AmplitudevsGoogle Analytics
How 10 AI models weigh Amplitude against Google Analytics on the 1 buying question where both came up.
- Amplitude
- 100%of answers named it
- Google Analytics
- 72%of answers named it
- Placed higher
- 40–0times Amplitude vs Google Analytics, over 40 model rankings that listed either
- Models leaning
- 10–0toward Amplitude vs Google Analytics
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Amplitude | Google Analytics | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 100% | 4–0 | Amplitude |
| GPT-6 Luna | 100% | 67% | 4–0 | Amplitude |
| Gemini 4 Argon | 100% | 67% | 4–0 | Amplitude |
| Qwen 3.8 Flash | 100% | 75% | 4–0 | Amplitude |
| DeepSeek V4 Pro | 100% | 25% | 4–0 | Amplitude |
| GLM-5.3 | 100% | 75% | 4–0 | Amplitude |
| Kimi K3 | 100% | 75% | 4–0 | Amplitude |
| MiniMax M3 | 100% | 67% | 4–0 | Amplitude |
| Mistral Large 4 | 100% | 75% | 4–0 | Amplitude |
| Nemotron 3 Ultra | 100% | 92% | 4–0 | Amplitude |
What the models say about Amplitude
One reason per model, from the shared questions
- Claude Haiku 5.5
Deep behavioral analytics, strong cohorts and journeys, generous free tier for software teams.
- GPT-6 Luna
Strong behavioral analytics, funnels, retention, cohorts, and experimentation for product teams.
- Gemini 4 Argon
Deepest behavioral cohorting, funnel analysis, and enterprise governance for scaling software products.
- Qwen 3.8 Flash
Gold standard product analytics; deep behavioral analysis and strong self-serve.
- DeepSeek V4 Pro
Deep behavioral analytics and cohorting, ideal for product-led growth teams.
- GLM-5.3
Best-in-class behavioral analytics and funnels; the product analytics category leader.
- Kimi K3
Best-in-class depth for product analytics, behavioral cohorts, and experimentation workflows.
- MiniMax M3
Leading cohort analysis and behavioral tracking tool.
- Mistral Large 4
The gold standard for product analytics with powerful behavioral cohorts and retention analysis.
- Nemotron 3 Ultra
Behavioral analytics platform with strong user journey and experimentation features
What the models say about Google Analytics
One reason per model, from the shared questions
- Claude Haiku 5.5
Ubiquitous and free, adequate for web funnels, though less suited to deep product analysis.
- GPT-6 Luna
Widely adopted, accessible web analytics with useful product measurement capabilities.
- Gemini 4 Argon
Ubiquitous, free event-based tracking that bridges marketing attribution and basic product usage.
- Qwen 3.8 Flash
Ubiquitous, free baseline for web traffic though less product-centric.
- DeepSeek V4 Pro
Free, ubiquitous, and its funnel exploration reports are solid for basic needs.
- GLM-5.3
Free, ubiquitous web analytics; deep tracking of acquisition funnels.
- Kimi K3
Free, ubiquitous baseline with GA4 event model, though less product-depth focused.
- MiniMax M3
Free, widely adopted, solid funnel reporting across web and app.
- Mistral Large 4
Free and ubiquitous, though less precise for product-specific behavioral analysis.
- Nemotron 3 Ultra
Free web/app analytics with event-based model and BigQuery export
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Amplitude | Google Analytics |
|---|---|---|
| Best product analytics tools | 100% #1 | 72% #7 |
| Best SEO tools | · | 33% #11 |