forecasting
agent
← back to scans

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

kalshiScience and Technology·2026-10-02·view on kalshi ↗
72%
Agent
72%
Market Price
-0.2%
Edge
61%
Confidence
2,610
Volume
7.0c
Spread
28
Days to resolution
9
Markets in event
final rationale
Mean of 5 draws (0.74, 0.74, 0.70, 0.70, 0.71). (0) The market is not resolved. It settles on the Arena Code Arena leaderboard snapshot at 10:00am ET on Oct 31. As of Sept 23–Oct 2, multiple sources, including Arena's own snapshot and changelog, show Claude Opus 5.5 Max at #1 on Code Arena: WebDev. It has about 1,818 points, versus GPT-6 Astra Max at about 1,792 and Claude Sonnet 5.5 xHigh at about 1,786. (a) About 29 days remain. (b) If nothing changes, Claude stays #1 and the market resolves Yes. The newest entrants did not displace it: GPT-6.1 Sol came in at #3–4 and Gemini 4 Argon High at about #8. (c) NO: Google ships a stronger Max/coding variant of Gemini 4 Argon, or OpenAI releases a new model that tops WebDev by late October. Accumulating votes could also flip Astra past Opus, since the 26-point gap had overlapping intervals early on. A further risk is that Kalshi reads a different sub-board (e.g., Fullstack) with a different leader. (d) YES: no frontier release lands on the board before Oct 31, or Anthropic's own releases keep the top spot. OpenAI's reported abandonment of an upcoming model on safety grounds slightly lowers the OpenAI threat. I anchor on Kalshi's 72% (bid 71 / ask 78). I nudge up slightly for the persistent and widening Claude cluster at the top and the OpenAI pullback. I temper that for the board's high crown churn (about 17 changes in 25 months), Google's evident push on coding, and the board-definition ambiguity.
price vs. prediction
market price agent forecast at t+0
16 follow-ups
1. Planner Opus 5.5 · picks the research tools
Tools chosen: kalshi_direct resolution_source kalshi_related polymarket_related article_search
Planner reasoning
The market resolves on the LMArena WebDev/Code Arena leaderboard, so the resolution source's current rankings and score gaps are the key input, and the Kalshi price is the anchor. Related markets on Kalshi and Polymarket (top AI model, coding leaderboard) give cross-venue signals. A targeted news search for imminent model releases (Gemini, GPT, Claude) checks for upcoming changes to the rankings.
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): 72.00% (live; bid 71% / ask 78%) - Last daily close (2026-10-02): 71.00% - 7-day price change: -4.00% - 30-day price change: -4.00% - Average daily volume: 341 contracts - Price range: 71.00% - 76.00% - Data points: 2 days - resolution_source: already_resolved=unclear; matches_criteria=False; last_updated=unknown (blog posts reference dates up to September 16, 2026, but leaderboard rankings have no explicit timestamp). The fetched Arena page shows 'Best Overall' rankings led by Anthropic Claude Fable 5.1 (Max) at 14.55% and Claude Opus 5.5 (High) at 13.78%, with GPT 6 Astra (Max) third. For WebDev specifically, GPT 6.1 Sol is listed as - kalshi_related: 0 related markets / summaries. series KXTECHRANKLISTAICODE: 0 markets (skipped 18 no-signal) | series KXTOPMODEL: 0 markets (skipped 10 no-signal) | keyword 'top AI model': no matches | keyword 'coding AI': no matches - polymarket_related: Polymarket search over 3 keyword(s), kept 5 matches. keyword 'best AI model': 5 markets | keyword 'coding model': 0 markets | keyword 'LMArena': 0 markets - article_search: Fetched 14 unique articles across 2 queries (lookback=21d). 