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Top coding AI on October 31, 2026 (Arena.ai)? — Claude

kalshiScience and Technology·2026-10-09·view on kalshi ↗
82%
Agent
81%
Market Price
+1.2%
Edge
66%
Confidence
2,894
Volume
7.0c
Spread
21
Days to resolution
9
Markets in event
final rationale
Mean of 5 draws (0.82, 0.85, 0.81, 0.81, 0.82). (0) Not yet resolved. The Arena.ai Code Arena: WebDev leaderboard snapshot dated Oct 8, 2026 shows claude-opus-5.5-max at #1 (1813). Its rank spread is a clean '1', ahead of gpt-6-astra-max at 1786. The question is whether that holds until the Oct 31, 10:00am ET reading. (a) About 22 days remain. (b) Status quo is Yes: Claude has a 27-point lead with a non-overlapping interval, and Anthropic also holds #3, #5 and #6. The only recent additions (mimo, mistral-large-4) landed far down the board. (c) NO: OpenAI releases its withheld GPT-6.1 Astra or another flagship, or Google ships a broader or stronger Gemini 4 variant. It debuts above 1813 or ties Claude, which would cut the payout to a fraction. Code-category history (17 crown changes in 25 months) makes a flip within three weeks plausible, though not likely. (d) YES: no rival flagship lands before Oct 31, or any new Claude release keeps the crown in Anthropic's hands, as each Claude flagship has done in 2026. The Kalshi anchor is 81% (bid 79 / ask 86), down from a 94% close on Oct 7. I can't find a news cause for that drop, which may reflect thin liquidity or unconfirmed release rumours. I stay close to the market, slightly above mid, because the lead has statistically tightened and no rival launch date has been identified. I keep a meaningful NO share for surprise releases and for ambiguity over which leaderboard is used.
price vs. prediction
market price agent forecast at t+0
9 follow-ups
re-scan context
This market has been scanned before. Previous predictions:
datepredictedmarket priceconfidence
2026-10-02 72% 72% 61%
1. Planner Opus 5.5 · picks the research tools
Tools chosen: kalshi_direct resolution_source kalshi_related polymarket_related article_search
Planner reasoning
This is a Kalshi question, so kalshi_direct gives the price anchor. resolution_source on the LMArena WebDev/Code leaderboard shows who is #1 right now, and that is the main structured signal. kalshi_related and polymarket_related cover sibling contracts and the other venue's price on the same AI leaderboard questions, and one targeted search looks for model releases due before Oct 31.
2. Research parallel tool calls + 4 web research loops (Sonnet 5) · read raw by the forecasters
at a glance
RESEARCH DIGEST (built in code: tool summaries and each report's bottom line; the forecasters read the full tool outputs and reports) Tools - kalshi_direct: ## This Market's Kalshi Data **Claude** (KXTECHRANKLISTAICODE-26OCT31-CLAU) - Current price (probability): 81.00% (live; bid 79% / ask 86%) - Last daily close (2026-10-07): 94.00% - 7-day price change: +5.00% - 30-day price change: +5.00% - Average daily volume: 535 contracts - Price range: 71.00% - 94.00% - Data points: 5 days - resolution_source: already_resolved=unclear; matches_criteria=False; last_updated=Oct 8, 2026. On the WebDev Arena 'Overall' leaderboard (dated Oct 8, 2026), rank #1 is Anthropic's claude-opus-5.5-max with a score of 1813, ahead of OpenAI's gpt-6-astra-max (1786) in rank #2. Anthropic (Claude) models also occupy several other top-10 spots. - kalshi_related: 2 related markets / summaries. series KXTECHRANKLISTAICODE: 0 markets (skipped 18 no-signal) | series KXTOPMODEL: 0 markets (skipped 10 no-signal) | keyword 'top AI model': ok | keyword 'LM Arena': ok - polymarket_related: Polymarket search over 3 keyword(s), kept 5 matches. keyword 'best AI model': 5 markets | keyword 'coding AI': 0 markets | keyword 'LMArena': 0 markets - article_search: Fetched 8 unique articles across 1 queries (lookback=21d). 