The headline numbers, side-by-side
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The Ad Bench tracks internal aggregates across a changing set of audited accounts. Numbers below are dated 2026 working ranges for the sampled markets, objectives, placements, and account mix, not public or universal benchmarks. Treat them as directional planning brackets; the sample and your vertical can move them materially.
| Metric | TikTok | Reels | Shorts |
|---|---|---|---|
| CPM (per 1,000 imp.) | $4 – $12 (≈$8) | $8 – $18 (≈$12) | $3 – $10 (≈$6) |
| CPC | $0.30 – $2.50 | $0.50 – $3.00 | $0.25 – $2.00 |
| CPV (6-sec view) | $0.005 – $0.05 | $0.01 – $0.06 | $0.004 – $0.03 |
| Min. daily budget | $20 / camp + $20 / adgroup | $1 / day Boost · $10 Advantage+ | $10 / camp (Demand Gen) |
| Typical CVR (e-com) | 1.2 – 3.5% | 1.8 – 4.2% | 0.6 – 1.8% |
| Median ROAS (DTC) | 1.8 – 3.5× | 2.0 – 4.0× | 1.2 – 2.5× |
Source and caveat: The Ad Bench internal aggregated audit dataset (Q1 2026; account sample, market, objective, placement, attribution window, and inclusion rules are not a public benchmark methodology). Stated platform minimums change; confirm current figures in each platform's budget documentation123 before planning. Platform documentation supports mechanics and definitions, not these cost, CVR, or ROAS ranges. Vertical-specific deviations may be substantial.
How to read the spread: cheap CPM ≠ cheap conversion
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The temptation is to read the table top-down: Shorts has the cheapest CPM, so Shorts is the best place to put money. That logic stops working the moment you reach CVR. In the internal working ranges above, Shorts converts at roughly half the rate of Reels for e-commerce, so even where Shorts impressions are cheaper, the cost-per-converted-customer (effective CPA) can be comparable or higher. Your own account mix decides which way it falls.
The right way to read the table is to multiply through: CPA = CPM ÷ 1,000 × clicks ÷ CVR. Run that math on each row and the comparison flips. For an offer with a $40 AOV, the cheapest path to a paid customer in this illustrative DTC scenario may be Reels, then TikTok, then Shorts; test the inputs against your own data. For TikTok Shop creators with native checkout, the order rearranges (see the GMV math below).
The hidden cost the table doesn't show: creative production. In The Ad Bench's current rubric, the Reels calibration weights production polish more heavily than the TikTok calibration, so a $40-per-asset UGC clip that scored 78 under the TikTok calibration may need a reshoot to clear the Reels aesthetic bar. Factor that into the per-platform spreadsheet before the budget allocation, not after.
Affiliate / TikTok Shop / LTK changes everything
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If you're running affiliate creative (TikTok Shop sellers, LTK creators, Amazon Live partners), the table above understates TikTok's advantage. TikTok Shop's native in-app checkout shortens the funnel to a single tap. In The Ad Bench's internal dataset, Shop-tagged products converted in the 4–8% range, above the 1.2–3.5% open-auction working range. That is a sample observation, not a platform guarantee; the CVR multiplier ate most of the CPM gap to Reels in the accounts sampled.
Illustrative GMV math for TikTok Shop affiliate creative from the same internal dataset: $8 CPM → ~1,000 impressions → 30–80 product-page taps → 3–6 checkouts → $25–60 GMV per 1,000 impressions, at 10–15% commission. Effective revenue-per-1k-impressions sat at $2.50–$9, which beat a direct-link Reels Boost for the same offer in most head-to-head comparisons in our sample. Commission rates, eligibility, and program mechanics vary by account, region, and program version; confirm current details in TikTok Shop documentation before planning around a specific figure.
LTK + Reels is the other strong pairing. Saves are a valuable high-intent Reels signal, and save-oriented content pairs naturally with link-in-bio funnels, so LTK creators in our sample saw CPMs in the Reels-baseline range with above-average save rates. See /learn/tiktok-shop-affiliate-mechanics and /learn/reels-save-economy for the platform-specific affiliate playbooks.