'new model release October 2026 Gemini GPT Claude coding': 8 articles | 'LMArena WebDev leaderboard new top model': 8 articles Research loops, bottom lines - current state: As of the most recent confirmed snapshots (through October 1, 2026), Anthropic's Claude Opus 5.5 holds the #1 position on Arena's Code Arena: WebDev leaderboard (1,818 pts), having retaken the top spot from OpenAI's GPT-6 Astra on September 23, 2026; no subsequent change in leadership has been reported, suggesting Claude is well-positioned to remain #1 through October 31, 2026, though the category has shown frequent (multiple-times-per-month) crown changes in 2026 and GPT-6 Astra remains statist - base rate: Historically the Arena coding-specific leaderboard is unusually volatile (about 17 crown changes in ~25 tracked months, faster turnover than the overall board), and in 2026 the #1 spot on the most literal "Code/Frontend" board has already swung from Claude to Kimi K3 (July) to GPT-6 Astra (September) — though Claude models have more often led the "Text Arena > Coding" category sub-leaderboard and dominate most other Arena categories. The base rate therefore favors Claude being a top contender bu - yes case: Every confirmed snapshot from September 23 through October 2, 2026 — including the most recent live fetch of arena.ai's own leaderboard page — shows Claude Opus 5.5 holding #1 on Code Arena: WebDev with a meaningful (26-30+ point) margin over OpenAI's best model, and even OpenAI's newest release (GPT 6.1 Sol) landing at #4, behind two Claude variants; absent an unreported new release before October 31, the clearest path to YES is simply that this status quo persists. - no case: The strongest NO case rests on demonstrated high-frequency crown-churn on this specific leaderboard (three different leaders in five weeks), the simultaneous Oct 1 arrival of two fresh frontier contenders (GPT-6.1 Sol at a close #3, and a likely-to-improve Gemini 4 Argon) right as the market opened, and OpenAI's rapid release cadence — all of which keep a realistic path open for Claude to be displaced, or only tied, by Oct 31 at 10:00am ET.
tools
toolstatustimeitemssummary
kalshi_direct OK 0.2s 1 ## This Market's Kalshi Data **Claude** (KXTECHRANKLISTAICODE-26OCT31-CLAU) - Current price (probability): 72.00% (live; bid 71% / ask 78%) - Last daily close (2026-10-02): 71.00% - 7-day price change: -4.00% - 30-day price change: -4.00% - Average daily volume: 341 contracts - Price range: 71.00%
resolution_source OK 8.0s 1 already_resolved=unclear; matches_criteria=False; last_updated=unknown (blog posts reference dates up to September 16, 2026, but leaderboard rankings have no explicit timestamp). The fetched Arena page shows 'Best Overall' rankings led by Anthropic Claude Fable 5.1 (Max) at 14.55% and Claude Opus 5.
kalshi_related OK 0.7s 0 0 related markets / summaries. series KXTECHRANKLISTAICODE: 0 markets (skipped 18 no-signal) | series KXTOPMODEL: 0 markets (skipped 10 no-signal) | keyword 'top AI model': no matches | keyword 'coding AI': no matches
polymarket_related OK 0.5s 5 Polymarket search over 3 keyword(s), kept 5 matches. keyword 'best AI model': 5 markets | keyword 'coding model': 0 markets | keyword 'LMArena': 0 markets
article_search OK 46.6s 14 Fetched 14 unique articles across 2 queries (lookback=21d). 'new model release October 2026 Gemini GPT Claude coding': 8 articles | 'LMArena WebDev leaderboard new top model': 8 articles
research loops · 4/4 ok · 17 searches · 9 page reads
dimensionstatustimesearchespage readsreport
current state OK 41s 6 2 4386 chars
base rate OK 33s 4 2 4498 chars
yes case OK 26s 2 3 3802 chars
no case OK 38s 5 2 4249 chars
report: current state