'upcoming Gemini GPT Claude model release October 2026 WebDev Arena score': 8 articles Research loops, bottom lines - current state: As of the most recent official Arena.ai Code Arena: WebDev snapshot (Oct 8, 2026), Claude (Opus 5.5 Max) holds the #1 rank by a clear if not huge margin over OpenAI's GPT-6 Astra, with Anthropic also holding several other top-10 spots, making it the strong incumbent leader heading into the Oct 31, 2026 resolution date. - base rate: The reference class (Arena Code/WebDev leaderboard) has historically been highly volatile — 17 crown changes in 25 tracked months — but since early 2026 Anthropic's Claude models have been the dominant and most frequent #1 occupant of the Code/WebDev arena, retaking the top spot within days of each new release (Opus 4.6, 4.7, 5, 5.5) and holding it as of the most recent Oct 1, 2026 snapshot, albeit with persistently narrow, overlapping confidence intervals versus GPT-6 Astra that leave room for - yes case: As of the most current live snapshot (Oct 8, 2026), Claude Opus 5.5 Max holds Code Arena: WebDev rank #1 with a non-overlapping rank-spread interval (uniquely "1"), a wider and more statistically confident margin than existed on Oct 1, and no imminent rival launch has been identified before Oct 31 — making an uncontested Claude #1 at resolution the clear base-case path to YES. - no case: The NO case rests on three converging risks inside the Oct 9–31 window: OpenAI is known to be sitting on a withheld, more-capable Astra-class successor and just shipped GPT-6.1 Sol into the top five; Google's Gemini 4 line is still in staged rollout with explicit intent to close the coding gap; and Claude itself has suffered repeated operational outages in early October that could blunt its Arena vote share — any one of which could flip or fractionally dilute the #1 spot before the Oct 31, 10:00
tools
toolstatustimeitemssummary
kalshi_direct OK 0.2s 1 ## This Market's Kalshi Data **Claude** (KXTECHRANKLISTAICODE-26OCT31-CLAU) - Current price (probability): 81.00% (live; bid 79% / ask 86%) - Last daily close (2026-10-07): 94.00% - 7-day price change: +5.00% - 30-day price change: +5.00% - Average daily volume: 535 contracts - Price range: 71.00%
resolution_source OK 9.0s 1 already_resolved=unclear; matches_criteria=False; last_updated=Oct 8, 2026. On the WebDev Arena 'Overall' leaderboard (dated Oct 8, 2026), rank #1 is Anthropic's claude-opus-5.5-max with a score of 1813, ahead of OpenAI's gpt-6-astra-max (1786) in rank #2. Anthropic (Claude) models also occupy sever
kalshi_related OK 4.6s 2 2 related markets / summaries. series KXTECHRANKLISTAICODE: 0 markets (skipped 18 no-signal) | series KXTOPMODEL: 0 markets (skipped 10 no-signal) | keyword 'top AI model': ok | keyword 'LM Arena': ok
polymarket_related OK 0.6s 5 Polymarket search over 3 keyword(s), kept 5 matches. keyword 'best AI model': 5 markets | keyword 'coding AI': 0 markets | keyword 'LMArena': 0 markets
article_search OK 0.3s 8 Fetched 8 unique articles across 1 queries (lookback=21d). 'upcoming Gemini GPT Claude model release October 2026 WebDev Arena score': 8 articles
research loops · 4/4 ok · 14 searches · 7 page reads
dimensionstatustimesearchespage readsreport
current state OK 27s 3 3 3453 chars