Minimum budgets: what each auction needs to actually learn
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The platform-stated minimums in the table aren't the same as the practical learning thresholds. Three working floors, drawn from platform learning-phase guidance plus our own account observations; confirm the current event thresholds in each platform's documentation:
- TikTok: $20 stated min, but exiting the learning phase generally requires a meaningful volume of conversions inside a short window (commonly cited around 50 in 7 days; confirm current guidance). For a $30–60 CPA, that's $30–50/day for at least a week.
- Reels (Advantage+): $10 stated min; Meta's learning phase similarly wants roughly 50 optimization events in a week across its surfaces. Effective floor $20–40/day for DTC in our working experience.
- Shorts (Demand Gen): $10 stated min, but Demand Gen amortizes across Shorts, Discover, and Gmail placements so the budget pools. Practical floor $25–50/day because the Shorts portion alone may not see enough volume to optimize.
The most common failure mode on every platform: starting at the stated minimum, never exiting learning, blaming the creative. Budget concentration beats budget fragmentation for the first two weeks of any campaign across all three platforms. That is working guidance, not a platform rule.
When to pick each platform: a decision table
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Skip the universal advice. Audience composition and intent vary by account, market, placement, geography, objective, and targeting, so pick by what you sell, who your own data says buys it, and what creative you have ready:
- TikTokwhen: you sell on TikTok Shop or have Spark Ads access to a top organic clip; your hook works without sound; your CAC tolerance is medium; you can ship 2–3 creative variants per week.
- Reelswhen: your offer has visual polish (skincare, fashion, home, food); you can produce one strong asset per month and don't need volume; your own data supports absorbing a higher CPM for a higher CVR.
- Shortswhen: you sell something high-consideration that benefits from cross-surface reach (Discover + Gmail); you already have long-form YouTube content to cut from; you're optimizing for discovery and subscribes, not direct conversion.
For most operators with limited budget and limited creative bandwidth, the working guidance in 2026 is to concentrate on one platform for the first 90 days, hit the learning threshold, then test cross-posting only the winners. See /learn/cross-platform-recut-strategy for the single-shoot, three-cut workflow that respects each platform's native-feel calibration without doubling production cost.
The creative cost the table doesn't show
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Auction cost is the visible budget line. Creative cost is the invisible one. Three rough, illustrative brackets to plan against in 2026, drawn from our own production experience rather than any published rate card:
- UGC for TikTok: $30–150 per asset via creator marketplaces, or free if you own the audience. In The Ad Bench's rubric the TikTok native-feel ceiling is forgiving; raw selfie-cam clips can score above 75 there.
- Polished for Reels: $100–500 per asset for the aesthetic-bar grade the Reels calibration weights. Color grading, deliberate cuts, audio sync. In the current rubric, cutting corners here typically costs native-feel score versus the TikTok version of the same script.
- Hybrid for Shorts: $50–250, often a recut of TikTok footage with a sharper loop-design closer. The Shorts calibration weights a seamless first/last-frame match more than either other platform's.
The score ceiling on any cut depends heavily on the hook and the offer, regardless of how much you spend on production. See /learn/writing-hooks for why the opening seconds are one of the biggest levers on every number in this article. Drop your creative into The Ad Bench before you allocate budget; the score helps identify which platform calibration it's built for.
Sources
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- TikTok for Business. "About budgets." Accessed August 24, 2026. ads.tiktok.com
- Meta Business Help Center. "About ad budgets." Accessed August 24, 2026. facebook.com/business
- Google Ads Help. "About Demand Gen campaigns." Accessed August 24, 2026. support.google.com
- The Ad Bench internal aggregated audit dataset (Q1 2026) and current scoring rubric. Reviewed August 24, 2026. Not a public benchmark methodology.
These platform sources document mechanics and definitions. They do not establish the cost, CVR, or ROAS ranges above.
Reviewed: 2026-08-24 · Last updated: 2026-08-24 · Next review due: 2026-11-22
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