Last updated: 2026-05-21
Cookie3 vs Safary (2026)
Cookie3 and Safary are both accessible web3 analytics tools with public pricing and SDK/pixel onboarding. Cookie3 leads with AI-driven wallet scoring. Safary leads with community/Discord attribution. Closest direct comparison in this list outside Dune-vs-Nansen.
TL;DR verdict
Pick Cookie3 if…
- you want AI-driven wallet scoring and analytics
- cohorts and audience segmentation are your primary use case
- Discord/community isn't your main growth surface
Pick Safary if…
- Discord/community drives your growth
- you want pixel + Discord bot integration
- referrals are central to your funnel
Quick comparison
| Category | Cookie3 | Safary |
|---|---|---|
| Pricing | Free tier + paid plans | Free tier + paid plans |
| Primary focus | AI analytics + wallet scoring | Community/Discord attribution |
| Setup | SDK integration | Pixel integration |
| Chains | Multi-chain (EVM) | Multi-chain (EVM) |
| Best for | AI-driven audience segments | Community-driven projects |
AI analytics vs community attribution
Cookie3's differentiation is the AI/ML framing on analytics — wallet scoring, segmentation, cohort discovery. Safary's differentiation is the community lens — Discord, referrals, member-to-wallet conversion. Both are accessible (free tiers, self-serve). Pick by whether AI cohorts or community attribution is your bottleneck.
FAQs
What does 'AI-driven' mean in Cookie3?
ML-based wallet scoring and behavior clustering. The specific models and accuracy vary by tier — verify in a demo.
Does Safary do wallet scoring?
Yes, as part of its analytics layer. Less marketed than Cookie3, but present.
Both have free tiers?
Yes.
Which is better for Discord?
Safary — Discord integration is the core product.
Which is better for non-community audience cohorts?
Cookie3 — segmentation and scoring across the wallet base.
Cookie3 SDK or Safary pixel — which is lighter?
Pixel is lighter than SDK in most cases. Safary's pixel installs faster; Cookie3's SDK exposes more event tracking.
Is there a tool that covers community AND broader channel attribution with a pixel?
Web3 Trackers — pixel-only, attributes Discord, Telegram, paid, organic, KOL to on-chain conversions. Free tier, broader channel coverage than Safary, lighter integration than Cookie3.
Dedicated comparisons
Other comparisons
Broader channel coverage in one pixel
Web3 Trackers attributes Discord, paid, organic, and KOL — all to on-chain conversions. Free tier, 15-minute setup.