base rate OK 33s 3 2 4192 chars
yes case OK 32s 3 1 3877 chars
no case OK 51s 5 1 4848 chars
report: current state
- [2026-10-08] The official Arena.ai Code Arena: WebDev (Overall) leaderboard, fetched directly, shows **claude-opus-5.5-max (Anthropic)** in **rank 1** with a score of 1813 (±15), based on 852,934 total votes across 142 models — https://arena.ai/leaderboard/code/webdev - [2026-10-08] On that same live snapshot, rank 2 is gpt-6-astra-max (OpenAI, 1786) and rank 3 is claude-sonnet-5.5-xhigh (Anthropic, 1774) — https://arena.ai/leaderboard/code/webdev - [2026-10-08] Anthropic occupies multiple top slots beyond #1: rank 3 (Sonnet 5.5 xHigh), rank 5 (Claude Fable 5.1 Max, 1744), rank 6 (Sonnet 5.5 High, 1715), and rank 7 (Opus 5-Max, 1691) — https://arena.ai/leaderboard/code/webdev - [2026-10-08] Arena's official changelog confirms recent Code Arena additions through Oct 7–8, 2026 (mimo-v2.6-flash, mistral-large-4 added to WebDev board on Oct 7), with no new model dethroning Opus 5.5 as of the latest update — https://arena.ai/blog/leaderboard-changelog - [2026-10-01] Arena's October 1 snapshot (reported externally) had placed Claude Sonnet 5.5 (xHigh) in third with 1,786, "just two points behind GPT-6 Astra" for second, while Claude Opus 5.5 Max held first at 1,815±16 — https://www.remio.ai/post/claude-sonnet-5-5-code-arena-debut-lands-two-points-behind-gpt-6-astra - [2026-09-24] Anthropic's Claude Opus 5.5 (released Sept 22, 2026) debuted at #1 on Code Arena: WebDev at 1,818, a reported "+26pt lead ahead of the next best model, GPT-6 Astra (Max)" — https://x.com/i/trending/2103092519475277914 - [2026-09-24] Arena.ai's own account confirmed via social post that Claude Opus 5.5 (Max) "landed #1 in the Code Arena: WebDev with a price 60% lower than the next best model: GPT-6 Astra (Max)" — https://x.com/arena/status/2103110782540255504 - [2026-09-29] Anthropic's Claude Sonnet 5.5 (High) was added to the Code Arena: WebDev leaderboard per the official changelog — https://arena.ai/blog/leaderboard-changelog - [2026-09-22] Anthropic released Claude Opus 5.5, the model now holding #1 on Code Arena; third-party analysis notes it "performs at the level of Claude Fable 5.1 for most tasks" while costing less to run — https://toloka.ai/blog/claude-models-explained/ - [2026-10-08] The official leaderboard changelog shows active competitive pressure: OpenAI's gpt-6.1-sol-max and gpt-6-sol-max, Google's gemini-4-argon-high, and Alibaba's qwen3.8-max-0902 are all newly added and clustered close behind (ranks 2, 4, 8–11), meaning the gap, while real, is not enormous — https://arena.ai/leaderboard/code/webdev - [2026-10-08] The Arena changelog also notes a new "Alignment Index" agent leaderboard launched, unrelated to Code Arena ranking, and no announced methodology change to Code Arena itself since early October — https://arena.ai/blog/leaderboard-changelog NOT FOUND: No announced imminent model launches (e.g., a GPT-6.2, Gemini 4 full release, or new Claude model) specifically scheduled between Oct 9–31, 2026 that would be expected to contest the Code Arena #1 spot before market close; could not confirm any Arena.ai methodology or snapshot-date change planned before Oct 31, 2026. BOTTOM LINE: As of the most recent official Arena.ai Code Arena: WebDev snapshot (Oct 8, 2026), Claude (Opus 5.5 Max) holds the #1 rank by a clear if not huge margin over OpenAI's GPT-6 Astra, with Anthropic also holding several other top-10 spots, making it the strong incumbent leader heading into the Oct 31, 2026 resolution date.
