Research guide

Instagram Content Benchmarks: Reels, Carousels and Posting Cadence Across Public Brand Samples

Compare Reels/video, carousel and image posts across six retained public Instagram brand samples, with mean, median, cadence, source links and downloadable data.

Quick answer: Across 120 eligible posts from six retained public-brand samples, Video/Reel posts produced the highest pooled mean of visible interactions, while carousel posts produced the highest pooled median. The Video/Reel mean was 433,299 visible interactions, compared with 221,515 for carousels. The carousel median was 89,331, compared with 50,524 for Video/Reel posts.

That difference matters because a small number of unusually large posts can pull a mean upward. It does not prove that carousels or Reels generally perform better. The six brands have different audiences, observation dates, returned date windows, and format mixes. Among the four samples that contain both Video/Reel and carousel posts, each format has the higher median in two accounts.

Visible interactions in this benchmark means observed likes plus observed comments. All 120 returned posts had both fields available and were eligible for this calculation.

What was observed

Each account has its own observation time. The 20 returned posts for an account can cover a different period from the 20 returned posts for another account.

Public sampleObserved atReturned post window, UTCEligible postsFormat mixMean visible interactionsMedian visible interactions
NikeJul 28, 2026, 1:13 AM PDTJun 13 to Jul 23, 202620 of 209 Video/Reel, 7 carousel, 4 image294,231154,454
AdidasJun 9, 2026, 4:01 AM PDTMay 7 to Jun 7, 202620 of 202 Video/Reel, 18 carousel489,591215,199
StarbucksMay 6, 2026, 2:05 PM PDTMar 23 to Apr 30, 202620 of 208 Video/Reel, 10 carousel, 2 image56,04137,490
SephoraMay 6, 2026, 2:04 PM PDTSep 24, 2025 to May 6, 202620 of 2018 Video/Reel, 2 image6,6232,610
NetflixJun 9, 2026, 4:04 AM PDTMay 20 to Jun 8, 202620 of 2010 Video/Reel, 8 carousel, 2 image81,86753,032
Red BullJun 9, 2026, 3:58 AM PDTOct 1, 2025 to Jun 9, 202620 of 2020 Video/Reel1,135,564151,271

The observation timezone shown above is America/Los_Angeles. Publication-window boundaries are UTC timestamps in the downloadable source register.

Reels/video versus carousel results

FormatEligible postsMean visible interactionsMedian visible interactionsHighest observed value
Video/Reel67433,29950,52417,643,161
Carousel43221,51589,3312,816,858
Image10272,21946,0701,930,047
All formats120343,98659,37517,643,161

The pooled Video/Reel mean is almost twice the carousel mean, but its median is lower. The 17.6 million-interaction maximum in the Video/Reel cohort shows why the average needs context. A typical value described by the median produces a different ranking from the arithmetic mean.

Horizontal bars comparing mean and median visible interactions for Video or Reel, carousel, and image posts across the six retained samples.
Mean and median visible interactions by format. Download the reusable SVG chart.

What happens inside the same brand samples?

Only four of the six retained samples contain both Video/Reel and carousel posts. Their medians are mixed:

SampleVideo/Reel postsVideo/Reel medianCarousel postsCarousel medianHigher median in this sample
Nike9114,0887274,330Carousel
Adidas21,588,79418144,605Video/Reel
Starbucks837,6611039,335Carousel
Netflix1065,244851,051Video/Reel

This 2 to 2 split is a warning against turning the pooled result into a universal rule. The Adidas Video/Reel comparison also rests on only two posts. These are descriptive observations, not a controlled test of format effects.

Posting-frequency distribution

Posting cadence was estimated from the dated posts returned for each sample. It is not a claim about the account's complete posting history.

Estimated posts per weekNumber of samplesSamples
Under 12Sephora, Red Bull
1 to 2.90None
3 to 4.93Nike, Adidas, Starbucks
5 to 7.91Netflix
8 or more0None

The source-window estimates were 3.32 for Nike, 4.23 for Adidas, 3.51 for Starbucks, 0.59 for Sephora, 6.88 for Netflix, and 0.53 for Red Bull. The Sephora and Red Bull windows extend much farther back than the other samples. Historical or pinned posts in a returned set can create long gaps, so those two low estimates should not be read as current schedules.

Distribution of six retained brand samples across estimated weekly posting-frequency bands.
Estimated posting-frequency distribution. Download the reusable SVG chart.

Download the data

The post-level download uses sample IDs A through F. It excludes captions, post identifiers, and source-post URLs. The separate source register maps each sample ID to the public account and Instaseer sample page so readers can verify scope without placing identifying post content in the analysis file.

Methodology

The benchmark uses the six retained JSON observations behind Instaseer's published brand samples. Each source contributes 20 returned posts. Formats labeled Video or Reel in the source are grouped as Video/Reel; Carousel and Image remain separate.

For each post, visible interactions are calculated as:

visible interactions = observed likes + observed comments

A post is eligible only when both values are available as safe integers. Mean is the sum of eligible visible interactions divided by eligible posts. Median is the middle eligible value after sorting, or the average of the two middle values for an even-sized group.

The posting-frequency estimate is:

(number of dated posts - 1) ÷ elapsed days between oldest and newest dated post × 7

Posts explicitly marked as pinned are excluded from that estimate. These retained files do not provide a pinned marker, so a historical post returned among recent items can lengthen the apparent window. For broader collection, comparison, and evidence boundaries, read the public Instagram research methodology.

The calculation script, exact source hashes, and output tables are retained with this edition so the result can be reproduced.

Limitations

Reuse and attribution

The two charts may be embedded unchanged if their visible attribution remains intact and the publisher links to this benchmark page. Suggested attribution: Source: Instaseer, Instagram Content Benchmarks (six public-brand samples, 120 posts).

Writers should cite the edition, sample size, observation-date differences, and metric definition. A defensible summary is: “In Instaseer's selected six-brand sample, Video/Reel posts had the higher pooled mean, while carousels had the higher pooled median.” It would not be accurate to write that the study proves one format performs better across Instagram.

Continue the research

Use the Instagram account analyzer to inspect another public account with dated coverage. Compare two accounts with the Instagram account comparison tool, review the Instagram Reels competitor-analysis workflow, or calculate a source window with the Instagram posting frequency analyzer.