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Will Anthropic have the best Code Arena | WebDev AI at the end of October 2026?
79%
Agent
80%
Market Price
-1.1%
Edge
64%
Confidence
58,011
Volume
5.0c
Spread
30
Days to resolution
30
Markets in event
final rationale
Mean of 5 draws (0.80, 0.79, 0.79, 0.80, 0.79).
price vs. prediction
market price
agent forecast at t+0
17 follow-ups
re-scan context
This market has been scanned before. Previous predictions:
| date | predicted | market price | confidence |
|---|---|---|---|
| 2026-09-18 | 35% | 36% | 52% |
| 2026-09-06 | 28% | 22% | 55% |
| 2026-08-29 | 65% | 60% | 63% |
1. Planner Opus 5.5 · picks the research tools
Tools chosen:
polymarket_direct
resolution_source
polymarket_related
kalshi_related
article_search
Planner reasoning
This is a Polymarket question that resolves on the arena.ai WebDev leaderboard, so polymarket_direct gives the price anchor and resolution_source shows the current standings. Related markets on Polymarket and Kalshi, such as other-company outcomes and the text-arena markets, give cross-venue signals. One targeted search checks for imminent frontier model launches that could take over first place.
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
- polymarket_direct: ## This Market's Polymarket Data **Will Anthropic have the best Code Arena | WebDev AI at the end of October 2026?** - Current price (probability): 80.50% (live; bid 78% / ask 83%) - 7-day price change: +8.00% - 30-day price change: +14.00% - Total volume: $58,011 (USD notional) - Price range: 17.00% - 81.00% - Data points: 50 days
- resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=Sep 30, 2026. The leaderboard snapshot (dated Sep 30, 2026) shows Anthropic's claude-opus-5.5-max in Rank 1 with Score 1818, ahead of OpenAI's gpt-6-astra-max (Rank 2, 1789) and other Anthropic, OpenAI, and other company models.
- polymarket_related: Polymarket search over 3 keyword(s), kept 30 matches. keyword 'Code Arena': 10 markets | keyword 'WebDev': 10 markets | keyword 'best AI model end of October': 10 markets
- kalshi_related: 0 related markets / summaries. keyword 'AI model leaderboard': no matches | keyword 'LMArena': no matches | keyword 'top AI model': no matches
- article_search: Fetched 15 unique articles across 2 queries (lookback=30d). 'new Claude model release October 2026': 8 articles | 'Gemini GPT new model launch WebDev arena October 2026': 8 articles
Research loops, bottom lines
- current state: As of the most recent checkable snapshot (Sep 29–Oct 1, 2026), Anthropic's claude-opus-5.5-max sits in Rank #1 on the arena.ai Code Arena | WebDev leaderboard, with Anthropic occupying several other top-10 slots (#3, #4, #5, #9); OpenAI's newest model (GPT 6.1 Sol) debuted at #3 and Google's brand-new Gemini 4 Argon landed only at #8, so no rival has yet displaced Anthropic from the top as the question's October 31 check date approaches.
- base rate: Across 2026, the #1 spot on Code Arena | WebDev has changed hands between Anthropic, OpenAI, and briefly xAI/Alibaba multiple times (roughly every 2–6 weeks), with Anthropic the most frequent occupant of #1 (including the current Sept 29, 2026 snapshot) but never holding an uncontested or durable lead; the base rate therefore favors Anthropic somewhat but with meaningful volatility risk before the Oct 31 check date given the pace of new model releases (OpenAI's gpt-6.1-sol-max and Google's gemin
- yes case: As of the most recent live-fetched snapshot, Anthropic's claude-opus-5.5-max leads Code Arena | WebDev by a statistically clear 28-point margin with no rank-spread overlap versus #2 (GPT-6 Astra), Anthropic holds 5 of the top 10 slots for redundancy, and the two most recent rival flagship launches (GPT-6.1 Sol, Gemini 4 Argon) both landed behind it — together these give the YES case (Anthropic retains #1 through October 31) a strong, multi-source evidentiary footing.