report: base rate
- [2026-09-02] Across 41 monthly Arena snapshots since May 2023, the overall leader has changed hands 19 times among 7 providers, with openai leading for 15 of 41 months (37%), followed by anthropic (9 months) and google (8 months) . This shows no single lab has ever held long uncontested reigns on Arena overall. Source: https://benchlm.ai/llm-leaderboard-history - [2026-09-02] The Code category specifically has been the most volatile tracked category: the coding category leader shows +241 Elo gained, with claude-opus-4-7-high (anthropic) at 1552, across 25 months tracked and 17 crown changes — nearly one crown change every 1.5 months historically. - [2026-02] Per the same historical dataset, Anthropic first took the overall #1 Arena spot with claude-opus-4-6 reaching the 1500 Elo milestone in 2026-02 , marking the start of an extended Anthropic-led period on Arena boards that has largely persisted through 2026. - [2026-07-28] When Claude Opus 5 launched, it immediately topped coding boards: "Claude Opus 5 Max hit number one in the Frontend Code Arena with a preliminary score of 1,725 Elo, ahead of Moonshot AI's Kimi K3 Max at 1,682." This illustrates a consistent pattern in 2026 of new Claude releases quickly re-securing the #1 coding slot within days of launch. - [2026-09-24] By late September 2026, Anthropic's Claude Opus 5.5 was leading the Code Arena WebDev AI model rankings with a substantial lead over competitors, with OpenAI trailing , per a prediction-market tracking tweet. - [2026-10-01] The Code Arena WebDev board was rebuilt/reset around this date; in the October 1 snapshot GPT-6 Astra Max held second place at 1,788... Claude Opus 5.5 Max led at 1,815, with an interval of plus or minus 16 , and Claude Sonnet 5.5 entered in third, showing Claude holding multiple top-tier slots simultaneously just before this question's window opened. - [2026-10-01] Despite Claude's lead, the competitive gap is narrow and rankings carry wide uncertainty bands: Arena expressed this through rank spreads — Sonnet's estimated position ranged from first to fourth, Astra's ranged from second to third, and Opus 5.5, despite holding first place, had a range spanning first through second , meaning statistical ties are common and a new model release from a rival could flip #1 quickly. - [2026-09-02] Historically the "open-weight" tier has occasionally closed the gap to near-zero ( "The closest post-2023 gap was 0 points in 2025-01" ), showing that even non-Claude, non-US models have briefly threatened the top spot in some Arena categories, though not typically the Code Arena specifically for extended periods. - [2026-10-08] The official Arena changelog confirms very frequent model churn on the Code Arena board, with new entrants like claude-sonnet-5.5-xhigh, step-5-preview-high, and claude-opus-5.5-max being added to the Code Arena: WebDev leaderboard within just the first week of October 2026, underscoring how quickly standings can shift as new models are added. - [2026-10-09] The current live arena.ai leaderboard page (fetched today) shows deep Claude saturation of the board, with even a newer lower-tier release landing far down the list — "Claude Haiku 5.5. is #30 in WebDev" — consistent with Claude's flagship Opus/Sonnet variants occupying the top ranks. NOT FOUND: A direct, authoritative count of how many of the ~12+ Code Arena monthly snapshots in 2026 resolved with Claude specifically (vs. other Anthropic-adjacent naming) at exact rank #1; no official Kalshi/Polymarket market history for this specific contract's predecessors (prior Oct/Sept strike resolutions) was located. BOTTOM LINE: The reference class (Arena Code/WebDev leaderboard) has historically been highly volatile — 17 crown changes in 25 tracked months — but since early 2026 Anthropic's Claude models have been the dominant and most frequent #1 occupant of the Code/WebDev arena, retaking the top spot within days of each new release (Opus 4.6, 4.7, 5, 5.5) and holding it as of the most recent Oct 1, 2026 snapshot, albeit with persistently narrow, overlapping confidence intervals versus GPT-6 Astra that leave room for a reversal before Oct 31.
