Telegram Ads ROI Calculator: Benchmarks & Budget Planning for 2026
To calculate Telegram Ads ROI: divide revenue generated by ad spend, then multiply by 100. With an average CPM of $2.18 and CTR of 0.52%, a $1,000 budget typically generates ~460,000 impressions and ~2,400 clicks. Based on Targeto data, the median campaign achieves 150-300% ROI when targeting is properly optimized with relevant channels and niche-specific CPM bids.
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TL;DR — 关键数据: 平均 CPA $2–$8；CPM $0.50–$6。月预算 $1,000：约 20万–200万 展示、1,600–20,000 点击、125–500 转化。加密/博彩 CPM 最高（$3–$6）但 LTV 也高。新闻/教育流量最便宜（$0.50–$2 CPM）。自动化比手动效率高 31%。
1. How Much Does Telegram Advertising Cost?
Telegram Ads pricing is based on CPM (cost per 1,000 impressions). Unlike Google Ads or Meta, there is no CPC bidding model — you pay for impressions, and your CTR determines your effective cost per click. The actual Telegram Ads cost varies significantly by niche, account type, and targeting strategy.
CPM Ranges by Niche (March 2026)
Source: Targeto Benchmark Data, 25,417 campaigns, March 2026. CPMs shown for TON 账户 (channel targeting).
| Niche | CPM Range | Median CPM | Competition Level |
|---|---|---|---|
| News / Media | $0.50–$1.50 | $0.82 | Low |
| Education / Infobiz | $0.80–$2.00 | $1.24 | Low–Medium |
| eCommerce / Retail | $0.80–$2.50 | $1.47 | Medium |
| Traffic Arbitrage | $1.00–$2.50 | $1.63 | Medium |
| SaaS / Apps | $1.00–$3.00 | $1.78 | Medium |
| Crypto / DeFi / Web3 | $1.50–$4.00 | $2.64 | High |
| Finance / Forex | $2.00–$5.00 | $3.41 | High |
| Betting / Gambling | $3.00–$6.00 | $4.27 | Very High |
Minimum Budgets by Cabinet Type
Telegram offers three account types, each with different entry requirements and pricing dynamics:
Minimum budget requirements by account type, March 2026
| Cabinet Type | Currency | Min. Deposit | Min. CPM | Payment Methods |
|---|---|---|---|---|
| TON | TON (crypto) | No minimum | 0.1 TON (~$0.50) | TON wallet, exchanges |
| Euro | EUR | ~€500 via official resellers | €1.50 (~$1.62) | Bank transfer, card via official reseller |
| Stars | Telegram Stars | No minimum | 50 Stars (~$0.92) | In-app purchase, Apple/Google Pay |
Key insight: TON 账户 offer the lowest entry barrier and the most flexible pricing. This makes them ideal for testing and budget planning. Euro 账户 provide geo-targeting and interest-based targeting that TON and Stars lack, which can justify the higher minimum deposit for advertisers targeting specific regions.
2. How to Calculate Your Expected ROI
Calculating your expected Telegram Ads ROI before you spend a dollar requires five numbers: your budget, your niche’s average CPM, expected CTR, your conversion rate, and your customer lifetime value (LTV). Here is the step-by-step formula.
The ROI Formula
Step-by-step calculation: Impressions = (Budget / CPM) × 1,000
Clicks = Impressions × CTR
Conversions = Clicks × Conversion Rate
Revenue = Conversions × Customer LTV
ROI = ((Revenue − Ad Spend) / Ad Spend) × 100%
Worked Example: SaaS Product ($1,000 Budget)
Let us walk through a realistic example for a SaaS product advertising on Telegram:
| Step | Metric | Value | Calculation |
|---|---|---|---|
| 1 | Monthly Budget | $1,000 | — |
| 2 | Average CPM | $1.78 | SaaS niche median |
| 3 | Impressions | 561,798 | ($1,000 / $1.78) × 1,000 |
| 4 | CTR | 0.92% | SaaS niche average |
| 5 | Clicks | 5,169 | 561,798 × 0.0092 |
| 6 | Conversion Rate | 2.8% | Channel join → trial signup |
| 7 | Conversions | 145 | 5,169 × 0.028 |
| 8 | Customer LTV | $25 | Trial → paid conversion value |
| 9 | Revenue | $3,625 | 145 × $25 |
| 10 | ROI | 262.5% | (($3,625 − $1,000) / $1,000) × 100% |
Quick ROI Estimates by Budget Level
Using median CPM and CTR values across all niches, here is what different budget levels can expect:
Estimates based on all-niche medians: $1.80 CPM, 0.85% CTR. Actual results vary by niche and optimization.