- no case: The Anthropic lead as of late September is narrow (≈28 points, within overlapping confidence intervals) and historically fragile — OpenAI held #1 as recently as Sep 11, 2026 — while OpenAI (GPT-6.1 Sol), xAI (Grok 4.7) and Google (Gemini 4 Argon) are all mid-cycle on fresh frontier releases whose Arena-validated WebDev scores had not fully stabilized as of the Oct 1 fetch, leaving a full month for any one of them to overtake Anthropic before the Oct 31 check.
tools
| tool | status | time | items | summary |
|---|---|---|---|---|
| polymarket_direct | OK | 0.4s | 1 | ## This Market's Polymarket Data **Will Anthropic have the best Code Arena | WebDev AI at the end of October 2026?** - Current price (probability): 80.50% (live; bid 78% / ask 83%) - 7-day price change: +8.00% - 30-day price change: +14.00% - Total volume: $58,011 (USD notional) - Price range: 17.0 |
| resolution_source | OK | 5.0s | 1 | already_resolved=unclear; matches_criteria=True; last_updated=Sep 30, 2026. The leaderboard snapshot (dated Sep 30, 2026) shows Anthropic's claude-opus-5.5-max in Rank 1 with Score 1818, ahead of OpenAI's gpt-6-astra-max (Rank 2, 1789) and other Anthropic, OpenAI, and other company models. |
| polymarket_related | OK | 0.5s | 30 | Polymarket search over 3 keyword(s), kept 30 matches. keyword 'Code Arena': 10 markets | keyword 'WebDev': 10 markets | keyword 'best AI model end of October': 10 markets |
| kalshi_related | OK | 1.9s | 0 | 0 related markets / summaries. keyword 'AI model leaderboard': no matches | keyword 'LMArena': no matches | keyword 'top AI model': no matches |
| article_search | OK | 46.6s | 15 | Fetched 15 unique articles across 2 queries (lookback=30d). 'new Claude model release October 2026': 8 articles | 'Gemini GPT new model launch WebDev arena October 2026': 8 articles |
research loops
·
4/4 ok ·
13 searches ·
7 page reads
| dimension | status | time | searches | page reads | report |
|---|---|---|---|---|---|
| current state | OK | 35s | 3 | 3 | 3694 chars |
| base rate | OK | 26s | 2 | 2 | 4361 chars |
| yes case | OK | 26s | 3 | 1 | 4478 chars |
| no case | OK | 44s | 5 | 1 | 5248 chars |
report: current state
- [2026-09-29] The live arena.ai Code Arena | WebDev "Overall" leaderboard (824,218 votes, 135 models) shows **Anthropic's claude-opus-5.5-max in Rank #1 at 1820 points**, ahead of OpenAI's gpt-6-astra-max (#2, 1792) and Anthropic's claude-fable-5.1-max (#3, 1753); Anthropic also holds ranks #4 (claude-sonnet-5.5-high), #5 (claude-opus-5-max) and #9 (claude-opus-5-high) in the top 10. https://arena.ai/leaderboard/code/webdev
- [2026-09-30] Arena's official changelog confirms new entrants gpt-6.1-sol-max and gemini-4-argon-high were just added to the Code Arena: WebDev leaderboard, alongside claude-sonnet-5.5-high (added Sep 29) and claude-opus-5.5-max (added Sep 23). https://arena.ai/company/leaderboard-changelog
- [2026-10-01] Per Arena's own homepage "New Release Rankings" widget, **GPT 6.1 Sol lands at #3 in WebDev (Max)** and **Claude Sonnet 5.5 at #5 in WebDev (High)** — i.e., the new OpenAI model slots in behind the Anthropic leader, not ahead of it. https://arena.ai/leaderboard
- [2026-10-01] Google's newly released **Gemini 4 Argon (High) ranked only #8 in Code Arena: WebDev at 1679 points**, a jump from #29 (Gemini 3.8 Flash) but far from the top; it is described as topping Text Arena while being comparatively weak on WebDev. https://x.com/arena/status/2105394855644139908
- [2026-10-01] Independent coverage of the Gemini 4 Argon launch corroborates that "Argon ranked a distant eighth" on Code Arena WebDev, "only marginally surpassing Qwen 3.8," reinforcing that Anthropic's lead was not challenged by this release. https://www.stork.ai/blog/googles-argon-the-silent-kingmaker
- [2026-10-01] A tech-press recap states Jefferies "also noted that Gemini 4 Argon placed eighth on Code Arena: Web Dev, representing an improvement of 21 positions relative to Gemini 3.8 Flash," confirming Google's model is not near #1. https://www.tradingpedia.com/2026/10/01/alphabet-rises-as-google-debuts-low-cost-gemini-4-argon/