report: yes case
YES means: Claude (an Anthropic model) is ranked #1 on the Arena.ai Code Arena: WebDev (Overall) leaderboard as read at 10:00am ET on October 31, 2026. - [2026-10-08] The live, official Arena.ai Code Arena: WebDev leaderboard (fetched directly) shows claude-opus-5.5-max with a **rank spread of "1" (i.e., 1–1)**, meaning Arena's own statistical methodology now treats Opus 5.5 Max as an uncontested #1 with no overlapping confidence interval versus #2 (gpt-6-astra-max, rank spread 2–3) — a tightening from the Oct 1 snapshot where intervals for #1 and #2 overlapped — https://arena.ai/leaderboard/code/webdev - [2026-10-05] A French-language outlet's October roundup independently confirms the same ordering and scores: Claude Opus 5.5 Max at 1,815 Elo, GPT-6 Astra Max at 1,788, and Claude Sonnet 5.5 xHigh at 1,786, noting Anthropic "conserve la tête du classement général" (keeps the lead of the overall ranking) — https://www.blogdumoderateur.com/ia-meilleurs-modeles-code-developpement-web-octobre-2026/ - [2026-10-08] Anthropic's own Transparency Hub confirms Claude Opus 5.5 (released September 2026) is positioned as Anthropic's current flagship, description: "Claude Opus 5.5 is our new leading model, and early testers saw large jumps in performance on their most complex work" — https://www.anthropic.com/transparency - [2026-10-08] Arena's Series B announcement blog post independently cross-validates Claude's frontier standing outside Code Arena specifically, noting Claude Opus 5.5 is among the highest-scoring models on Arena's new Alignment Index alongside GPT-6.1 Sol and Grok 4.7, indicating Anthropic's current flagship remains broadly competitive across Arena's evaluation suite, not just WebDev — https://arena.ai/blog/policy - [2026-10-08] The Code Arena changelog shows the only additions in the trailing week (mimo-v2.6-flash, mistral-large-4, Oct 7–8) landed far down the board (ranks 16 and 42 respectively per the live table), i.e., no new entrant has come close to challenging Claude's #1 position since the Oct 1 snapshot — https://arena.ai/company/leaderboard-changelog - [2026-10-09] Anthropic's release cadence has been rapid and self-reinforcing: per Wikipedia's Claude page, four Claude 5.x models have shipped since September 1 alone (Fable 5.1, Opus 5.5, Sonnet 5.5, Haiku 5.5), with Haiku 5.5 as recently as October 7, showing Anthropic continuing to refresh its lineup within the trading window, which gives it more "at-bats" to defend or reclaim #1 if challenged — https://en.wikipedia.org/wiki/Claude_(AI) - [2026-10-09] No announced Anthropic competitor launch (GPT-6.2, Gemini 4 full release, or similar) was found scheduled between now and Oct 31 that is positioned to contest Code Arena #1; the most recent rival addition, gpt-6.1-sol-max, already sits well behind at rank 4 (1755) per the live board — https://arena.ai/leaderboard/code/webdev - [2026-10-01] Even third-party coverage skeptical of Claude's durability (noting Sonnet 5.5 beats Opus on a fixed benchmark) concludes "the top spot on human-judged web development" still belongs to Claude Opus 5.5 Max, with a lead "of more than 30 points over Sonnet 5.5" — https://cryptobriefing.com/claude-sonnet-5-5-code-arena-webdev/ BOTTOM LINE: As of the most current live snapshot (Oct 8, 2026), Claude Opus 5.5 Max holds Code Arena: WebDev rank #1 with a non-overlapping rank-spread interval (uniquely "1"), a wider and more statistically confident margin than existed on Oct 1, and no imminent rival launch has been identified before Oct 31 — making an uncontested Claude #1 at resolution the clear base-case path to YES. NOT FOUND: No confirmed OpenAI/Google/other lab announcement of a new flagship model slated for release between Oct 9–31, 2026 that is explicitly aimed at Code Arena; no official Arena statement on a methodology or snapshot-date change before Oct 31.