| Monthly Budget | Impressions | Clicks | Est. Conversions (2.5% CVR) | Cost Per Conversion |
|---|---|---|---|---|
| $500 | 277,778 | 2,361 | 59 | $8.47 |
| $1,000 | 555,556 | 4,722 | 118 | $8.47 |
| $2,500 | 1,388,889 | 11,806 | 295 | $8.47 |
| $5,000 | 2,777,778 | 23,611 | 590 | $8.47 |
| $10,000 | 5,555,556 | 47,222 | 1,181 | $8.47 |
| $50,000 | 27,777,778 | 236,111 | 5,903 | $8.47 |
Important: Cost per conversion stays constant in this model because we use fixed CPM and CTR. In practice, optimized campaigns achieve 20–40% lower CPA through better channel selection, creative testing, and bid management. Targeto platform data shows advertisers who use automation rules reduce CPA by an average of 24% within the first 30 days.
3. Benchmark Data: CPM, CTR, CPA by Niche
This is the most comprehensive Telegram Ads benchmark table available, covering all major advertising niches across all three account types. Use these numbers to set realistic expectations and identify optimization opportunities.
Complete Niche Benchmark Table (March 2026)
Source: Targeto Benchmark Report, 25,417 campaigns across 512 advertisers (Q3 2025 — Q1 2026). CPA = cost per channel join or link click conversion.
| Niche | Avg CPM | Avg CTR | Avg CPC | Avg CVR | Avg CPA | Typical LTV | Avg ROI |
|---|---|---|---|---|---|---|---|
| Crypto / DeFi / Web3 | $2.64 | 1.12% | $0.24 | 3.4% | $6.93 | $25–$80 | 260–450% |
| Finance / Forex | $3.41 | 0.74% | $0.46 | 2.1% | $21.91 | $50–$200 | 180–400% |
| Betting / Gambling | $4.27 | 0.91% | $0.47 | 2.8% | $16.75 | $40–$150 | 200–380% |
| eCommerce / Retail | $1.47 | 0.83% | $0.18 | 2.2% | $8.05 | $15–$45 | 180–320% |
| SaaS / Apps | $1.78 | 0.92% | $0.19 | 2.8% | $6.91 | $20–$60 | 220–370% |
| Traffic Arbitrage | $1.63 | 1.24% | $0.13 | 4.1% | $3.21 | $5–$20 | 150–350% |
| Education / Infobiz | $1.24 | 0.97% | $0.13 | 3.5% | $3.65 | $10–$50 | 200–400% |
| News / Media | $0.82 | 1.41% | $0.06 | 5.2% | $1.12 | $1–$5 | 100–250% |
| Gaming / Mini Apps | $1.35 | 1.18% | $0.11 | 4.6% | $2.49 | $3–$15 | 120–300% |
Benchmarks by Cabinet Type
Performance varies significantly across Telegram’s three account types. Understanding these differences is essential for Telegram Ads budget planning.
Source: Targeto platform data, all niches aggregated, March 2026
| Metric | TON account | Euro 账户 | Stars account |
|---|---|---|---|
| Median CPM | $1.80 | $2.45 | $1.65 |
| Average CTR | 0.95% | 1.08% | 0.87% |
| Average CPC | $0.19 | $0.23 | $0.19 |
| Approval Rate | 73.6% | 64.8% | 99.99% |
| Geo Targeting | No | Yes | No |
| Interest Targeting | No | Yes | No |
| Best For | Crypto, global reach, budget flexibility | Local targeting, regulated niches | Easy entry, high approval rates |
Data point: Euro 账户 have 13% higher CTR than TON 账户 on average, but also 36% higher CPMs. This means Euro 账户 are more cost-efficient only when geo-targeting is critical for your campaign. For global reach campaigns, TON and Stars accounts deliver 15–25% lower CPA.
4. Budget Planning: How Much Should You Spend?
Your ideal Telegram Ads budget depends on your goal: testing a new channel, growing a proven one, or scaling aggressively. Here is what we recommend based on platform data from 512 advertisers.
Budget Tiers by Goal
Recommended budgets based on Targeto advertiser data, March 2026
| Goal | Monthly Budget | Duration | What You Learn | Expected Outcome |
|---|---|---|---|---|
| Testing | $500–$1,000 | 2–4 weeks | Which channels convert, baseline CTR/CPA, creative winners | Data for optimization; 50–200 conversions |
| Growth | $2,000–$5,000 | 1–3 months | Optimal CPM bids, channel portfolio, audience size | Consistent ROI-positive campaigns; 500–2,000 conversions/mo |
| Scale | $10,000–$50,000 | Ongoing | Scaling limits, diminishing returns thresholds | Maximum volume at target CPA; 2,000–20,000+ conversions/mo |
| Enterprise | $50,000+ | Ongoing | Multi-account strategy, market saturation | Dominant channel presence; multi-geography campaigns |
Budget Allocation Tips
How you distribute your budget matters as much as how much you spend. Based on the highest-performing advertisers on our platform, here are the allocation patterns that work:
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70/20/10 rule for testing: Spend 70% of your budget on your top-performing channels, 20% on promising new channels, and 10% on experimental placements. This maximizes ROI while ensuring you are continuously discovering new opportunities.
