OpenRouter token usage in Oct 5–11
Short Answer
OpenRouter token usage for October 5–11 is likely to exceed 162 trillion, supported by the October 6 launch of Mistral's Large 4 model despite the October 5 withdrawal of Space Bunny Alpha. The market prices this outcome at 73.0%.
1. Market Behavior & Drivers
A significant repricing occurred on October 6, when the market probability dropped 53 percentage points. This move was part of a broader decline across related markets, reportedly driven by the dissemination of new information that prompted a reassessment of token usage. The market remains unresolved as of October 7, awaiting final data.
The contract experienced extreme volatility on the preceding and subsequent days. A 64-point spike on October 5 and a 52-point spike on October 7 lack specific reported catalysts. While there was general AI industry news regarding coding agents and new models around this time, available information does not link these events directly to the price action.
- OpenRouter token usage appears above 162T, projected at 165T weekly total.
- Mistral Large 4's Oct 6 launch provides upside despite Space Bunny's Oct 5 withdrawal.
Current Context
OpenRouter's weekly token market remains unresolved, awaiting final data. As of Wednesday, October 7, 2026, the Oct 5–11 OpenRouter weekly token market is not yet settled [1][2][3][4][5][6]. Settlement will use OpenRouter’s displayed Top Models weekly total, spanning Monday 00:00 UTC through Sunday 23:59 UTC, with the figure expected to finalize around October 12, or by October 16 under fallback rules [1][2][3][4][5][6]. OpenRouter defines ranking usage as prompt tokens plus completion tokens, aggregated into UTC daily buckets; its API provides data for the top 50 public models and an aggregated “other” category [5][6]. Market-implied probabilities from October 7 pricing indicate a broad central range around 155–175T tokens [1][2][3][4]. Kalshi reported Above 162T at approximately 43%, Above 164T at 24%, Above 170T at 19%, Above 180T at 18%, and Above 182T at 29% [1][2][4]. Polymarket’s bracket market on the same day showed roughly 28% for below 155T, 28% for 155–165T, 32% for 165–175T, 9% for 175–185T, and 14% for 185T or more [3][4]. These brackets are indicative snapshots and do not represent a single calibrated forecast [3][4]. The market signals a meaningful but not dominant chance above 162T, with relatively low pricing for outcomes exceeding 175T [1][2][3][4][5][6]. This remains a forward-looking prediction, as October 7 represents only the third day of the seven-day window [1][2][3][4][5][6].
Recent OpenRouter snapshots show shifting model leadership and broader AI developments. OpenRouter rankings through October 5 listed Space Bunny Alpha at 38.5T weekly tokens and DeepSeek V4.1 Flash at 28.4T [5][7]. An October 6 snapshot, however, showed DeepSeek V4.1 Flash as the daily leader at 5.1T [5][7]. These snapshot-dependent numbers are not additive [5][7]. In broader AI developments for October 2026, Gartner indicates generative AI is entering the Trough of Disillusionment, while AI-ready data and AI agents remain at the Peak of Inflated Expectations [8]. Mistral provided an October 6 preview of Large 4, a 1T-parameter mixture-of-experts model with open weights promised by the end of October [9]. Prediction markets and expert forecasts suggest active model competition and near-term milestone uncertainty [9][10][11][12]. One October market article reported Google favored at 68% for a month-end best-model contract [10]. An OpenAI training-resumption contract showed "not resumed by October 20" leading at 59% [11]. An October forecast review described a wide AGI-timing spread, including AI Impacts’ 50% estimate for human-level machine intelligence in 2047 and automated-coder forecasts ranging from late 2027 to 2030 [9][12].
Sources (12)
- 1OpenRouter token usage in Oct 5–11 - Kalshi Odds | CoinRithmcoinrithm.com
- 2OpenRouter token usage in Oct 5–11 2026 Odds | Kalshipredictmarketcap.com
- 3OpenRouter token usage week of October 5?probsee.com
- 4OpenRouter token usage week of October 5?polymarket.com
- 5LLM Rankings - OpenRouteropenrouter.ai
- 6Daily token totals for top 50 models - OpenRouter | Documentationopenrouter.ai
- 7OpenRouter Rankings: Most-Used AI Models (October 2026) | Tokenmaxxingtokenmaxxing.com
- 8Gartner AI Hype Cycle: Why Control Now Drives AI Valuegartner.com
- 9Mistral Large 4 preview: 1T-param MoE, open weights due end of Octoberdeai.org
- 10Best AI Model Predictions: Anthropic, Gemini and OpenAI Oddsdefirate.com
- 11OpenAI resumes training on...? Predictions & Odds 2026polymarket.com
- 12When will AGI happen? What forecasts really say (2026)thesuperintelligencenews.com
2. Price Chart
Historical Price (Probability)
Outcome probability
Date
3. Significant Price Movements
Notable price changes detected in the chart, along with research into what caused each movement.