- [2026-09-23 to 2026-09-29] In the days before close checks, Anthropic released/added two new flagship variants to the WebDev board — claude-opus-5.5-max and claude-sonnet-5.5-high — while OpenAI added gpt-6-sol-max and gpt-6.1-sol-max, and Alibaba added qwen3.8-max-0902; none of these additions displaced Anthropic from the top rank on the fetched snapshot. https://arena.ai/company/leaderboard-changelog
- [2026-09-13] Third-party aggregator snapshot (benchlm.ai) from late Sept-era data likewise shows claude-opus-5-max leading an Arena snapshot, consistent with Anthropic's sustained top position through the lead-up to October. https://benchlm.ai/llm-leaderboard-history
- [2026-08-13] Historical context: earlier in the market period (mid-August), xAI's Grok-4.6 (High) briefly climbed to #5, passing Claude Fable 5 and GPT-5.6 Sol, showing the WebDev board is volatile and other labs do occasionally surge, though Anthropic models have held multiple top-10 slots throughout. https://x.com/arena/status/2087945696762892610
BOTTOM LINE: As of the most recent checkable snapshot (Sep 29–Oct 1, 2026), Anthropic's claude-opus-5.5-max sits in Rank #1 on the arena.ai Code Arena | WebDev leaderboard, with Anthropic occupying several other top-10 slots (#3, #4, #5, #9); OpenAI's newest model (GPT 6.1 Sol) debuted at #3 and Google's brand-new Gemini 4 Argon landed only at #8, so no rival has yet displaced Anthropic from the top as the question's October 31 check date approaches.
NOT FOUND: No data could be confirmed for leaderboard standings after October 1, 2026 (the exact Oct 31, 12:00 PM ET check-time snapshot does not yet exist); could not confirm whether any model will be marked "AutoEval" (and thus excluded) at check time.
report: base rate
- [2026-09-29] Live snapshot of the arena.ai Code Arena | WebDev leaderboard (Overall, "Models" filter) shows Anthropic's claude-opus-5.5-max in rank 1 with a score of 1820, ahead of OpenAI's gpt-6-astra-max (1792, rank 2) and Anthropic's own claude-fable-5.1-max (1753, rank 3) — meaning Anthropic currently holds the #1 spot, with Anthropic models also occupying 3 of the top 5. https://arena.ai/leaderboard/code/webdev
- [2026-09-11] Only ~2.5 weeks earlier, a different snapshot showed OpenAI in first place: "Arena ranked GPT-6 Astra Max first for web development, while Claude Fable 5.1 Max led its agent leaderboard" with GPT-6 Astra Max scoring 1800 vs Claude Fable 5.1 Max's 1758 for second. This illustrates how quickly the #1 company can flip within a single month. https://runtimewire.com/article/arena-gpt-6-astra-webdev-leaderboard-claude-agents
- [2026-08-13] Earlier in the market's life, xAI's (SpaceXAI) Grok-4.6 (High) was reported climbing into the top five, overtaking Anthropic's Claude Fable 5 and OpenAI's GPT-5.6 Sol xHigh, showing the top of this leaderboard was a tight, multi-lab cluster even before Anthropic's later releases. https://x.com/arena/status/2087945696762892610?lang=en
- [2026-09-29] The "Leaderboard Changelog" (arena.ai) shows a rapid cadence of new frontier-model additions to Code Arena: WebDev in September alone — including claude-opus-5.5-max, claude-sonnet-5.5-high, gpt-6-sol-max, gpt-6.1-sol-max, grok-4.7-xhigh and gemini-4-argon-high — each capable of reshuffling the rank order within days of release. https://arena.ai/company/leaderboard-changelog
- [2026-09-11] An AI dev-tool power-rankings blog tracking the same arena reported Claude Fable 5.1 "enters at #1 with 1762 Elo, 73 points above Fable 5," underscoring that Anthropic's own internal releases have repeatedly reset the top of this leaderboard throughout 2026. https://blog.logrocket.com/ai-dev-tool-power-rankings/
- [2026-07-31] A third-party tracker's July snapshot found "Claude Opus 5 leads at ~1704," with Moonshot's Kimi K3 in a close #2 — another period where Anthropic held #1, consistent with Anthropic's frequent (though not universal) presence at the top across 2026. https://ainexhub.com/benchmarks/webdev-arena/
- [2025-12] Historically, this leaderboard (formerly "WebDev Arena") launched in December 2024, and Anthropic's models (Claude 3.7/3.5 Sonnet) led it at that time with a "76% average win rate," establishing Anthropic as an early and recurring #1 on this exact leaderboard family. https://arena.ai/blog/webdev-arena