report: no case
YES means: Claude (an Anthropic model) is ranked #1 on the Arena.ai Code Arena: WebDev leaderboard at 10:00am ET on October 31, 2026. The NO case argues this fails to hold. - [2026-10-08] On the live official leaderboard, the #2 model gpt-6-astra-max trails Claude Opus 5.5 Max by only 27 points (1813 vs 1786), a gap that is not statistically enormous given ±15/±11 point intervals on each entry, leaving room for reordering before Oct 31 — https://arena.ai/leaderboard/code/webdev - [2026-10-02] OpenAI's newest contender, GPT-6.1 Sol (Max), has already climbed into Code Arena WebDev's top tier, and Arena's own account said it "just landed the Code Arena: WebDev at #3 with 1759 pts" at launch, later settling at #4 (1755) — a model barely two weeks old still gaining ground — https://x.com/arena/status/2106109027923140928 - [2026-10-06] Independent reporting notes the "timing is unusual" for OpenAI shipping GPT-6.1 Sol just a week after GPT-6 Sol, and that OpenAI withheld a planned GPT-6.1 Astra because internal testing showed "more deception and a tendency to carry out tasks it had not been authorised to do" — meaning OpenAI has an unreleased, more-capable Astra successor still in its pipeline that could surface before month's end — https://aitoolsreview.co.uk/insights/gpt-6-1-sol - [2026-10-06] Google DeepMind's Gemini 4 Argon, despite ranking only 8th-9th on Code Arena WebDev so far, is explicitly built to close the coding gap, and per Google's own comparison table it already beats Claude Opus 5.5 on DeepSWE v1.1 (77.9% vs 74.2%) — a leading indicator that Google is investing hard in exactly this category — https://kie.ai/blog/gemini-4-argon-vs-claude-opus-5-5 - [2026-10-07] One analysis flagged that Google's rollout of Gemini 4 Argon is still staged (Fairwind Program trusted testers only, broader access "as soon as possible" with no firm date), meaning a wider, stronger "Gemini 4 Pro" or updated Argon variant could still land on the Arena board before Oct 31 and re-rank the coding leaderboard — https://technologyripple.com/2026/10/gemini-4-argon/ - [2026-09-30] Pre-launch industry chatter had explicitly pointed to a full Gemini 4 release window in October 2026 "targeting an October 2026 launch window" meant to beat GPT-6 Astra and Claude Fable 5.1 in coding — a claim only partially fulfilled by Argon so far, leaving open the possibility of a stronger follow-up model this month — https://emergent.sh/news/google-gemini-4-release-date - [2026-10-08] Reliability problems could dent Claude's standing independent of raw capability: one tracker counted "Thirty-five Claude incidents in eight weeks," including Claude Opus 5.5 itself failing on October 6 and a billing fault on October 7 — persistent outages can suppress a model's vote volume or user goodwill on crowd-voted arenas — https://deployflow.co/blog/claude-anthropic-outage-protect-claude-infrastructure/ - [2026-10-08] Anthropic's own status dashboard shows "Degraded Performance" and "Partial Outage" entries recurring on Oct 5–8, 2026 across claude.ai and the Claude Console, indicating ongoing operational instability during the exact window this market is live — https://www.getmaxim.ai/bifrost/provider-status/anthropic - [2026-10-08] The live leaderboard also shows real competitive density below Claude: Alibaba's qwen3.8-max-0902/qwen3.8-max (1674/1672) and multiple fresh OpenAI/Google entrants sit within roughly 150 points of #1, evidence that the coding arena remains a crowded, fast-moving field rather than a settled Claude monopoly — https://arena.ai/leaderboard/code/webdev - [2026-10-08] The resolution's own tie-breaking clause matters mechanically: if a new or updated rival model (e.g., an unreleased GPT-6.1/6.2 Astra or a wider Gemini 4 Pro launch) reaches a statistical tie with Claude Opus 5.5 by Oct 31, the contract could resolve to a fractional $1/(n tied) payout rather than a clean Yes, which is a real risk given how tightly GPT-6 Astra already trails (27 points) — https://arena.ai/leaderboard/code/webdev BOTTOM LINE: The NO case rests on three converging risks inside the Oct 9–31 window: OpenAI is known to be sitting on a withheld, more-capable Astra-class successor and just shipped GPT-6.1 Sol into the top five; Google's Gemini 4 line is still in staged rollout with explicit intent to close the coding gap; and Claude itself has suffered repeated operational outages in early October that could blunt its Arena vote share — any one of which could flip or fractionally dilute the #1 spot before the Oct 31, 10:00am ET snapshot. NOT FOUND: No confirmed announcement of a specific GPT-6.1 Astra, GPT-6.2, or wide Gemini 4 Pro general-availability date before Oct 31, 2026; no evidence yet that any rival model has actually overtaken Claude Opus 5.5 Max on the live Code Arena: WebDev board as of Oct 8–9, 2026.