Outcome: Above 162 T tokens
📈 October 07, 2026: 52.0pp spike
Price increased from 21.0% to 73.0%
What happened: The provided research does not identify a primary driver for a 52.0-percentage-point spike in the "OpenRouter token usage in Oct 5–11" prediction market on October 7, 2026. No reliable source ties this specific market movement to a contemporaneous news event or social media catalyst [1][2][3]. The examples of 52.0pp movements cited in the research pertain to other prediction markets and dates, such as an OpenAI-agent market or a Claude Opus market [1][2][3]. Therefore, based on the available information, social media, traditional news, or market structure factors cannot be identified as primary drivers or contributors to this specific reported price move.
Outcome: Above 168 T tokens
📉 October 06, 2026: 66.0pp drop
Price decreased from 87.0% to 21.0%
What happened: While the precise 66.0 percentage point drop for the "Above 168 T tokens" market is not fully substantiated, comparable thresholds experienced significant 24-hour declines around October 6, 2026, indicating a broader downward repricing [4][5][6]. This movement was primarily driven by the dissemination of OpenRouter's actual or estimated token usage for the Oct 5-11 week. Independent snapshots and news coverage around October 6 reported usage figures around 164.90T or as low as 146T weekly tokens [7][8][9]. These figures, falling below the 168T threshold, sharply reduced the perceived probability of exceeding it. Social media activity from key figures was not the primary driver; instead, these direct data releases acted as traditional news and announcements.
Outcome: Above 164 T tokens
📈 October 05, 2026: 83.0pp spike
Price increased from 6.0% to 89.0%
What happened: The provided web research does not directly document a specific social media or traditional news catalyst for the 83.0 percentage point spike in the "OpenRouter token usage in Oct 5–11" market [10][11][12][13]. While there was contemporaneous AI news regarding coding agents and new model releases around Oct. 4–6, these reports do not specify a direct link to a sudden surge in OpenRouter token usage expectations of that magnitude [10][11][12][13]. Prior market activity for the Sep. 28–Oct. 4 period indicated high expectations for OpenRouter usage, with large "YES" orders for thresholds up to 164T, suggesting a general bullish sentiment may have contributed to market predispositions, but not a specific spike [14]. Therefore, social media was mostly noise or irrelevant as a primary driver for this particular price movement, based on the available information.
Sources (14)
- 1Will there be no next Google Gemini Pro model release by September 30, 2026? — 59% | Orrery market check | Orreryorrery.me
- 2News — top prediction-market moverspdata.world
- 3Will the next Claude Opus model be released on July 23, 2026? — 87% | Orrery market check | Orreryorrery.me
- 4Will OpenRouter token usage for Oct 5–11, 2026 be above… | Frenzy Capitalfrenzycap.com
- 5Will OpenRouter token usage for Oct 5–11, 2026 be above… | Frenzy Capitalfrenzycap.com
- 6Will OpenRouter token usage for Oct 5–11, 2026 be above… | Frenzy Capitalfrenzycap.com
- 7OpenRouter Provider Revenue — 2026-10-06 — jimmy·researchjimmyresearch.com
- 8OpenRouter Rankings: Most-Used AI Models (October 2026) | Tokenmaxxingtokenmaxxing.com
- 9OpenRouter hits 146 trillion tokens a week, up… · AGI Huntagihunt.info
- 10AI Search News, Week of Oct 5, 2026 | The Shiftagencyaeo.com
- 11Edition 031 — The frontier lineup settles, the robots go on tour, and AI slop breaks the bug bounties — After Intelligencenewsletter.premarcu.com
- 12EAIDaily — October 5, 2026woloveai.cn
- 13LLM Meter — Week of Oct 4, 2026implicator.ai
- 14OpenRouter token usage in Sep 28–Oct 4 — Live Odds | Frenzy Capitalfrenzycap.com
4. Market Data
Contract Snapshot
This market resolves to YES if OpenRouter's total token usage between October 5 and October 11, inclusive, is above 162 Trillion tokens. It resolves to NO if the usage is 162 Trillion tokens or less. The market measures token usage within this specific October 5-11 period, with no special settlement conditions or deadlines mentioned beyond this timeframe.
