Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 300T tokens
Leader sits at 97% across 10 bound outcomes, runner-up at 92%. This is a winner-take-all market — the headline is the leader’s price, not an arithmetic mean.
Leader probability
Above 400T tokens
Outcomes
10
winner-take-all
Runner-up
92¢
Above 450T tokens
Spread
5pp
contested
24h volume
$1
thin orderbook
Closes
Sep 28, 2026
16 days
Venue
Kalshi
10 bound
30-day trend
Bracket family
How the bracket ladder is priced.
Each row is one outcome on the venue. Sorted by 24h volume — the heaviest book is at the top.
Cluster 1
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 475T tokens?: Above 475T tokens
KXTOKENUSEM-26SEP28-T475
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 700T tokens?: Above 700T tokens
KXTOKENUSEM-26SEP28-T700
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 650T tokens?: Above 650T tokens
KXTOKENUSEM-26SEP28-T650
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 600T tokens?: Above 600T tokens
KXTOKENUSEM-26SEP28-T600
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 575T tokens?: Above 575T tokens
KXTOKENUSEM-26SEP28-T575
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 550T tokens?: Above 550T tokens
KXTOKENUSEM-26SEP28-T550
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 525T tokens?: Above 525T tokens
KXTOKENUSEM-26SEP28-T525
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 500T tokens?: Above 500T tokens
KXTOKENUSEM-26SEP28-T500
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 450T tokens?: Above 450T tokens
KXTOKENUSEM-26SEP28-T450
Will OpenRouter AI token usage for September 2026 (measured August 31 - September 27) be above 400T tokens?: Above 400T tokens
KXTOKENUSEM-26SEP28-T400
Analysis
This reflects the probability that OpenRouter AI will process more than 300 trillion tokens during the 27-day measurement window ending September 27, 2026. The 86% confidence level suggests markets expect sustained high usage, though the declining probabilities for higher thresholds indicate genuine uncertainty about peak demand. Token consumption depends on both the number of active users requesting API services and the average tokens per request. The main factors driving the current estimate are recent usage trends at OpenRouter and general AI API market growth, offset by potential seasonal variation or shifts in user behavior toward competing platforms. Resolution occurs on September 28, 2026, when OpenRouter reports final usage figures for the measurement period, making this a near-term, verifiable outcome.
- ›Recent weekly token volumes at OpenRouter relative to the 300T monthly run rate (~11.5T tokens per day required)
- ›Competitive dynamics with other AI API providers and potential market share shifts during September
- ›Seasonal patterns in API usage and typical customer behavior during back-to-school and Q3 budgeting periods
- ›Price changes or service modifications by OpenRouter or competitors that could affect demand
- ›Data center capacity constraints or service outages that could artificially suppress token counts
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These markets stopped trading. Last odds and any captured outcome are shown above — full settlement detail lives at the venue.
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How we compute these odds
SimpleFunctions aggregates live prediction-market contracts from Kalshi and Polymarket. Each slug groups contracts that resolve on the same underlying event, identified by venue event_id.
For binary slugs, the headline probability is the liquidity-weighted mid-price across all bound contracts. For multi-outcome slugs (e.g. elections with 3+ candidates), the headline is the leader’s price; we never arithmetically average disjoint outcomes — that would produce a number with no real-world meaning.
Snapshots refresh every 5 minutes during market hours; daily aggregates are computed at 04:00 UTC. The 30-day sparkline is drawn from per-ticker daily means stored in market_indicator_daily; 24h delta and movement events are derived from the same source.
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