys. Eight attribution models for long sales cycles: First Touch, Last Touch, Linear, Time Decay, Position-Based, Markov Chain, Shapley Value, and Data-Driven — all running on the same data simultaneously. Custom attribution rules via DSL let you weight touchpoints by stage, channel, or engagement depth. LTV attribution tracks renewals and expansion back to acquisition source.

10-minute setup with native SDKs for Rails, Django, Laravel, and Node.js. Pricing: Free tier, then $29-299/mo (vs HockeyStack's $2,200+).

mbuzz vs HockeyStack

Pros & Cons

Who mbuzz is NOT For

Let's be honest—mbuzz isn't right for everyone:

• Teams wanting one bundled GTM suite — a platform like HockeyStack folds analytics, ABM, and agents into a single enterprise product
• Teams without developer resources — SDK integration requires technical implementation
• Teams wanting AI to interpret data — mbuzz shows you the models; you interpret them
• Early-stage startups — GA4 or Dreamdata's free tier may be simpler to start

Best For

• B2B teams wanting to compare multiple attribution models
• Enterprise companies needing strong governance
• Those who want custom B2B attribution logic
• Companies wanting transparent, inspectable models

1. Dreamdata — Best for Budget-Conscious B2B

Why consider Dreamdata: Similar B2B focus, transparent pricing, free tier available.

Dreamdata vs HockeyStack

Why Dreamdata Over HockeyStack

Dreamdata offers the core B2B attribution capabilities at roughly half the price, with a free tier to start. The tradeoff: slower setup and no bundled analytics.

Best For

• B2B teams with budget constraints
• Those wanting to try before buying (free tier)
• Teams focused on journey visualization
• Companies that don't need bundled

Also consider: Dreamdata alternatives for other mid-market options. See also: Dreamdata pricing and Dreamdata review.

3. Bizible — Best for Enterprise Salesforce

Why consider Bizible: The enterprise standard for Salesforce-native B2B attribution.

Bizible vs HockeyStack

Why Bizible Over HockeyStack

For enterprise B2B organizations deeply invested in Salesforce and Marketo, Bizible provides native integration that HockeyStack can't match. The tradeoff: complex implementation and enterprise pricing.

Best For

• Large enterprises ($100M+ revenue)
• Deep Salesforce/Marketo investment
• Complex ABM requirements
• Teams with RevOps resources

4. Factors Ai — Best Affordable AI-Assisted

Why consider Factors.ai: AI-assisted attribution at roughly 1/5 of HockeyStack's price.

Factors.ai vs HockeyStack

Why Factors.ai Over HockeyStack

For smaller B2B teams, Factors.ai delivers AI-assisted attribution insights at a fraction of HockeyStack's cost. Expert consulting hours are included in packages.

Best For

• Growth-stage B2B ($1-10M ARR)
• Small teams without analysts
• Those wanting AI assistance on budget
• Companies needing expert support

5. Terminus — Best for ABM-Focused

Why consider Terminus: Purpose-built for account-based marketing measurement.

Terminus vs HockeyStack

Why Terminus Over HockeyStack

If your go-to-market is deeply ABM-focused, Terminus provides purpose-built measurement that treats accounts as first-class citizens throughout.

Best For

• ABM-primary organizations
• Account-based advertising users
• Enterprise B2B with target account lists
• Sales-marketing alignment focus

6. Calibermind — Best for Enterprise B2B

Why consider CaliberMind: Full-featured enterprise B2B attribution with strong data foundation.

CaliberMind vs HockeyStack

Why CaliberMind Over HockeyStack

Enterprise B2B with complex data structures and governance requirements may find HockeyStack limiting. CaliberMind is built for enterprise scale.

Best For

• Enterprise B2B ($50M+ ARR)
• Complex data structures
• Governance/compliance requirements
• Multi-faceted GTM motions

7. Ga4 — Best Free Option

Why consider GA4: Free, and you're probably already using it.

GA4 vs HockeyStack

Why GA4 Over HockeyStack

If you're bootstrapped or early-stage, GA4's free attribution is better than nothing. The tradeoff: you'll manually stitch account-level data and lack B2B-specific features.

Best For

• Pre-revenue or early-stage startups
• Teams with strong technical resources
• Those validating need before buying
• Supplementary measurement alongside other tools

How should you choose a HockeyStack alternative?

By Budget

By Primary Need

By Company Stage

Do you need a bundled B2B platform?

HockeyStack's former attribution tool bundled attribution, web analytics, and surveys; today its GTM platform bundles analytics, ABM, and Revenue Agents, with attribution no longer part of it. Either way, the question is the same: do you want one bundle, or the best tool for each job?

If you already have web analytics (GA4, Heap, Amplitude), HockeyStack's bundled analytics is redundant cost.

Which HockeyStack alternative is best for you?

The bottom line: HockeyStack is no longer an attribution tool. It's an enterprise Revenue Agents platform. If attribution is what you need, mbuzz gives you 8 models and custom rules from a free tier, Dreamdata covers B2B journeys with a free tier, and Bizible is the Salesforce-native enterprise pick.

Related Reading

• HockeyStack Pricing Breakdown — Full cost analysis of GTM Intelligence and Execution tiers
• Dreamdata Alternatives — More mid-market B2B options
• Triple Whale Alternatives — E-commerce focused
• Multi-Touch Attribution Tools Compared — Full market overview

Holly Mehakovic

Co-Founder, mbuzz

Holly Mehakovic is Co-Founder of mbuzz. With 10+ years in marketing including roles at Westpac, Avon, and Forebrite, she's obsessed with making measurement actually useful.

Harvard Extension School Forebrite Westpac Avon