Market Discussion
On October 7, 2026, market sentiment for OpenRouter token usage during October 5–11, 2026, appeared fragmented: Kalshi-linked odds indicated a generally bullish distribution with probabilities as high as 43% for Above 162T tokens and 29% for Above 182T, while Polymarket's market was more conservative, showing 39% for below 155T tokens and 11% for 185T or more [1]. Trading activity was material, with roughly $61,036 in volume reported for the Kalshi event, and around $15K volume for the Oct 5–11 event in a technology-market index snapshot [2]. The broader narrative suggests rapid OpenRouter growth, driven by agentic and lower-cost model usage, with prior commentary citing weekly growth from 0.4T tokens in December 2024 to over 100T in 2026, and an October forecast of approximately 145.8T for the week of September 21 [3].
5. Trust Index
“Above 170 T tokens” made a sharp jump with almost no trading behind it.
Integrity risk· Thin-volume moves
How it adds up
Integrity80% of score78Good
Market integrity is low (67), but Integrity averages all three scores, so the other two pull it up. Only a critically low score would cap the total.
Trade quality20% of score80Good
Trust score78Good
Weighted blend with hard caps — a critically weak safety pillar, or a severe trading anomaly, caps the total regardless of the rest. Full methodology · About the Trust Index
Trust profile
Integrity4 screens run · 6 don't apply
6. What is the projected weekly token total for Oct 5–11 based on OpenRouter's daily usage data from the first half of the week?
| Projected Weekly Tokens | 165T tokens (October 5–11, 2026) [1][2][3][4] |
|---|---|
| Daily Top Model Usage | 18.8T tokens (October 6, 2026) [1][3][4] |
| Leading Market Threshold | Above 162T (October 5–11, 2026) [1][2][3][4] |
OpenRouter's weekly token usage is projected to reach 165T. Based on daily usage data from the first half of the week, the total projected weekly token usage for OpenRouter from October 5–11, 2026, is approximately 165T tokens [1][2][3][4]. This projection corresponds to a daily pace of roughly 23.5T tokens per day, aligning it with the market's central band of 162T–170T [1][2][3][4].
Daily usage data for OpenRouter provides insights into totals. As of Wednesday, October 7, 2026, OpenRouter's public rankings data was current through October 6 [1][3][4]. The strongest directly reported daily figures for October 6 showed about 18.8T tokens across the listed top models, before the inclusion of lower-ranked models and the long tail [1][3][4]. OpenRouter defines token usage as the sum of prompt and completion tokens, aggregates usage in UTC daily buckets, and its public daily dataset includes the top 50 models plus an aggregated 'other' row [1][3][5]. This means a complete daily total exceeds merely summing the top ten models [1][3][5].
The 165T projection aligns with leading market thresholds. The relevant week, October 5–11, 2026, shows market thresholds visibly clustering around 162T, 164T, 166T, 170T, 180T, and 182T [1][2][3][4]. Market aggregators indicate "Above 162T" as the leading threshold, with higher thresholds having materially lower probabilities [1][2][3][4]. The estimate of 165T tokens for October 5–11 positions this projection near the currently leading 162T threshold, rather than supporting the less probable outcomes above 180T [1][2][3][4].
7. How might Mistral's October 6 preview of its 'Large 4' model act as a catalyst for OpenRouter token usage before the October 11 cutoff?
| Model Public Preview/Availability | October 6, 2026 [1][2] |
|---|---|
| Context Window | 524K–1M-token context [2] |
| Time until October 11 Cutoff | Approximately five days [2] |
Mistral Large 4's OpenRouter availability likely boosted token usage. Mistral's Large 4 model, which publicly debuted on October 6, 2026, was made immediately available through OpenRouter on the same day [1][2]. This instant accessibility introduced a new, very large, multimodal, and long-context model via OpenRouter's unified API. This enabled developers to test the model without needing to alter providers or integration code, which served as the most probable catalyst for increased OpenRouter token usage [2][1][3].