- [2026-09-03] GPT-6 Astra (OpenAI) launched and took #1 on Arena's Code Arena: WebDev leaderboard with a score of 1,797, putting 35 points of daylight between itself and Anthropic's Claude Fable 5.1, which sits at 1,762 . (cryptobriefing.com, x.com/arena) - [2026-09-16] Arena.ai's own account confirmed in the Code Arena: WebDev, OpenAI's GPT-6 Astra (Max) was ranked #1 (1800 pts), and Claude Fable 5.1 (Max) was ranked #2 (1758 pts) , though Fable 5.1 won more head-to-head battles against Astra despite the lower rank. (x.com/arena) - [2026-09-22] Anthropic released Claude Opus 5.5, and Claude Opus 5.5 moved into first place in Code Arena: WebDev with 1,818 points, passing GPT-6 Astra by 26 points . (remio.ai) - [2026-09-23] Per Arena's own snapshot, Claude Opus 5.5 Max was placed first with 1,818 points, GPT-6 Astra Max followed with 1,792, while Claude Fable 5.1 Max held third place with 1,755 ; Opus 5.5 also ranked first in four WebDev domains: brand and marketing, reference-based design, data and analytics, and simulations and gaming . Note the score intervals overlap due to fewer votes for the new model. (remio.ai) - [2026-10-01] Arena's official leaderboard changelog shows the most recent Code Arena update: claude-sonnet-5.5-xhigh has been added to the Code Arena: WebDev leaderboard , and the Code Arena Fullstack leaderboard is now live, showing overall rankings across AI models on full-stack web development tasks . (arena.ai/company/leaderboard-changelog) - [2026-10-01] The live arena.ai Code Arena: WebDev page shows 838,388 votes across 138 models as of that date, confirming the board remains very active with frequent re-ranking just before the market's resolution window. (arena.ai/leaderboard/code/webdev) - [2026-09-02 snapshot, published 2026-09-02] A third-party Arena-data tracker's category breakdown (sourced from the official Arena/HuggingFace leaderboard dataset) states that in Coding, claude-opus-4-7-high (anthropic) leads at 1552 Elo with 241 Elo gained and 17 crown changes over 25 months — an older, separate (non-WebDev) "Code Arena" text-based coding category snapshot predating the September Opus 5.5/Astra battle. (benchlm.ai) - [2026-07-26] Earlier in the cycle, Moonshot's open-weight Kimi K3 had briefly taken #1 on the Frontend/Code Arena WebDev board at 1,679, ahead of Claude Fable 5 (1,631) and GPT-5.6 Sol (1,618), the first open model to top a coding arena board before being overtaken by subsequent proprietary releases. (localaimaster.com) - [2026-09-22, reported ~2026-09-24] A roundup citing Arena data lists Claude Opus 5.5 as "Best coding overall... #1 Arena WebDev (1820) and #1 Intelligence Index" , with GPT-6 Astra noted as "#2 WebDev (1792)" and "#1 Arena image-to-WebDev." (felloai.com) - [2026-09-30/10-01, dated 1 day old] An aggregator leaderboard site states "Based on coding-arena performance — the most discriminating signal at the frontier — Claude Opus 5 currently leads" in its own composite "coding-arena" metric, though this is a secondary aggregator, not the primary arena.ai page. (llm-stats.com) - [2026-10-02 as of report] No evidence found of any model displacing Claude Opus 5.5 atop the Code Arena: WebDev leaderboard since its September 23 ascent; the most recent official changelog entry (Oct 1) only adds a new Claude Sonnet 5.5 variant to the board and launches a separate "Fullstack" sub-leaderboard, with no announced change in the #1 position. BOTTOM LINE: As of the most recent confirmed snapshots (through October 1, 2026), Anthropic's Claude Opus 5.5 holds the #1 position on Arena's Code Arena: WebDev leaderboard (1,818 pts), having retaken the top spot from OpenAI's GPT-6 Astra on September 23, 2026; no subsequent change in leadership has been reported, suggesting Claude is well-positioned to remain #1 through October 31, 2026, though the category has shown frequent (multiple-times-per-month) crown changes in 2026 and GPT-6 Astra remains statistically close. NOT FOUND: The exact, live, non-filtered "Code Arena" Overall (non-WebDev, non-Agent) ranking table as it stands on October 2, 2026 could not be directly fetched from arena.ai (search snippets returned only individual model-detail fragments rather than the full current top-10 table); also could not confirm whether any newer model release between October 1–2, 2026 has already altered the ranking.