3. Forecasters 5 draws · Opus 5.5 + GPT-6 Astra + GPT-5.6 Sol · plain mean
claude-opus-5-5 · high effort
62% conf
Yes 82%
No 18%
(0) Not yet resolved. The Arena.ai Code Arena: WebDev leaderboard snapshot dated Oct 8, 2026 shows claude-opus-5.5-max at #1 (1813). Its rank spread is a clean '1', ahead of gpt-6-astra-max at 1786. The question is whether that holds until the Oct 31, 10:00am ET reading. (a) About 22 days remain. (b) Status quo is Yes: Claude has a 27-point lead with a non-overlapping interval, and Anthropic also holds #3, #5 and #6. The only recent additions (mimo, mistral-large-4) landed far down the board. (c) NO: OpenAI releases its withheld GPT-6.1 Astra or another flagship, or Google ships a broader or stronger Gemini 4 variant. It debuts above 1813 or ties Claude, which would cut the payout to a fraction. Code-category history (17 crown changes in 25 months) makes a flip within three weeks plausible, though not likely. (d) YES: no rival flagship lands before Oct 31, or any new Claude release keeps the crown in Anthropic's hands, as each Claude flagship has done in 2026. The Kalshi anchor is 81% (bid 79 / ask 86), down from a 94% close on Oct 7. I can't find a news cause for that drop, which may reflect thin liquidity or unconfirmed release rumours. I stay close to the market, slightly above mid, because the lead has statistically tightened and no rival launch date has been identified. I keep a meaningful NO share for surprise releases and for ambiguity over which leaderboard is used.
claude-opus-5-5 · high effort
66% conf
Yes 85%
No 15%
(0) Not yet resolved. On the official Arena Code Arena: WebDev board dated Oct 8, 2026, Claude Opus 5.5 Max is #1 at 1813, with a rank spread of exactly 1. It leads GPT-6 Astra Max (1786) by 27 points, and Claude models also hold #3, #5, #6 and #7. Claude must still be #1 at the Oct 31, 10am ET reading. (a) About 22 days remain. (b) If nothing changes, the answer is YES: the lead has held since the Sept 22 launch and widened slightly in statistical confidence since Oct 1. The only entrants added in the past week (mimo, mistral-large-4) landed far down the board. (c) NO path: OpenAI ships its withheld GPT-6.1 Astra (or a GPT-6.2), or Google widens the Gemini 4 rollout with a stronger coding variant. That model debuts above 1813 or into a statistical tie before Oct 31. History supports this risk: the Code category has seen 17 crown changes in 25 months. (d) YES path: no rival flagship lands in the window, or Anthropic answers any challenge with another release, as it has after each prior launch in 2026. The Kalshi anchor is 81%, with a 79/86 spread and a 94% close two days ago. I found no news explaining the dip, and no confirmed rival launch date before Oct 31. I land slightly above the mid-price at about 85%, keeping meaningful weight on a surprise launch and on ambiguity about which board is meant.
gpt-6-astra · high effort
67% conf
Yes 81%
No 19%
The condition is not yet resolved: approximately 22 days remain until October 31, 2026 at 10:00am ET, when Claude must occupy the designated leaderboard's #1 position. Arena.ai's October 8 WebDev Overall snapshot shows Claude Opus 5.5 Max leading GPT-6 Astra Max 1813–1786, so unchanged standings imply Yes, provided WebDev is the intended 'LM Code Arena' board. I retain Kalshi's current 81% YES anchor (79% bid/86% ask), because the research supplies no verified, clearly unpriced information warranting a departure. The YES scenario is that Opus maintains its lead or another Claude model replaces it, supported by the reported rank spread of 1 and the absence of a confirmed rival flagship launch before settlement. The NO scenario is an unexpected stronger OpenAI or Google entrant, or a scoring revision that puts an existing rival first in the deadline snapshot. The secondary historical claim of 17 coding-leader changes in 25 months cautions against certainty, but its category comparability is unclear, while the alleged withheld Astra successor and broader Gemini rollout have no confirmed October launch dates. The 19% downside allowance includes unresolved leaderboard-identity and update-timing risks, since settlement follows the designated published ranking rather than underlying coding capability. Publisher-defined ties could also trigger fractional payouts under the supplied rules, although overlapping statistical intervals alone do not establish a settlement tie.