Advanced features of Large 4 amplify potential token consumption. The model launched with impressive features, including a 524K–1M-token context window, tool calling capabilities, structured outputs, and multimodal input [2]. These advanced capabilities, particularly those involving large prompts, agentic or tool-calling loops, image inputs, and long completions, have the potential to significantly amplify tokens per user and, consequently, total platform usage [2]. OpenRouter defines token usage as the sum of prompt and completion tokens, aggregated daily in UTC and by model variant [4].
Short-term impact on OpenRouter token usage was limited. The immediate impact before the October 11 cutoff was likely positive but limited, rather than transformative [2][4][1][3]. This was attributed to several factors: only about five days remained post-launch, the model was still in preview, Mistral's initial market share was small, and other models dominated OpenRouter's rankings [2][4][1][3]. A substantial spike in usage would necessitate high trial volumes, sustained agent workloads, or an unusual number of long-context requests [2][4][1][3]. For the market, Large 4 should be viewed as a potential upside to the total token usage between October 5 and 11, instead of a definitive indication that specific usage thresholds would be surpassed [2].
8. How do the leading models, Space Bunny Alpha and DeepSeek V4.1 Flash, compare in daily usage volume on OpenRouter for the Oct 5–11 period?
| Space Bunny Alpha Tokens (Snapshot 1) | 38.5T tokens [1] |
|---|---|
| DeepSeek V4.1 Flash Tokens (Snapshot 1) | 28.4T tokens [1] |
| DeepSeek V4.1 Flash Tokens (Snapshot 2) | 6.46T tokens [1] |
Specific daily usage volumes for the models remain unavailable. The provided research does not include precise daily usage volumes for Space Bunny Alpha and DeepSeek V4.1 Flash on OpenRouter for the period of October 5–11. However, OpenRouter's rankings page offered comparative token usage for various displayed periods. In one instance, Space Bunny Alpha recorded 38.5T tokens compared to DeepSeek V4.1 Flash's 28.4T tokens, indicating Space Bunny held a lead of 10.1T tokens, or approximately 35.6% more [1]. Conversely, another snapshot showed DeepSeek V4.1 Flash leading with 6.46T tokens, while Space Bunny Alpha registered 4.2T tokens, demonstrating a reversal in the lead [1].
OpenRouter's token rankings are dynamic and period-dependent. These rankings are subject to updates and can change depending on the timeframe displayed [1]. Prediction market settlements for the week beginning October 5, 2026, are based on the total tokens presented in OpenRouter's Top Models chart, with weeks running from Monday 00:00 UTC through Sunday 23:59 UTC. These figures are capable of updating until the subsequent week's data appears [2]. Additionally, Space Bunny Alpha was reportedly withdrawn upstream on October 5, 2026 [3]. This suggests that any usage during the October 5–11 resolution week might have been concentrated on October 5 before potentially declining or ceasing. Despite these contextual factors, the research does not provide specific daily usage data for either model during the designated week.
9. What is the official data release timeline and methodology for OpenRouter's weekly stats, and what are Kalshi's fallback rules for the Oct 5–11 market settlement?
| OpenRouter Weekly Usage | Defined as prompt_tokens + completion_tokens through OpenRouter API [1] |
|---|---|
| Data Aggregation | UTC daily buckets, summed by model variant [1] |
| Kalshi Market Rules (Oct 5-11) | Not available in provided sources, exact fallback deadline/outcome cannot be verified [2][3][4][5] |
OpenRouter's weekly model usage metrics are based on aggregated token consumption. The platform defines token usage as the sum of prompt_tokens and completion_tokens processed through its API [1]. This data is collected in daily UTC buckets, aggregated by model variant, and explicitly excludes specific traffic [1]. While OpenRouter's official Data API provides continuous updates, the 'This Week' window on its rankings page presents a seven-day period that concludes with the most recently completed UTC daily bucket [1][6][7][8]. It is important to note that token counts originate from each upstream provider's tokenizer, meaning they are not directly comparable across different providers on a tokenizer-equivalent basis [7][9].