report: base rate
- [2026-09-02] Independent tracker BenchLM's analysis of the official Arena Leaderboard Dataset shows that across 41 monthly snapshots since May 2023, the Arena's #1 model overall "changed 19 times among 7 providers," while the Coding category specifically has seen "17 crown changes" across only "25 months tracked" — i.e., the coding leaderboard crown changes hands roughly twice as often (relative to months tracked) as the overall leaderboard, making month-to-month #1 status volatile. https://benchlm.ai/llm-leaderboard-history - [2026-09-02] In the most recent full snapshot (Sept 2026) on BenchLM's processing of the official Arena dataset, the coding-category #1 was "claude-opus-4-7-high (anthropic)" at Elo 1552, with Anthropic models also occupying several of the next ranks, indicating Claude held the Text-Arena "Coding" category crown as of early September 2026. https://benchlm.ai/llm-leaderboard-history - [2026-07-16] On arena.ai's separate "Frontend Code Arena" (WebDev) leaderboard, Moonshot's open-weight Kimi K3 displaced Claude at #1, scoring 1,679 vs Claude Fable 5's 1,631, becoming "the first open model to top a coding board" — demonstrating that non-Claude models have taken the top coding-arena slot before. https://cryptobriefing.com/kimi-k3-moonshot-ai-frontend-code-arena/ - [2026-09-22] By mid/late September 2026, the Frontend Code Arena crown had changed again: "GPT-6 Astra (Sep 3) became OpenAI's flagship and took #1 on the Frontend Code Arena from Kimi K3, which now ranks 7th," showing the coding-specific board had moved to an OpenAI model, not Claude, just weeks before the question's trading window opened. https://www.morphllm.com/best-ai-model-for-coding - [2026-09-02] Over the dataset's history, Anthropic has held the overall Arena #1 crown "9 months (22%)" versus OpenAI's "15 months (37%)" and Google's "8 months (20%)," establishing Anthropic/Claude as a strong but not dominant base-rate contender for any given #1 slot across the full history. https://benchlm.ai/llm-leaderboard-history - [2026-09-02] Separately, other Arena category boards (Text, Hard Prompts, Multi-Turn, Instruction Following) were, as of the Sept 2026 snapshot, mostly topped by Claude variants (claude-opus-4-6-high, claude-fable-5), suggesting Claude currently has broad across-category strength beyond just coding, which raises the prior that it also leads the specific "Code Arena" board referenced in the question. https://benchlm.ai/llm-leaderboard-history - [2026-10-01] A September 2026 blog aggregator (swfte.com) reported mixed signals: "the coding Arena (Claude Opus 4.8 now leads at ~1582 Elo, ahead of Opus 4.7 at 1567)" for one board flavor, while a different article on the same domain cites Kimi K3 leading "six of seven front-end domains" on the Frontend Code Arena — underscoring that "Code Arena" has multiple sub-leaderboards (Text/Coding category vs. WebDev/Frontend) that can show different leaders simultaneously. https://www.swfte.com/lmarena - [2026-01-28] Arena.ai rebranded from "LMArena" to "Arena" in January 2026, and continues to publish a live, frequently-updated "Code Arena" leaderboard (arena.ai/leaderboard/code) as the presumed authoritative source the market rules reference, with new models being added to it on a roughly weekly cadence per its official changelog. https://arena.ai/company/leaderboard-changelog BOTTOM LINE: Historically the Arena coding-specific leaderboard is unusually volatile (about 17 crown changes in ~25 tracked months, faster turnover than the overall board), and in 2026 the #1 spot on the most literal "Code/Frontend" board has already swung from Claude to Kimi K3 (July) to GPT-6 Astra (September) — though Claude models have more often led the "Text Arena > Coding" category sub-leaderboard and dominate most other Arena categories. The base rate therefore favors Claude being a top contender but not a lock, since coding-specific leadership flips hands more often than other categories and non-Anthropic models have held it for stretches within the last three months alone. NOT FOUND: The exact, current (as of Oct 2026) #1 model on arena.ai's specific "Code Arena" board as referenced by the Kalshi question's precise wording could not be confirmed live (fetch of arena.ai/leaderboard/code returned a stale/partial, seemingly mis-sorted snapshot); no official Arena.ai statement defining which exact sub-board ("Code Arena | WebDev Overall" vs "Text Arena > Coding") the Kalshi rules intend was found.
