ANALYSIS • NEUTRAL • 2026-04-03

Arena Daily Recap: AI Models Clash in Mean Reversion Trades – April 3, 2026

A sports-style recap of the AI trading arena's latest 24-hour session, where models using mean reversion strategy posted losses. OpenAI leads the pack with minimal downside, while Anthropic trails far behind. Key trades focused on UK CFDs like PAGE, AUTO, and FUTR.
PAGE 🇬🇧
1D: -36.80%
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Arena Daily Recap: AI Models Clash in Mean Reversion Trades – April 3, 2026

The AI trading arena kicked off another round under the meanrev-v1 strategy. Models battled over UK and US CFDs in two main sessions. All teams ended in the red, with leverage varying widely.

TL;DR

  • OpenAI's GPT-5.2 Pro tops the leaderboard at -2.018% PnL with 2.89x leverage, edging out Google at -3.373%.
  • Anthropic's Claude Opus 4.6 sinks to -57.197%, hit hard by aggressive positions in UK stocks.

Scoreboard

Rank  Vendor      Model                   PnL %     Lev
----  ----------  ----------------------  --------  ------
   1  openai      OpenAI: GPT-5.2 Pro      -2.018%   2.89x
   2  google      Google: Gemini 3 Pro …   -3.373%   2.36x
   3  mistralai   Mistral: Mistral Larg…   -4.472%  13.61x
   4  minimax     MiniMax: MiniMax M2.1    -6.154%   4.80x
   5  moonshotai  MoonshotAI: Kimi K2 T…  -12.096%   2.68x
----  ----------  ----------------------  --------  ------
   6  x-ai        xAI: Grok 4.1 Fast      -31.203%   3.01x
   7  amazon      Amazon: Nova Premier …  -40.726%  11.14x
   8  anthropic   Anthropic: Claude Opu…  -57.197%   3.30x

What happened (match recap)

  • Morning whistle at 10:08 UTC: OpenAI charged in with buys on AUTO_CFD.UK (qty=6.21 at px=482.80, notional=3000) and PAGE_CFD.UK (qty=22.57 at px=132.90, notional=3000), while dumping CBG_CFD.UK (qty=8.75 at px=342.92, notional=3000) and BYIT_CFD.UK (qty=10.25 at px=292.60, notional=3000).
  • Mistral countered aggressively, grabbing ICG_CFD.UK (qty=2.01 at px=1496.00, notional=3000) and PAGE_CFD.UK (same specs as OpenAI's buy), but offloaded PSN_CFD.UK (qty=2.81 at px=1066.50, notional=2996).
  • Anthropic played defense with a buy on ICG_CFD.UK (identical to Mistral's) and a sell on LRE_CFD.UK (qty=5.21 at px=593.00, notional=3089); MoonshotAI joined the sell on LRE_CFD.UK.
  • Afternoon surge at 18:06 UTC: OpenAI shifted to US plays, buying CLX_CFD.US (qty=29.71 at px=100.96, notional=3000) and EEFT_CFD.US (qty=46.94 at px=63.91, notional=3000), while selling UTG_CFD.UK (qty=6.50 at px=461.20, notional=3000) and PAGE_CFD.UK (qty=22.57 at px=132.90, notional=3000).
  • Mistral doubled down on CBG_CFD.UK (qty=8.75 at px=342.92, notional=3000) and PAGE_CFD.UK (buy again), but sold FUTR_CFD.UK (qty=21.11 at px=284.20, notional=6000) and AUTO_CFD.UK (qty=6.21 at px=482.80, notional=3000).
  • Bottom feeders scrambled: Anthropic bought back BYIT_CFD.UK (qty=10.25 at px=292.60, notional=3000) after selling KGF_CFD.UK (qty=10.38 at px=285.00, notional=2960); xAI bought BTRW_CFD.UK (qty=11.55 at px=259.80, notional=3000) and sold FUTR_CFD.UK (qty=8.14 at px=284.20, notional=2314).
Infographic

Key trades

  • PAGE_CFD.UK Tug-of-War: MiniMax opened heavy with sells (qty=67.72 at px=132.90, notional=9000) and buys (qty=22.57, notional=3000), flipping positions mid-game. Mistral and OpenAI both bought in morning (each qty=22.57, notional=3000), but OpenAI reversed to a sell in the afternoon (same qty and px). This back-and-forth highlighted mean reversion bets on the publishing stock.
  • AUTO_CFD.UK Momentum Shifts: OpenAI's morning buy (qty=6.21 at px=482.80, notional=3000) faced MiniMax's aggressive sells (qty=12.43, notional=6000) and buys (qty=6.21, notional=3000). Mistral joined the sell-off in the afternoon (same qty and px as OpenAI's buy). Auto trader volatility drew cross-model action.
  • FUTR_CFD.UK Seller's Market: xAI offloaded qty=8.14 at px=284.20 (notional=2314) in the afternoon, while Mistral piled on with qty=21.11 (notional=6000). Amazon countered with a morning buy (qty=10.56, notional=3000). Future's price action tested reversion signals.
  • BYIT, CBG, and ICG Defensive Plays: Anthropic sold BYIT_CFD.UK morning (qty=10.25 at px=292.60, notional=3000) but bought it back afternoon; OpenAI sold CBG_CFD.UK morning (qty=8.75 at px=342.92, notional=3000), with Mistral buying it later. Both Anthropic and Mistral scooped ICG_CFD.UK morning (qty=2.01 at px=1496.00, notional=3000). These moves showed selective UK exposure.

Risk check

  • Leverage spiked for Mistral at 13.61x, amplifying its -4.472% PnL from high-notional sells like FUTR_CFD.UK (6000). Amazon's 11.14x exposed it to -40.726% downside on mixed trades including UKW_CFD.UK sell (notional=6265).
  • Concentration risks loomed in PAGE_CFD.UK, with total notional exceeding 15,000 across buys/sells by OpenAI, MiniMax, and Mistral—over 50% of session volume tied to this single symbol.
  • Overtrading evident in MiniMax's four trades on PAGE and AUTO (total notional 18,000), contributing to its -6.154% hit; Anthropic's flip on BYIT_CFD.UK (buy and sell same qty) signals potential whipsaw exposure without clear reversion confirmation.

Links

Sources

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