Specific Kalshi market rules for Oct 5–11 usage are currently unconfirmed. For the Kalshi event, 'OpenRouter token usage in Oct 5–11' (ticker path KXTOKENUSE-26OCT12), the full official rule text, including its exact fallback deadline and outcome, is not available in the provided search results [2][3][4][5][10][11][12]. Consequently, verification of these critical details for this particular market cannot be confirmed from the returned sources [2][3][4][5]. Kalshi's general policy indicates that each market's own market-page rules govern the outcome and identify the authoritative verification source, with settlement typically occurring shortly after expiration but subject to data availability and manual review [13][14].
Sources (14)
- 1LLM Rankings | OpenRouteropenrouter.ai
- 2OpenRouter AI token usage Sep 28 to Oct 25? - Cotes Polymarket | CoinRithmcoinrithm.com
- 3OpenRouter AI token usage Sep 28 to Oct 25? - Polymarket Quoten | CoinRithmcoinrithm.com
- 4#2 AI lab by OpenRouter market share week of September 28? - Result: Google | CoinRithmcoinrithm.com
- 5#3 AI lab by OpenRouter market share week of October 5? - Polymarket Odds | CoinRithmcoinrithm.com
- 6Daily token totals for top 50 models - OpenRouter | Documentationopenrouter.ai
- 7https://openrouter.ai/docs/agent-sdk/typescript/api-reference/datasetsopenrouter.ai
- 8Data API - Rankings, Benchmarks, App Analytics, and Task Classificationsopenrouter.ai
- 9https://openrouter.ai/docs/client-sdks/go/sdks/datasets/READMEopenrouter.ai
- 10OpenRouter token usage in Oct 5–11kalshi.com
- 11Will OpenRouter token usage for Oct 5–11, 2026 be above… | Frenzy Capitalfrenzycap.com
- 12OpenRouter token usage in Oct 5–11 2026 Odds | Kalshipredictmarketcap.com
- 13Market Rules | Kalshi Help Centerhelp.kalshi.com
- 14Market Settlement - API Documentationdocs.kalshi.com
10. How do the implied probability distributions from Kalshi's 'Above' contracts and Polymarket's bracket market for Oct 5-11 token usage differ?
| Kalshi Above 162T (Oct 5-11) | 43% (Oct 7, 2026) [1][2] |
|---|---|
| Kalshi Above 182T (Oct 5-11) | 29% (Oct 7, 2026) [1][2] |
| Polymarket 675-725T bracket (Sep 28-Oct 25) | 29.6% (Oct 7, 2026) [3][4] |
Direct comparison of Kalshi and Polymarket implied probabilities is hindered by key differences. Kalshi's 'Above' contracts for OpenRouter token usage covered the period of October 5-11, employing cumulative 'Above' thresholds. In contrast, the retrieved Polymarket data pertained to a different four-week aggregate period from September 28 to October 25, utilizing mutually exclusive brackets. No specific probabilities for an October 5-11 bracket were found in the Polymarket data [1][3].
Kalshi's market provided specific 'Above' implied probabilities for Oct 5-11. As of October 7, 2026, the Kalshi market for OpenRouter usage between October 5 and October 11 implied a 43% probability for usage Above 162T, and a 29% probability for usage Above 182T. Other implied probabilities included 24% for usage Above 164T, 19% for Above 166T, and 11% for Above 170T [1][2]. It is important to note that the source for these Kalshi thresholds was internally inconsistent, suggesting they should be considered a live snapshot rather than an arbitrage-free curve [1].
Polymarket data for OpenRouter AI token usage covered a broader period. The available Polymarket data related to an aggregate four-week market for OpenRouter AI token usage from September 28 to October 25. On October 7, 2026, the leading 675–725T bracket for this aggregate market was priced at 29.6% [3][4]. Methodologically, Kalshi 'Above' prices represent the probability P(X>threshold), while Polymarket bracket prices represent the probability P(a[1][3].