- [2026-02-06] A separate "Code Arena" (non-WebDev) snapshot from February showed Anthropic's Claude Opus 4.6 creating "a 74-point canyon between itself and everything else," with Anthropic occupying 4 of the top 5 ranks (Opus 4.6, Opus 4.5 Thinking, Opus 4.5, and later Sonnet variants) — reinforcing a pattern of Anthropic dominance on adjacent code leaderboards over the year. https://blog.kearai.com/leaderboard/webdev
- [2026-09-30] Arena.ai's changelog shows the site is actively iterating on methodology (e.g., Agent Arena "Steerability" score changes on Sept 30) and adding new frontier models almost daily, meaning leaderboard composition and rank order remain highly fluid right up to the present. https://arena.ai/company/leaderboard-changelog
BOTTOM LINE: Across 2026, the #1 spot on Code Arena | WebDev has changed hands between Anthropic, OpenAI, and briefly xAI/Alibaba multiple times (roughly every 2–6 weeks), with Anthropic the most frequent occupant of #1 (including the current Sept 29, 2026 snapshot) but never holding an uncontested or durable lead; the base rate therefore favors Anthropic somewhat but with meaningful volatility risk before the Oct 31 check date given the pace of new model releases (OpenAI's gpt-6.1-sol-max and Google's gemini-4-argon-high were just added Sept 30).
NOT FOUND: A complete week-by-week history of which company held rank #1 specifically on the "Code Arena | WebDev" (Overall, Models-filtered) leaderboard for every week since the market opened (2026-08-12); official Polymarket or other prediction-market historical odds/price history for this specific contract (excluded per instructions); any formal academic/track-record analysis of how often the Arena WebDev leaderboard leader changes company ownership over a comparable one-month window.
report: yes case
YES means: Anthropic's model occupies Rank #1 on the arena.ai Code Arena | WebDev "Overall" (Models-filtered) leaderboard when checked at 12:00 PM ET on October 31, 2026.
- [2026-09-29] Direct fetch of the live leaderboard confirms Anthropic's claude-opus-5.5-max sits at Rank 1 with a score of 1820 (±17), ahead of OpenAI's gpt-6-astra-max at 1792 (Rank 2) — a clear 28-point gap — with the rank-spread column showing Opus 5.5 spans ranks 1–1 while GPT-6 Astra spans 2–2, indicating no statistical overlap between the top two models. https://arena.ai/leaderboard/code/webdev
- [2026-09-23] At its launch three days earlier, Claude Opus 5.5 (Max) debuted at #1 with 1,818 points,
a "solid +26pt lead ahead of the next best model, GPT-6 Astra (Max)"
, and a 126-point jump over the prior Opus 5 (Max), showing Anthropic's lead was built on a genuine generational capability gain, not a marginal edge. https://x.com/arena/status/2103092519475277914
- [2026-09-24] Independent coverage corroborates the launch-day gap, reporting
"Anthropic's Claude Opus 5.5 scored 1,818 points at its Max setting to lead Code Arena's WebDev leaderboard, while OpenAI's GPT-6 Sol at Max placed fourth with 1,689 points"
, confirming OpenAI's other new entrant (GPT-6 Sol) landed well behind, not just GPT-6 Astra. https://huggingnews.com/ai/update-anthropics-claude-opus-55-takes-no-1-in-code-arena-webdev-24943951
- [2026-09-24] Pricing context strengthens the durability case: Arena reported Opus 5.5 (Max) leads
"at a blended $16 per million tokens, 60% below the price of the next-ranked model, GPT-6 Astra (Max)"
, meaning Anthropic's leader is simultaneously cheaper than its nearest rival, reducing incentive for users to shift votes toward GPT-6 Astra even if quality gaps narrow. https://didcodexreset.com/news/430a4a5c67fa4a8d9d2a16b3.html
- [2026-09-28] Anthropic shipped yet another new model, Claude Sonnet 5.5,
"released September 28, 2026," generating "output more than 30% faster than Sonnet 5"
at the same API price, demonstrating Anthropic's cadence of near-weekly WebDev-relevant releases (Opus 5.5 Sep 22, Sonnet 5.5 Sep 28) that continually refresh its leaderboard presence. https://www.scriptbyai.com/anthropic-claude-timeline/
- [2026-09-29] On the live fetched table, Anthropic holds 5 of the top 10 ranks (1, 3, 4, 5, 9: Opus 5.5-max, Fable 5.1-max, Sonnet 5.5-high, Opus 5-max, Opus 5-high), versus 2 for OpenAI and 2 for Alibaba — a depth advantage meaning even if the #1 model were dethroned, Anthropic has multiple other entries positioned to reclaim #1 quickly. https://arena.ai/leaderboard/code/webdev
