What Separates Winners from Everyone Else?
A data analysis of 4,219 real posts across three Figma × Contra Makeathon editions. June 2026.
The Core Pattern
After scraping 6,030 posts from Contra's API and filtering to 4,219 in-window submissions across three editions, one signal dominates: winners generate significantly more engagement than the crowd. Across all editions, winning posts averaged 54.4 likes versus 7.1 for non-winners, a 7.7× gap.
- Engagement gap: 7.7× more likes for winners (54.4 vs 7.1 avg)
- Video presence: 40–90% of winners included video vs 7–56% of non-winners
- Early posting edge: winners posted at avg day 5.4 in Sep 2025 (non-winners: day 6.2)
- Lee Black won across two consecutive editions with entirely different projects
Edition-by-Edition Breakdown
Figma Make-a-thon (Sep 3–10, 2025)
$100K prize pool. 1,773 in-window posts scraped (from 2,933 total on figmamakeathon2025 tag). Cara Ellis's winning Web Poetry post ranked 3rd by likes in the entire window with 217 likes on day 6.
| Metric | Winners (5) | Non-Winners (1,768) |
|---|---|---|
| Avg Likes | 69 | 4.1 |
| Engagement Multiplier | 16.8× | — |
| Avg Post Day | Day 5.4 | Day 6.2 |
| Has Video | 40% | 7.5% |
| Top Post | Cara Ellis: Web Poetry (217 lk) | Anushriya Bhardwaj (222 lk) |
Cara Ellis's 217-like Web Poetry post was one of the top 3 most-liked posts during the entire 8-day window. The non-winner top post (222 lk) was also a high-quality interaction design entry.
Figma Makeathon March 2026 (Feb 1 – Mar 16)
$100K prize pool. Six categories. 1,497 in-window posts from 1,508 scraped.
| Metric | Winners (10) | Non-Winners (1,487) |
|---|---|---|
| Avg Likes | 55.4 | 9.3 |
| Engagement Multiplier | 6.0× | — |
| Avg Post Day | Day 30.3 | Day 30.3 |
| Has Video | 90% | 56.2% |
| Top Winner Posts | Lee Black / Airwwave (222 lk), Charlota Blunárová / Common Thread (173 lk) | |
Video presence is the strongest signal: 90% of winners included a video vs 56% of non-winners. Timing showed no advantage — winners and non-winners posted at the same average day in the 44-day window.
Config Makeathon 2026 (Jun 4–18)
$100K prize pool. Six categories including "Build In Public." 949 in-window posts from 1,589 scraped.
| Metric | Winners (12) | Non-Winners (937) |
|---|---|---|
| Avg Likes | 47.5 | 9.3 |
| Engagement Multiplier | 5.1× | — |
| Avg Post Day | Day 10.2 | Day 10.7 |
| Has Video | 67% | 59% |
| Grand Prize Winner | Bene Brandhofer / Visual Atlas | Top non-winner: Falcon Studio (380 lk) |
The engagement gap narrows here: the #1 most-liked post (Falcon Studio, 380 likes) did not win. The grand prize went to Visual Atlas despite lower engagement — quality of interaction design outweighed raw popularity.
The Timing Effect
In the 8-day Sep 2025 window, winners posted at avg day 5.4vs day 6.2 for non-winners — a small but real edge. In March 2026's 44-day window, timing was identical. In Config 2026's 15-day window, almost no difference. Early posting helps in short-window contests; in longer ones, quality of work matters more.
The Engagement Signal
Across 4,219 in-window posts, winners averaged 7.7× more likesthan non-winners. This isn't circular — engagement reflects genuine community interest that judges also respond to. Cara Ellis's Web Poetry ranked 3rd by likes in the Sep 2025 window. Lee Black's Airwwave ranked 2nd in March 2026. High engagement and winning co-occur because both stem from the same thing: making something people actually want to share.
The Video Effect
Video presence is the most consistent signal across all editions. In March 2026: 90% of winners had video vs 56% of non-winners. In Config 2026: 67% vs 59%. In Sep 2025: 40% vs 7.5%. A working video demo shows the interaction is real, reduces skepticism, and drives shares.
What This Means for Participants
- Include a video demo — the single strongest predictor across all three editions (40–90% of winners vs 7–56% of non-winners)
- Build something genuinely shareable — the 7.7× engagement gap is real; high likes and winning co-occur because quality drives both
- Post early in short windows — in the 8-day Sep 2025 contest, winners posted 0.8 days earlier on average; time for engagement to compound matters
- Understand the categories before you start — Config 2026 added "Build In Public" and "Innovative Workflow"; winning strategies changed accordingly
- Engagement isn't everything in Config-style contests — Falcon Studio had 380 likes and didn't place; the grand prize went to quality of interaction design
- Come back for the next one — Lee Black is the only two-time winner across all three editions (Airwwave in March, Connected Earth in Config)
Methodology
6,030 posts scraped via authenticated Contra GraphQL API calls from within the browser (session cookies enabled access beyond the anonymous 2,020-result API cap). Two sort passes per edition (ENGAGEMENT + CREATED_AT) to maximize unique post capture. Filtered to in-contest-window posts only: Sep 3–10 2025, Feb 1–Mar 16 2026, Jun 4–18 2026. Official announcement posts excluded. Winner detection via project name + creator name matching.
Scraped: 2,933 Sep 2025 ·1,508 March 2026 ·1,589 Config 2026. In-window analyzed: 1,773 + 1,497 + 949 = 4,219 posts.