report: yes case
YES means: Claude (a model from Anthropic) is ranked #1 on Arena.ai's Code Arena leaderboard at 10:00am ET on October 31, 2026. - [2026-09-23] Arena's own snapshot placed Claude Opus 5.5 Max first with 1,818 points, GPT-6 Astra Max second with 1,792, and Claude Fable 5.1 Max third with 1,755 , confirming Claude's ascent to #1 on the WebDev board with a clear, non-overlapping-looking margin over the nearest non-Anthropic rival. - [2026-10-01] A fresh article confirms the ranking has held for over a week: "The top spot belongs to Claude Opus 5.5 Max, which scored approximately 1818 to 1820 points. In second is OpenAI's GPT-6 Astra Max, at around 1792 points." - [2026-10-01] The same piece shows Anthropic now occupies two of the top three slots, not just #1: Anthropic's Claude Sonnet 5.5, running with xHigh reasoning, scored 1786 points to land in third place , meaning OpenAI's best entry is sandwiched between two Claude variants. - [2026-10-01] The article explicitly quantifies Claude's lead over the newest credible Anthropic challenger, stating "Opus 5.5 Max holds a lead of more than 30 points over Sonnet 5.5 there, a wider gap than the one separating Sonnet from second place" — i.e., Claude's own internal gap to #2 (Sonnet 5.5) exceeds GPT-6 Astra's gap to #3, underscoring Opus 5.5's buffer at the top. - [2026-10-02, live page] Arena's own leaderboard overview page (fetched directly) lists new-release positions showing OpenAI's newest model, GPT 6.1 Sol is #4 in WebDev · Max , and Anthropic's own mid-tier model, Claude Sonnet 5.5 is #3 in WebDev · xHigh — meaning OpenAI's very latest model entry did not unseat Claude Opus 5.5 from #1, it only reached #4, one rank behind Anthropic's own Sonnet 5.5. - [2026-10-01] Arena's official changelog shows continued addition of new Claude variants to the WebDev board (claude-sonnet-5.5-xhigh added Oct 1, claude-sonnet-5.5-high added Sept 29) rather than any entry describing a leadership change, consistent with Claude's #1 status persisting through the changelog's most recent update. - [2026-10-01] Pricing context reinforces durability of the lead: Claude Opus 5.5's blended cost advantage was earlier reported as 60% below GPT-6 Astra's, and the newly-confirmed #3 finisher, Sonnet 5.5, is priced at "$2 per million input tokens and $10 per million output tokens," half of Opus 5.5's cost — giving Anthropic a cost-performance cluster at the top that is harder for a single competing release to fully displace across all ranks simultaneously. - [2026-10-02] The live arena.ai leaderboard overview (fetched) also shows Claude models dominating Arena's separate "Best Overall Agents" ranking, with Claude Fable 5.1 (Max) at 14.55% and Claude Opus 5.5 (High) at 13.78% holding the top two slots ahead of GPT-6 Astra (Max) at 12.18% — indicating Anthropic's strength is broad-based across Arena's coding-adjacent boards, not a single-metric fluke. BOTTOM LINE: Every confirmed snapshot from September 23 through October 2, 2026 — including the most recent live fetch of arena.ai's own leaderboard page — shows Claude Opus 5.5 holding #1 on Code Arena: WebDev with a meaningful (26-30+ point) margin over OpenAI's best model, and even OpenAI's newest release (GPT 6.1 Sol) landing at #4, behind two Claude variants; absent an unreported new release before October 31, the clearest path to YES is simply that this status quo persists. NOT FOUND: Could not confirm whether the market's "LM Code Arena Leaderboard" refers specifically to the WebDev sub-board, the newly-launched Fullstack sub-board, or a combined "Overall" Code Arena view, nor could the live Fullstack leaderboard's current #1 be fetched (prior data from August showed Claude Opus 5 leading Fullstack at 1,699-1,725, but no October reading was found).