- [2026-09-30] Google's freshly launched Gemini 4 Argon (High) landed only 8th per Arena's own post, and OpenAI's newest GPT-6.1 Sol debuted at #3 on Arena's "New Release Rankings" widget — both confirming that the two most recent frontier launches from Anthropic's chief rivals failed to challenge the Opus 5.5 lead, leaving no visible near-term threat as of October 1. https://arena.ai/leaderboard
- [2026-10-01] OpenAI's roadmap commentary indicates no imminent successor to GPT-6 Astra/Sol is confirmed: coverage notes
"OpenAI has not announced a successor, and Altman has said the team rarely sets targets more than six months ahead"
, reducing the chance of a surprise OpenAI model overtaking Anthropic before October 31. https://overchat.ai/ai-hub/gpt-6-released-date
- [2026-09-29] A third-party tracker (benchlm.ai cited by colleagues) and LLM-stats' own "Best for coding" badge both independently list Claude Opus as the top coding-arena performer, corroborating cross-site consensus that Anthropic currently leads this exact benchmark family, not just a single snapshot. https://llm-stats.com/leaderboards/llm-leaderboard
BOTTOM LINE: As of the most recent live-fetched snapshot, Anthropic's claude-opus-5.5-max leads Code Arena | WebDev by a statistically clear 28-point margin with no rank-spread overlap versus #2 (GPT-6 Astra), Anthropic holds 5 of the top 10 slots for redundancy, and the two most recent rival flagship launches (GPT-6.1 Sol, Gemini 4 Argon) both landed behind it — together these give the YES case (Anthropic retains #1 through October 31) a strong, multi-source evidentiary footing.
NOT FOUND: No confirmed roadmap or leak of an OpenAI, Google, or xAI model specifically slated for release between October 1–31, 2026 that could threaten the WebDev top spot; no official Arena snapshot dated after October 1, 2026.
report: no case
YES means: Anthropic (via any of its Claude models) occupies Rank #1 on the arena.ai Code Arena | WebDev "Overall" leaderboard, filtered for "Models," at the October 31, 2026, 12:00 PM ET check. This dimension argues for NO, i.e., that a rival lab displaces Anthropic from the top spot before that check.
- [2026-09-29] The full fetched leaderboard table shows claude-opus-5.5-max at 1820 points with a confidence interval of +17/-17, versus OpenAI's gpt-6-astra-max at 1792 (+11/-11) — a 28-point gap that is well within the combined error bars, meaning the "true" #1 is not statistically settled on current data. https://arena.ai/leaderboard/code/webdev
- [2026-09-11] Only ~18 days before that snapshot, a third-party recap confirmed Arena had OpenAI's GPT-6 Astra Max in first place for WebDev, illustrating that the #1 slot already flipped to OpenAI once this quarter and could flip again before Oct 31. https://runtimewire.com/article/arena-gpt-6-astra-webdev-leaderboard-claude-agents
- [2026-09-11] Arena's own post from that period shows GPT-6 Astra (Max) explicitly overtaking Claude Fable 5.1 (Max) and Claude Opus 5 (Max) for #1 in Code Arena: WebDev with a +35pt lead at the time, confirming OpenAI has recently proven capable of outright leading, not just trailing. https://x.com/arena/status/2096290434700247250
- [2026-09-29] OpenAI's newly released GPT-6.1 Sol (Max) is "priced at roughly one-fifth of GPT-6 Astra" while nearly matching it on coding/computer-use benchmarks, giving OpenAI a cheap, rapidly-iterating challenger that could still climb in score as more human votes accumulate past its Day-1 AutoEval/placement. https://handyai.substack.com/p/model-drop-gpt-61-sol
- [2026-09-30] GPT-6.1 Sol (Max) debuted on Code Arena: WebDev at #3 with 1759 points per Arena's own post, only one new-model cycle away from challenging the top two if its score moves up as more votes come in, which has happened to other models after initial placement (e.g., Grok-4.6 climbed from #7 to #5 within a day of added votes). https://x.com/arena/status/2087945696762892610
- [2026-09-22] Anthropic's own release cadence is under public strain: Opus 5.5 shipped just 21 days after Fable 5.1, which "raised eyebrows on Hacker News" given Anthropic's prior public commitment to "deliberate pacing at the frontier," a reputational tension that could pressure Anthropic to slow releases precisely while OpenAI, Google and xAI continue shipping frontier updates into October. https://byteiota.com/claude-opus-5-5-agentic-coding/
