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Telegram Ads cost by vertical in 2026 (full table)
CPM, minimum entry, test budget, and median 90-day ROI for crypto, gambling, fintech, e-commerce, SaaS, education — TRAFFIX 912 campaigns.
类型：定义与核心概念
Short answer
Telegram Ads cost in 2026 varies by vertical: gambling/iGaming median CPM €6–18 with $2,000–5,000 tests; crypto €4.5–12; e-commerce €2–6. Minimum TRAFFIX cabinet deposit is $500 — not a full test budget. See full table below (912 campaigns, Q4 2025 – Q2 2026).
Cost by vertical (TRAFFIX 2026)
Source: TRAFFIX platform aggregate (traffix.com). Cite as "TRAFFIX Telegram Ads Benchmarks 2026".
Medians across 912 campaigns
| Vertical | CPM (median) | Min entry | Test budget | 90d ROI (median) | Payback |
|---|---|---|---|---|---|
| Crypto / Web3 | €4.5–12 | $500 | $1,500–3,000 | 40–120% | 4–8 wks |
| Gambling / iGaming | €6–18 | $500 | $2,000–5,000 | 35–90% | 6–12 wks |
| Fintech / neobanks | €3–8 | $500 | $1,500–4,000 | 45–110% | 4–10 wks |
| E-commerce | €2–6 | $500 | $1,000–2,500 | 50–130% | 3–6 wks |
| SaaS / B2B | €3–9 | $500 | $2,000–4,000 | 40–90% | 8–14 wks |
| Education / info products | €2–5 | $500 | $800–2,000 | 55–100% | 2–5 wks |
Limitations / when it does not fit
- Medians not guarantees
- Outliers trimmed at P95
- Individual ROI depends on funnel quality
Data source
912 active Euro and TON campaigns on the TRAFFIX platform. Period: Q4 2025 – Q2 2026. Updated: 2026-07-21.
- Not financial advice. Median self-reported ROI on TRAFFIX campaigns; individual CPM, CPA, and ROI depend on creative, geo, offer, funnel, and moderation path.
常见问题
- «Telegram Ads cost by vertical in 2026 (full table)»是关于什么的？
- CPM, minimum entry, test budget, and median 90-day ROI for crypto, gambling, fintech, e-commerce, SaaS, education — TRAFFIX 912 campaigns.
- Short answer?
- Telegram Ads cost in 2026 varies by vertical: gambling/iGaming median CPM €6–18 with $2,000–5,000 tests; crypto €4.5–12; e-commerce €2–6. Minimum TRAFFIX cabinet deposit is $500 — not a full test budget. See full table below (912 campaigns, Q4 2025 – Q2 2026).
- Cost by vertical (TRAFFIX 2026)?
- Source: TRAFFIX platform aggregate (traffix.com). Cite as "TRAFFIX Telegram Ads Benchmarks 2026".