← pool · child of The software industrial complex cracks in 2025

🤖 Consumption-based software pricing destroys the business — Snowflake is the case study

Chamath's narrower call inside the SaaS-pain thesis: as incumbents flee the per-seat model for consumption pricing, they adopt a model that wins short-term adoption and then kills the business. Customers will not tolerate a cost line that scales with data they cannot value in advance, so alternatives grow around the incumbent - Postgres, Supabase - and the workload leaves. Snowflake is his named example.

0 CONVICTION
peaked 31.6 EMBER
DORMANT
band
▼ SHORT SNOW
expression · bearish tech
MISS
outcome · R -8.7% · α -34.5%
2026-06-21
window closed

⚖ Why this verdict

fully deterministic — evaluate.py replays this from daily closes; nothing below is editable or hand-set

  1. Window: 2025-06-21 → 2026-06-21 — first mention + 12-month horizon, then the window locks.
  2. The call: ▼ SHORT SNOW (primary play). SNOW rose 8.7% over the window → direction-adjusted R = -8.7% (the call lost money).
  3. Benchmark: holding SPY over the same window returned +25.8%α = -8.7 − (+25.8) = -34.5% — what this call made or lost against just owning the index. This is the number the verdict uses.
    Stock-selection read: +17.1% — did SNOW move the predicted way relative to the market. The two only differ on a SHORT: this call was right about direction relative to the index but still cost money versus holding it.
  4. Rule fired:
    · HIT — R ≥ +10% AND α ≥ +5
    · PARTIAL — R ≥ +5% OR α ≥ 0
    ▶ MISS — everything else
  5. Credit: supporters of a MISS earn 0 each, opposers the inverse — this feeds the scoreboard weights. supported: Chamath

Conviction timeline

bands: green ≥ 65 · watch ≥ 45 · ember ≥ 15

Plays vs SPY · % since first mention (2025-06-21)

Plays

expressionsymbolkindrelevancerationale
▼ SHORT SNOWstock PRIMARY Chamath's named example of the consumption-pricing model that destroys itself
▼ SHORT DDOGstock adjacent the other large consumption-priced infrastructure software name

Mention log

Chamath
Chamath tech w=0.90 · n=83 · E232 (2025-06-21) · explicit_prediction · strength 2 ▶ 1:10:53 SUPPORT
“I just wanted to comment on this consumption-based pricing. It doesn't work. And what I mean is you can have some adoption in the short term. The best example is Snowflake. But in the long term, it destroys your business.”

Who built this conviction

each voice's total force on the score — supports and opposes from every mention, weighted exactly as the replay applied them · share = % of all mention-driven movement

Chamath
Chamath w=0.90
1 scoring event · 100% of moves
+31.6 → net +31.6

⏳ decay drained -26.6 over the idea's life — that's time passing, attributed to no one

Score events

episodekindΔafternote
E232 2025-06-21 init +31.6 31.6 E232 born by Chamath (explicit_prediction x2) [w=0.90]
E233 2025-06-28 decay -1.3 30.4 E233 silent
E234 2025-07-04 decay -1.2 29.1 E234 silent
E235 2025-07-11 decay -1.2 28.0 E235 silent
E236 2025-07-19 decay -1.1 26.9 E236 silent
E237 2025-08-01 decay -1.1 25.8 E237 silent
E238 2025-08-09 decay -1.0 24.8 E238 silent
E239 2025-08-15 decay -1.0 23.8 E239 silent
E240 2025-08-22 decay -1.0 22.8 E240 silent
E241 2025-08-29 decay -0.9 21.9 E241 silent
E242 2025-09-07 decay -0.9 21.0 E242 silent
E243 2025-09-19 decay -0.8 20.2 E243 silent
E244 2025-09-27 decay -0.8 19.4 E244 silent
E245 2025-10-03 decay -0.8 18.6 E245 silent
E246 2025-10-10 decay -0.7 17.9 E246 silent
E247 2025-10-17 decay -0.7 17.1 E247 silent
E248 2025-10-24 decay -0.7 16.5 E248 silent
E249 2025-10-31 decay -0.7 15.8 E249 silent
E250 2025-11-07 decay -0.6 15.2 E250 silent
E251 2025-11-14 decay -0.6 14.6 E251 silent
E252 2025-11-22 decay -0.6 14.0 E252 silent
E253 2025-12-06 decay -0.6 13.4 E253 silent
E254 2025-12-13 decay -0.5 12.9 E254 silent
E255 2025-12-19 decay -0.5 12.4 E255 silent
E256 2025-12-31 decay -0.5 11.9 E256 silent
E257 2026-01-10 decay -0.5 11.4 E257 silent
E258 2026-01-17 decay -0.5 10.9 E258 silent
E259 2026-01-30 decay -0.4 10.5 E259 silent
E260 2026-02-07 decay -0.4 10.1 E260 silent
E261 2026-02-13 decay -0.4 9.7 E261 silent
E262 2026-02-28 decay -0.4 9.3 E262 silent
E263 2026-03-06 decay -0.4 8.9 E263 silent
E264 2026-03-13 decay -0.4 8.6 E264 silent
E265 2026-03-19 decay -0.3 8.2 E265 silent
E266 2026-03-27 decay -0.3 7.9 E266 silent
E267 2026-04-03 decay -0.3 7.6 E267 silent
E268 2026-04-10 decay -0.3 7.3 E268 silent
E269 2026-04-17 decay -0.3 7.0 E269 silent
E270 2026-04-24 decay -0.3 6.7 E270 silent
E271 2026-05-01 decay -0.3 6.4 E271 silent
E272 2026-05-08 decay -0.3 6.2 E272 silent
E273 2026-05-15 decay -0.2 5.9 E273 silent
E274 2026-05-22 decay -0.2 5.7 E274 silent
E275 2026-05-29 decay -0.2 5.5 E275 silent
E276 2026-06-13 decay -0.2 5.2 E276 silent
E277 2026-06-19 decay -0.2 5.0 E277 silent