Sources (4)
- 1OpenRouter token usage in Oct 5–11 2026 Odds | Kalshipredictmarketcap.com
- 2Kalshi Science and Technology Odds Today: 171 Open Markets | Kalshi Viewkalshiview.com
- 3OpenRouter AI token usage Sep 28 to Oct 25? - Polymarket Quoten | CoinRithmcoinrithm.com
- 4OpenRouter AI token usage Sep 28 to Oct 25? - Cotes Polymarket | CoinRithmcoinrithm.com
11. What Could Change the Odds
Key Catalysts
As of October 7, 2026, the OpenRouter token-usage market for October 5–11 centered in the mid-160T range [1][2][3][4]. Kalshi showed probabilities of 43% for usage above 162T, 24% for above 164T, 19% for above 170T, 18% for above 180T, and 29% for above 182T [1][2][3]. Polymarket’s bracket market indicated 32% for 165–175T, 28% for 155–165T, and 28% for below 155T [4]. The market measures OpenRouter’s public AI Model Rankings weekly total, aggregating prompt and completion tokens in UTC [2][3][5][6]. The observation window runs October 5–11 [1][2][3][4]. The prior week, September 28–October 4, recorded OpenRouter volume at about 165.9T tokens [6][7][8][9].
Bullish catalysts for an Oct 5–11 total above roughly 162–165T include the continuation of the prior week’s 165.9T baseline [6][7][8][9]. Rapid growth in high-volume models such as Space Bunny Alpha, DeepSeek V4.1 Flash, MiMo-V2.6-Flash, and GPT-6 Luna also presents an upside [6][7][8][9]. Any major model release or routing shift during the week could further increase volume [6][7][8][9]. Related prediction market catalysts for October include possible official model releases tracked by Manifold [10]. A Claude Haiku 4.6-or-higher release question showed a 10.1% Yes probability on October 7 [11]. End-of-October model-leadership markets on October 7 indicated Google/Gemini leading with approximately 67–68% versus Anthropic/Claude near 28–29% [12][13].
Bearish catalysts involve a reversal in the largest models’ token growth [6][7][8][9]. Declines seen in GLM 5.3 Flash and Tencent Hy4 preview during the prior week also signal downside risk [6][7][8][9]. Model substitution or outages could further depress usage [6][7][8][9]. The market is platform-specific, excluding private requests, and does not measure overall AI demand, model quality, revenue, or global market share [6][7][8][9]. An Anthropic Vercel AI-Gateway spend question for October 10 is another relevant October AI prediction-market catalyst, with a scheduled resolution on October 11 [14].
Key Dates & Catalysts
- Expiration: October 19, 2026
- Closes: October 12, 2026
Sources (14)
- 1OpenRouter token usage in Oct 5–11 2026 Odds | Kalshipredictmarketcap.com
- 2OpenRouter token usage in Oct 5–11 - Kalshi Odds | CoinRithmcoinrithm.com
- 3OpenRouter token usage week of October 5?probsee.com
- 4OpenRouter token usage week of October 5?polymarket.com
- 5Daily token totals for top 50 models - OpenRouter | Documentationopenrouter.ai
- 6LLM Rankings | OpenRouteropenrouter.ai
- 7OpenRouter Weekly Token Volumethelatent.co
- 8OpenRouter Top Models (Oct 2026): Rankings & Pricesteamday.ai
- 9Four Chinese models take four of OpenRouter’s top five weekly slots | China AI Wirechinaaiwire.com
- 10October 2026 AI model releases | Manifoldmanifold.markets
- 11Will the next Claude Haiku (4.6+) model be released by October 7, 2026?app.vultax.com
- 12Best AI Model End October 2026 Odds | Polymarket & Kalshipredictmarketcap.com
- 13Best AI in Oct 2026? · Gemini 70% (+8pp) — Kalshi oddspdata.world
- 14Anthropic share of spend on Oct 10, 2026 (Vercel) - Kalshi Odds | CoinRithmcoinrithm.com
13. Historical Resolutions
Historical Resolutions: 20 markets in this series
Outcomes: 12 resolved YES, 8 resolved NO
Recent resolutions:
- KXTOKENUSE-26OCT05-T170: NO (Oct 05, 2026)
- KXTOKENUSE-26OCT05-T168: NO (Oct 05, 2026)
- KXTOKENUSE-26OCT05-T166: NO (Oct 05, 2026)
- KXTOKENUSE-26OCT05-T164: YES (Oct 05, 2026)
- KXTOKENUSE-26OCT05-T162: YES (Oct 05, 2026)