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Split across account types: If your niche allows it, run campaigns on both TON and Stars accounts simultaneously. Stars has higher approval rates (99.99% vs 73.6%), while TON offers lower minimum CPMs. Together they provide more coverage and data.
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Daily budget caps: Set daily caps at 5–10% of your monthly budget to prevent overspending on underperforming days. Telegram Ads auctions fluctuate — CPMs can spike 30–50% on high-competition days.
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Reserve 15% for re-creation: Account for moderation rejections. Even in low-risk niches, 10–20% of campaigns get rejected. Having budget reserved for quick recreations keeps your pipeline flowing.
Quick Budget Calculator
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Target conversions per month: Your desired number of signups/joins/purchases
-
Estimated CPA: Use the benchmark table above for your niche
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Required budget = Target conversions × CPA × 1.15 (15% buffer for rejected campaigns)
Example: 300 crypto channel joins/month × $6.93 CPA × 1.15 = $2,391/month
5. What Affects Your Telegram Ads ROI?
Seven key factors determine whether your Telegram Ads campaign is profitable or not. Understanding these gives you levers to improve performance before increasing budget.
1. Niche and Audience Match
Telegram’s audience skews toward crypto, tech, finance, and media. If your product naturally fits these verticals, you will see lower CPAs and higher engagement. Niches with weak Telegram presence (local services, B2B manufacturing) face higher costs because the audience is harder to reach through channel targeting.
2. Creative Quality
Ad copy is the single biggest controllable factor in your CTR. Telegram Ads are text-only (with optional preview images), so your words carry all the weight. Our data shows a 3–5x difference in CTR between the best and worst creatives in the same niche. AI-generated ad copy that is personalized to the target channel’s audience outperforms generic copy by 18% in CTR on average.
3. Channel Selection
On TON and Stars accounts, channel targeting is your only targeting mechanism. Selecting the right channels — ones whose audience matches your product — is the difference between $2 CPA and $15 CPA. Large channels (500K+ subscribers) often have diluted engagement, while medium channels ($3–$12 CPM) frequently deliver better conversion rates.
4. CPM Bid Strategy
Bidding too low means your ads do not deliver. Bidding too high means you overpay. The optimal CPM is typically 10–20% above the niche median. Targeto’s CPM optimization feature automatically adjusts bids based on real-time auction data, and campaigns using CPM optimization achieve 12.4% lower effective CPMs than fixed-bid campaigns.
5. Cabinet Type
Euro 账户 with geo-targeting can reduce wasted impressions dramatically for location-specific offers. But for global products (crypto, SaaS, digital services), TON 账户 deliver comparable results at lower CPMs. The right account type for your business depends on whether geographic targeting outweighs the cost difference.
6. Time of Day and Day of Week
Telegram ad engagement peaks between 10:00–14:00 and 18:00–22:00 in your target audience’s time zone. Weekend CPMs are 8–15% lower than weekday CPMs in most niches, while CTRs remain comparable. Scheduling campaigns to run during peak engagement hours while bidding during off-peak times can improve ROI by 10–18%.
7. Moderation Approval Rate
Every rejected campaign costs time and delays your spend. With an overall approval rate of 72.4% across all account types, moderation efficiency directly affects your effective cost. Advertisers with 90%+ approval rates (achievable through experience or managed services) spend 15–20% less time per campaign dollar than those at the 60% approval average for restricted niches.
Bottom line: The difference between an unoptimized and a fully optimized Telegram Ads campaign is typically 2–3x in ROI. A $1,000 budget can generate $2,000 in revenue (100% ROI) with poor optimization, or $6,000+ in revenue (500%+ ROI) with excellent channel selection, creative testing, and bid management. Automation tools close this gap significantly — even for beginners.
6. ROI Comparison: DIY vs 代运营
Running Telegram Ads yourself saves on management fees, but professional management typically delivers better metrics. Here is how the same budget performs under different management approaches, based on Targeto platform data.