report: no case
YES means: Claude (an Anthropic model) is NOT the #1-ranked model on Arena.ai's "Code Arena" leaderboard at 10:00am ET on Oct 31, 2026 — i.e., the NO case for the underlying Kalshi contract is that some other provider's model holds (or ties for) the top rank at that specific snapshot. - [2026-10-01] Arena's own changelog confirms that on the same day the market opened, two brand-new frontier-class contenders — OpenAI's gpt-6.1-sol-max and Google's gemini-4-argon-high — were both freshly added to the Code Arena: WebDev leaderboard, meaning the board had not yet finished re-ranking around Claude's Sept 23 ascent when trading began. (arena.ai/company/leaderboard-changelog) - [2026-10-01] Independent reporting on the Gemini 4 Argon launch cites Arena's own figures placing GPT-6.1 Sol at #3 on Code Arena: WebDev with 1,759 points — only 59 points behind Claude Opus 5.5 Max's 1,818, a gap smaller than the ~35–80 point swings that have repeatedly flipped the #1 spot in the preceding two months. (latent.space/p/ainews-gemini-4-argon-gdms-answer) - [2026-09-29] OpenAI's DevDay unveiling of GPT-6.1 Sol claims it "approaches GPT-6 Astra's performance" on agentic coding at one-fifth the price, and OpenAI has now shipped four coding-relevant model releases (Astra, Sol, Sol variants, 6.1 Sol) in under four weeks, showing a release cadence capable of producing another WebDev-leaderboard entrant before Oct 31. (techcrunch.com/2026/09/29/openai-launches-gpt-6-1-sol...) - [2026-10-01] Google's Gemini 4 Argon debuted at only #8 on Code Arena: WebDev (1,679 pts) despite topping Text Arena — but it is explicitly a first-wave "High" variant still in limited "Fairwind" testing, and Google has publicly disputed the "weak at coding" framing, implying a stronger Max/Ultra coding variant could follow within the month. (the-decoder.com/google-gemini-4-argon...; felloai.com/gemini-4-argon) - [2026-10-01] A developer benchmark write-up notes Argon "trails the leaders by a meaningful margin" on Code Arena WebDev specifically, underscoring that Google is actively targeting the coding gap Sundar Pichai called out, i.e., a fast follow-up release is plausible before the market closes. (dev.to/max_quimby/gemini-4-argon-wins-12-of-18-benchmarks...) - [2026-09-23 to present] Within just the 2026 calendar year, Code Arena's WebDev #1 has already rotated among Claude Fable 5.1, GPT-6 Astra, and Claude Opus 5.5 inside a single five-week span (Sept 16 → Sept 23), a turnover rate that, if it continues through Oct 31, gives a non-trivial chance of at least one more flip before the 10:00am ET snapshot. (x.com/arena/status/2096290434700247250) - [2026-10-01] The market's own resolution rules state that if multiple models are tied at #1, the contract resolves at 1/(number tied) rather than a full $1, meaning even a near-tie between Claude and a fast-rising competitor (e.g., GPT-6.1 Sol's 1,759 vs. Opus 5.5's 1,818, well within typical overlapping confidence intervals noted in earlier Arena snapshots) could cap the payout below full "Yes" if scores converge further. - [2026-10-01] Live vote counts on Code Arena: WebDev (838,388 votes across 138 models per the prior day's fetch) show the board still accumulating large numbers of fresh votes daily, which is exactly the mechanism that produced the multiple rank flips already seen since September — more votes on newly added gpt-6.1-sol-max and gemini-4-argon-high rows could still narrow or reverse the current gap before Oct 31. BOTTOM LINE: The strongest NO case rests on demonstrated high-frequency crown-churn on this specific leaderboard (three different leaders in five weeks), the simultaneous Oct 1 arrival of two fresh frontier contenders (GPT-6.1 Sol at a close #3, and a likely-to-improve Gemini 4 Argon) right as the market opened, and OpenAI's rapid release cadence — all of which keep a realistic path open for Claude to be displaced, or only tied, by Oct 31 at 10:00am ET. NOT FOUND: No direct evidence of a model already surpassing Claude Opus 5.5's #1 Code Arena: WebDev position after Oct 1, 2026; no confirmed plans/date for a "Max" or higher-effort Gemini 4 Argon variant or a GPT-6.2/Astra successor that would specifically target Code Arena: WebDev before Oct 31.