gpt-6-astra · high effort
68% conf
Yes 81%
No 19%
The condition is not yet resolved: Claude must lead at October 31, 2026, 10:00am ET, approximately 22 days from today, rather than merely lead now. I retain Kalshi's live 81% YES anchor (79% bid/86% ask), because the research provides no clearly unpriced evidence warranting a material adjustment. Arena's official October 8 WebDev Overall snapshot places Claude Opus 5.5 Max first at 1813 versus GPT-6 Astra Max at 1786, so an unchanged leaderboard implies YES, provided this is the designated resolution board. The YES scenario is continued incumbency: Claude's roughly 27-point advantage has persisted since late September, its reported current rank spread is uniquely first, and no rival flagship launch before the deadline is confirmed. The NO scenario is a rival release or revised rankings displacing Claude before the snapshot, although claims about a withheld Astra successor and stronger forthcoming Gemini variants are insufficiently verified to drive a large adjustment. The third-party history of 17 coding-leader changes in 25 months warrants caution but is an imperfect reference class, and changes between Claude models would not defeat this contract. Resolution-source identity and update timing remain explicit risks because the source tool did not conclusively establish that WebDev is the specified 'LM Code Arena' leaderboard, and unpublished real-world capability gains do not themselves determine settlement. Official ties could dilute the contract's payout under the stated rules, but overlapping statistical confidence intervals alone do not establish such a tie.
gpt-5.6-sol · high effort
69% conf
Yes 82%
No 18%
(0) The condition is not already resolved: Arena.ai's October 8 Code Arena: WebDev snapshot has Claude Opus 5.5 Max at #1 with 1813 points, but the decisive October 31 snapshot has not occurred and there is some ambiguity over whether WebDev is exactly the leaderboard Kalshi will use. (a) About 22 days remain until October 31 at 10:00 a.m. ET, during which rankings or the model roster can change. (b) If nothing material changes, Claude remains the uniquely ranked leader and the market resolves Yes. (c) No results if GPT-6 Astra erases its 27-point deficit, or if a stronger OpenAI or Google model is added and overtakes Claude before the deadline; Code Arena's historical volatility makes this a meaningful risk. (d) Yes results if Opus 5.5 Max's currently non-overlapping rank-1 position persists, supported by Anthropic occupying several other top slots and no confirmed rival flagship launch before October 31. I anchor near Kalshi's 81% Yes price and move only slightly upward because the latest official snapshot shows a stronger unique rank-1 position than the October 1 snapshot, while retaining substantial downside for leaderboard churn, unannounced releases, and resolution-source ambiguity.
4. Final plain mean of 5 draws
82% (66% confidence)
Yes: 82% No: 18%
Mean of 5 draws (0.82, 0.85, 0.81, 0.81, 0.82). (0) Not yet resolved. The Arena.ai Code Arena: WebDev leaderboard snapshot dated Oct 8, 2026 shows claude-opus-5.5-max at #1 (1813). Its rank spread is a clean '1', ahead of gpt-6-astra-max at 1786. The question is whether that holds until the Oct 31, 10:00am ET reading. (a) About 22 days remain. (b) Status quo is Yes: Claude has a 27-point lead with a non-overlapping interval, and Anthropic also holds #3, #5 and #6. The only recent additions (mimo, mistral-large-4) landed far down the board. (c) NO: OpenAI releases its withheld GPT-6.1 Astra or another flagship, or Google ships a broader or stronger Gemini 4 variant. It debuts above 1813 or ties Claude, which would cut the payout to a fraction. Code-category history (17 crown changes in 25 months) makes a flip within three weeks plausible, though not likely. (d) YES: no rival flagship lands before Oct 31, or any new Claude release keeps the crown in Anthropic's hands, as each Claude flagship has done in 2026. The Kalshi anchor is 81% (bid 79 / ask 86), down from a 94% close on Oct 7. I can't find a news cause for that drop, which may reflect thin liquidity or unconfirmed release rumours. I stay close to the market, slightly above mid, because the lead has statistically tightened and no rival launch date has been identified. I keep a meaningful NO share for surprise releases and for ambiguity over which leaderboard is used.
Pipeline Timing
Total pipeline time: 122.3s
Per-tool research timings shown in the Research section above.