- [2026-09-20 to 09-22] Independent technical reviews of Opus 5.5 found mixed signals — "Opus 5 wrote 2.3 times more code than the model before it," with 5.5 cutting code volume and only "holding" the prior functional pass rate rather than extending it, and some code-smell categories (cognitive complexity) rising, suggesting Anthropic's newest flagship is not an unambiguous generational leap that guarantees a durable lead. https://www.sonarsource.com/blog/claude-opus-5-5-an-evaluation/
- [2026-09-21] xAI's Grok 4.7 launched the same week, beating Grok 4.6 "on every one of seven benchmarks" per xAI's own table, and was added to Code Arena: WebDev on Sep 22 — another fast-moving competitor whose Arena-validated (non-AutoEval) WebDev score was still unsettled as of the fetch, leaving room for a further climb before Oct 31. https://cellcog.ai/blog/grok-4-7-release-date/
- [2026-10-01] The leaderboard's own "AutoEval" mechanism gives brand-new models (e.g., mimo-v2.6-pro) an immediate provisional rank/score before human votes validate it; per the market's rules such AutoEval-tagged models are excluded at check time, but this also means any of the several frontier models released in the final weeks of October (from OpenAI, Google, or xAI) could have an unsettled or still-rising human-voted score that only crosses Anthropic's current level after the Sept 29 snapshot used in prior reports. https://arena.ai/leaderboard/code/webdev
- [2026-09-29] Even within Anthropic's own stable, three different Claude variants (opus-5.5-max, fable-5.1-max, sonnet-5.5-high, opus-5-max) occupy the top ranks rather than one dominant model, indicating Anthropic's "lead" is distributed and a single new competitor release could leapfrog each of these fragmented, closely-spaced scores (1820 vs 1792 vs 1753 vs 1699) rather than needing to beat one unified Anthropic score. https://arena.ai/leaderboard/code/webdev
BOTTOM LINE: The Anthropic lead as of late September is narrow (≈28 points, within overlapping confidence intervals) and historically fragile — OpenAI held #1 as recently as Sep 11, 2026 — while OpenAI (GPT-6.1 Sol), xAI (Grok 4.7) and Google (Gemini 4 Argon) are all mid-cycle on fresh frontier releases whose Arena-validated WebDev scores had not fully stabilized as of the Oct 1 fetch, leaving a full month for any one of them to overtake Anthropic before the Oct 31 check.
NOT FOUND: No evidence of any planned OpenAI/Google/xAI model release specifically scheduled between Oct 1–31, 2026 that is confirmed to target WebDev improvements; no confirmation of how current provisional ("Preliminary") scores for recent entrants will finalize; no leaderboard snapshot dated after Oct 1, 2026.
3. Forecasters 5 draws · Opus 5.5 + GPT-5.6 Sol · plain mean
claude-opus-5-5
50% conf
| Yes | 80% |
| No | 20% |
claude-opus-5-5
62% conf
| Yes | 79% |
| No | 21% |
(0) Not yet resolved. The resolution source, fetched on Sep 30 and corroborated by a Sep 29 snapshot, shows Anthropic's claude-opus-5.5-max at Rank 1 (about 1818–1820) ahead of OpenAI's gpt-6-astra-max (about 1789–1792). The rank-spread column puts the leader at 1–1, so it is cleanly first. (a) About 30 days remain until the Oct 31, 12:00 PM ET check. (b) If nothing changes, Anthropic resolves YES. Anthropic also holds 5 of the top 10 slots, so even if Opus 5.5 slipped, another Claude entry could reclaim first. The most recent rival launches failed to challenge the lead: GPT-6.1 Sol debuted at #3 and Gemini 4 Argon at #8. (c) NO path: OpenAI, Google or xAI ships a new frontier model in October (or a patched GPT-6.x) that clears about 1820 on human votes before the check. This happened recently: GPT-6 Astra took #1 around Sep 11 before Opus 5.5 reclaimed it on Sep 23. The roughly 2–6 week turnover base rate makes a one-month flip plausible, perhaps 20%. Release pace is very fast, but I found no confirmed rival release targeted for October. (d) YES path: no stronger rival is released, or any newcomer lands below Opus 5.5 or is still marked AutoEval (excluded) at check time, or Anthropic ships yet another update. The market's 80.5% (bid 78 / ask 83) already reflects this picture, and the research adds nothing materially unpriced, so I stay close to the anchor at 0.79.