Source: Targeto platform data comparing self-managed vs. managed service accounts at equivalent budgets, Q1 2026
| Metric | DIY (Self-Managed) | 代运营 | Difference |
|---|---|---|---|
| Monthly Ad Spend | $5,000 | $5,000 | — |
| Management Fee | $0 | $500 + 10% ($3–$12 CPM) = $1,000 | +$1,000 |
| Total Cost | $5,000 | $6,000 | +20% |
| Average CPM Achieved | $2.14 | $1.82 | −15% |
| Average CTR | 0.79% | 0.93% | +18% |
| Impressions | 2,336,449 | 2,747,253 | +18% |
| Clicks | 18,458 | 25,549 | +38% |
| Conversions (2.5% CVR) | 461 | 639 | +39% |
| Cost Per Conversion | $10.85 | $9.39 | −13% |
| Your Time (hours/mo) | 40–60 hrs | 2–5 hrs | −90% |
| Effective CPA (incl. fee) | $10.85 | $9.39 | −13% |
The managed service costs $1,000 more in fees, but delivers 178 more conversions at a lower cost per conversion. The key drivers of this difference:
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AI-optimized CPM bidding reduces effective CPMs by 15% through real-time auction analysis
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AI-generated creatives tailored to each channel’s audience increase CTR by 18%
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Automated moderation handling recovers 47% of declined campaigns on first retry
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24/7 optimization catches underperforming campaigns outside business hours
The breakeven point: Managed service pays for itself when your monthly ad spend exceeds approximately $3,000–$5,000, depending on niche. Below that, DIY with automation tools (automation rules, CPM optimization) delivers comparable results at lower total cost. Above $5,000, the compounding effect of better CPMs, higher CTRs, and time savings makes managed service the higher-ROI option for most advertisers.
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7. FAQ
What is the average ROI for Telegram Ads?
The average Telegram Ads ROI ranges from 150% to 400% depending on the niche, campaign optimization, and conversion tracking. Crypto and betting niches see the highest absolute returns due to high customer lifetime values, while eCommerce and SaaS achieve more consistent ROI in the 200–350% range. According to Targeto platform data from 159,000+ campaigns, advertisers using automation tools achieve 31% better cost-per-join efficiency than those managing campaigns manually.
How much does Telegram Ads cost per click?
Telegram Ads cost per click (CPC) ranges from $0.05 to $0.75 depending on the niche and account type. The cheapest clicks come from News/Media channels ($0.05–$0.15 CPC) while Finance/Betting commands the highest ($0.30–$0.75 CPC). On average across all niches, the CPC is $0.10–$0.30. These figures are based on Targeto benchmark data from March 2026.
What is the minimum budget for Telegram Ads?
The minimum budget for Telegram Ads depends on the account type. TON 账户 have no minimum deposit requirement and campaigns can start from as little as 5 TON ($25). Euro 账户 typically require a minimum deposit of €500 ($540) through official resellers. Stars accounts have the lowest entry barrier. For meaningful testing, we recommend a minimum budget of $500–$1,000 over 2–4 weeks to gather enough data for optimization.
How do I calculate Telegram Ads ROI?
To calculate Telegram Ads ROI: ($3–$12 CPM) Start with your monthly budget, ($3–$12 CPM) Divide by CPM and multiply by 1,000 to get impressions, ($3–$12 CPM) Multiply impressions by your expected CTR to get clicks, ($3–$12 CPM) Multiply clicks by your conversion rate to get conversions, ($3–$12 CPM) Multiply conversions by customer lifetime value to get revenue, ($3–$12 CPM) ROI = ((Revenue − Ad Spend) / Ad Spend) × 100%. For example: $1,000 budget at $2 CPM = 500,000 impressions. At 0.8% CTR = 4,000 clicks. At 2.5% conversion rate = 100 conversions. At $30 LTV = $3,000 revenue. ROI = 200%.
Is Telegram Ads cheaper than Facebook or Google Ads?
Telegram Ads is significantly cheaper than Facebook and Google Ads for most niches. Average CPMs on Telegram range from $0.50–$6.00 compared to $5–$15 on Facebook and $10–$50 on Google Display. However, Telegram’s targeting options are more limited (no interest targeting on TON/Stars accounts, channel-based targeting only). For crypto, Web3, and Telegram-native audiences, Telegram Ads typically delivers 3–5x lower CPA than competing platforms.
What CPM should I expect on Telegram Ads in 2026?
Expected CPMs on Telegram Ads in 2026 by niche: News/Media $0.50–$1.50, Education $0.80–$2.00, eCommerce $0.80–$2.50, Traffic Arbitrage $1.00–$2.50, SaaS/Apps $1.00–$3.00, Crypto/DeFi $1.50–$4.00, and Finance/Betting $3.00–$6.00. TON 账户 generally offer lower CPMs than Euro 账户, while Stars accounts fall in between. These ranges represent competitive bids that achieve consistent delivery.
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