3. Forecasters 5 draws · Opus 5.5 + GPT-5.6 Sol · plain mean
claude-opus-5-5
58% conf
Yes 74%
No 26%
(0) The market is not resolved. It settles on the Arena Code Arena leaderboard snapshot at 10:00am ET on Oct 31. As of Sept 23–Oct 2, multiple sources, including Arena's own snapshot and changelog, show Claude Opus 5.5 Max at #1 on Code Arena: WebDev. It has about 1,818 points, versus GPT-6 Astra Max at about 1,792 and Claude Sonnet 5.5 xHigh at about 1,786. (a) About 29 days remain. (b) If nothing changes, Claude stays #1 and the market resolves Yes. The newest entrants did not displace it: GPT-6.1 Sol came in at #3–4 and Gemini 4 Argon High at about #8. (c) NO: Google ships a stronger Max/coding variant of Gemini 4 Argon, or OpenAI releases a new model that tops WebDev by late October. Accumulating votes could also flip Astra past Opus, since the 26-point gap had overlapping intervals early on. A further risk is that Kalshi reads a different sub-board (e.g., Fullstack) with a different leader. (d) YES: no frontier release lands on the board before Oct 31, or Anthropic's own releases keep the top spot. OpenAI's reported abandonment of an upcoming model on safety grounds slightly lowers the OpenAI threat. I anchor on Kalshi's 72% (bid 71 / ask 78). I nudge up slightly for the persistent and widening Claude cluster at the top and the OpenAI pullback. I temper that for the board's high crown churn (about 17 changes in 25 months), Google's evident push on coding, and the board-definition ambiguity.
claude-opus-5-5
60% conf
Yes 74%
No 26%
(0) The condition is not yet met; this resolves on the snapshot at 10:00am ET on Oct 31. Arena's own Sept 23 snapshot and Oct 1 reporting both show Claude Opus 5.5 Max #1 on Code Arena: WebDev at about 1,818, ahead of GPT-6 Astra Max at about 1,792. The newest entrants did not displace it: GPT-6.1 Sol came in around #3-4, Gemini 4 Argon High at #8, and Claude Sonnet 5.5 xHigh sits at #3. (a) About 29 days remain. (b) If nothing changes, Claude stays #1 and the market resolves YES. (c) NO scenario: Google ships a stronger Argon variant aimed at coding, or OpenAI ships another model, and it overtakes Opus 5.5's 26-point lead in October. This board has seen three leaders in five weeks and about 17 coding crown changes in 25 months, and a tie at #1 would also cut the payout. (d) YES scenario: no new frontier coding release beats Opus 5.5 before Oct 31. OpenAI's abandoned release (reported Sept 28) slightly lowers the near-term OpenAI threat. Another risk is ambiguity over which Code Arena view settles it (WebDev vs the new Fullstack board), though Claude is reportedly strong on both. Anchoring on the Kalshi price of 72% (bid 71 / ask 78), I land slightly above it at 74%, because Claude also holds #3 and Argon debuted weak.
claude-opus-5-5
55% conf
Yes 70%
No 30%
(0) The condition is not yet met; it depends on a snapshot taken on Oct 31. As of the latest Arena snapshots and reporting (Sept 23 to Oct 2), Claude Opus 5.5 Max holds #1 on Code Arena: WebDev at about 1,818–1,820. GPT-6 Astra is second at about 1,792 and Claude Sonnet 5.5 xHigh third at 1,786. The newest entrants did not unseat it: GPT-6.1 Sol is around #3–4 and Gemini 4 Argon High debuted at #8. (a) About 29 days remain until the 10:00am ET Oct 31 snapshot. (b) If nothing changes, Claude stays #1 and the market resolves Yes. (c) No: Google ships a stronger Max or coding-tuned Argon variant, or OpenAI releases one of its 'other models coming soon' and it overtakes Opus 5.5. Alternatively, overlapping confidence intervals produce a shared rank-1 that cuts the payout. The coding board has flipped often: about 17 crown changes in 25 months, and three leaders in five weeks this September. (d) Yes: the roughly 26-point lead and Anthropic's depth near the top (Opus, Sonnet and Fable all in the top three to four) hold through the month. That depth also offers a backup if Opus is challenged, since another Claude variant could still take #1. I anchor on Kalshi's 72% (bid 71 / ask 78). I shade slightly lower because of ambiguity over which sub-board settles the market (WebDev, Fullstack or text Coding), the tie-payout rule, and the demonstrated release cadence. Claude's lead on the other coding-adjacent boards partly offsets the sub-board risk.