claude-opus-5-5
62% conf
| Yes | 79% |
| No | 21% |
(0) Not yet resolved. The resolution-source fetch (Sep 30) and the research snapshot (Sep 29) both show Anthropic's claude-opus-5.5-max at Rank 1, about 1818–1820. That puts it roughly 28 points ahead of OpenAI's gpt-6-astra-max, and the rank spread shows no overlap with #2. Anthropic also holds ranks 3, 4, 5 and 9. (a) About 30 days remain until the Oct 31 12:00 PM ET check. (b) If nothing changes, Anthropic resolves YES. The newest rival launches have already landed behind it: GPT-6.1 Sol at #3 (1759) and Gemini 4 Argon at #8. (c) NO path: OpenAI, Google or xAI ships a new frontier model in October that clears Anthropic's score once it moves past AutoEval, or Astra/Sol scores drift up as votes accumulate. The #1 spot flipped to OpenAI as recently as Sep 11, so the lead changes hands every few weeks. (d) YES path: no rival releases a stronger WebDev model in the window, and Opus 5.5's generational jump (+126 over Opus 5) holds. Anthropic's depth across the top 10 gives it a backstop. The market sits at 80.5% (bid 78 / ask 83) and has trended up. The research surfaces no confirmed October rival release, though OpenAI's cadence of roughly monthly flagships is a real risk. I see no unpriced information strong enough to move off the anchor, so I hold near 0.79.
gpt-5.6-sol
73% conf
| Yes | 80% |
| No | 20% |
(0) The condition is not already resolved: Arena’s September 30 snapshot has Anthropic’s claude-opus-5.5-max ranked first at 1818, but resolution depends on the leaderboard at October 31, 2026, 12:00 PM ET. (a) Roughly 30 days remain, enough time for additional votes, score movement, or a new qualifying model to alter the ranking. (b) If nothing changes, Anthropic wins: its current leader is about 28 points ahead of OpenAI’s gpt-6-astra-max, and Anthropic holds several other top-ten positions. (c) NO results if OpenAI’s close runner-up overtakes as votes accumulate, GPT-6.1 Sol climbs from its initial third-place placement, or another lab releases a non-AutoEval model that takes first before the check. (d) YES results if Opus 5.5 preserves its lead, which is supported by the fact that the latest OpenAI and Google entrants debuted only third and eighth, respectively, with no confirmed October rival launch identified. I anchor closely to Polymarket’s 80.5% YES price and shade only slightly lower because the leaderboard changed leaders within September and maintains a rapid model-release cadence.
gpt-5.6-sol
72% conf
| Yes | 79% |
| No | 21% |
(0) The condition is not already resolved: arena.ai's September 30 snapshot has Anthropic's claude-opus-5.5-max ranked first at 1818, ahead of OpenAI's gpt-6-astra-max at 1789, but resolution depends on the October 31 snapshot. (a) About 30 days remain until the specified October 31, 2026, 12:00 PM ET check, enough time for scores to move or new eligible models to enter. (b) If nothing changes, Anthropic wins because it currently holds first place and several other top positions. (c) NO results if OpenAI's close challenger gains enough votes, or a new non-AutoEval model from OpenAI, Google, xAI, or another lab enters above Claude before the check. (d) YES results if Opus 5.5 retains its roughly 29-point lead, especially since the newest OpenAI and Google entrants debuted only third and eighth. I anchor near Polymarket's 80.5% YES price but shade down to 79% because OpenAI led this leaderboard as recently as September 11 and the evidence documents frequent leadership changes over one-month windows, while no confirmed October rival release justifies a larger departure.
4. Final plain mean of 5 draws
79%
(64% confidence)
Yes: 79%
No: 21%
Mean of 5 draws (0.80, 0.79, 0.79, 0.80, 0.79).
Pipeline Timing
Total pipeline time: 90.2s
Per-tool research timings shown in the Research section above.