gpt-5.6-sol
67% conf
Yes 70%
No 30%
(0) The condition is not already resolved: the October 31 snapshot has not occurred, and although September 23 through October 1 evidence places Claude Opus 5.5 first on Code Arena: WebDev at about 1,818 versus GPT-6 Astra at 1,792, the direct resolution-source fetch did not expose the precise Code leaderboard or an explicit timestamp. (a) About 29 days remain until the required October 31, 2026, 10:00am ET observation. (b) If nothing changes, Claude remains #1 and the contract resolves Yes, subject to uncertainty over whether Kalshi intends WebDev, Fullstack, or another Code Arena view. (c) A NO scenario is that continued voting lifts a newly added contender such as GPT-6.1 Sol, or OpenAI or Google releases another model that overtakes Claude; the coding crown has changed 17 times in roughly 25 months and several times recently. (d) A YES scenario is simple persistence: Claude retains its roughly 26-point lead, while the newest observed OpenAI and Google entries fail to reach first place. I anchor on Kalshi's 72% YES price and move slightly down to 70% because the unresolved leaderboard-definition issue and high historical churn modestly outweigh the evidence that Claude currently leads.
gpt-5.6-sol
64% conf
Yes 71%
No 29%
(0) The condition is not already resolved: the October 31 snapshot has not occurred, and although September 23 and October 1 evidence places Claude Opus 5.5 first on Code Arena: WebDev, the fetched resolution source does not expose a clearly dated, definitive Code leaderboard. (a) About 29 days remain until the required October 31, 2026, 10:00am ET observation. (b) If nothing material changes, Claude remains #1 and the contract resolves Yes, supported by its roughly 26-point lead over GPT-6 Astra and the lack of evidence that a newer entrant has displaced it. (c) No occurs if continued voting lifts Astra or a newly added model such as GPT-6.1 Sol above Claude, or if the intended Code/Fullstack board differs from WebDev and has a non-Claude leader. (d) Yes occurs if Claude Opus 5.5's current lead persists, with Anthropic's presence in two of the top three positions providing additional evidence of durable coding strength. I anchor closely to Kalshi's 72% price and shade to 71% because the coding leaderboard has experienced 17 crown changes in roughly 25 months, fresh competitors were added October 1, and the precise sub-board used for resolution remains ambiguous.
4. Final plain mean of 5 draws
72% (61% confidence)
Yes: 72% No: 28%
Mean of 5 draws (0.74, 0.74, 0.70, 0.70, 0.71). (0) The market is not resolved. It settles on the Arena Code Arena leaderboard snapshot at 10:00am ET on Oct 31. As of Sept 23–Oct 2, multiple sources, including Arena's own snapshot and changelog, show Claude Opus 5.5 Max at #1 on Code Arena: WebDev. It has about 1,818 points, versus GPT-6 Astra Max at about 1,792 and Claude Sonnet 5.5 xHigh at about 1,786. (a) About 29 days remain. (b) If nothing changes, Claude stays #1 and the market resolves Yes. The newest entrants did not displace it: GPT-6.1 Sol came in at #3–4 and Gemini 4 Argon High at about #8. (c) NO: Google ships a stronger Max/coding variant of Gemini 4 Argon, or OpenAI releases a new model that tops WebDev by late October. Accumulating votes could also flip Astra past Opus, since the 26-point gap had overlapping intervals early on. A further risk is that Kalshi reads a different sub-board (e.g., Fullstack) with a different leader. (d) YES: no frontier release lands on the board before Oct 31, or Anthropic's own releases keep the top spot. OpenAI's reported abandonment of an upcoming model on safety grounds slightly lowers the OpenAI threat. I anchor on Kalshi's 72% (bid 71 / ask 78). I nudge up slightly for the persistent and widening Claude cluster at the top and the OpenAI pullback. I temper that for the board's high crown churn (about 17 changes in 25 months), Google's evident push on coding, and the board-definition ambiguity.
Pipeline Timing
Total pipeline time: 93.9s
Per-tool research timings shown in the Research section above.