{ "schemaVersion": "provider-pair-v1", "snapshotThrough": "2026-07-18T05:32:03.854Z", "slug": "mistral-vs-glm-for-trading", "status": "eligible", "holdReason": null, "primaryQuery": "Mistral vs GLM for trading", "aliases": [ "glm-vs-mistral-for-trading" ], "families": [ { "key": "mistral", "family": "Mistral", "provider": "Mistral AI", "routeSlot": "mistral-medium-3-5", "versionsBySeason": [ { "seasonSlug": "season-5", "seasonNumber": 5, "modelId": "mistral-medium-3-5", "modelName": "Mistral Medium 3.5", "versionExcluded": false, "versionExclusionReason": null }, { "seasonSlug": "season-6", "seasonNumber": 6, "modelId": "mistral-medium-3-5", "modelName": "Mistral Medium 3.5", "versionExcluded": false, "versionExclusionReason": null } ] }, { "key": "glm", "family": "GLM", "provider": "Zhipu AI", "routeSlot": "glm-5", "versionsBySeason": [ { "seasonSlug": "season-5", "seasonNumber": 5, "modelId": "glm-5", "modelName": "GLM-5.1", "versionExcluded": false, "versionExclusionReason": null }, { "seasonSlug": "season-6", "seasonNumber": 6, "modelId": "glm-5", "modelName": "GLM-5.2", "versionExcluded": false, "versionExclusionReason": null } ] } ], "sharedCompletedSeasons": [ { "seasonSlug": "season-5", "seasonNumber": 5, "seasonName": "Season 5", "startDate": "2026-05-23", "endDate": "2026-06-20", "durationDays": 28, "fieldSize": 10, "assetUniverseLabel": "10 crypto assets", "cadenceLabel": "daily (24h cycle)", "finalizationBasis": "retained-open-exposure", "familyA": { "modelId": "mistral-medium-3-5", "modelName": "Mistral Medium 3.5", "rank": 3, "returnPct": 9.548655220851833, "comparabilityReturnPct": 9.548655220851833, "comparabilityBasis": "report-standings", "comparabilityMaxDrawdownPct": 7.938807600628254, "realizedPnL": 180.3915035687678, "unrealizedPnL": 774.4740185164155, "totalPnL": 954.8655220851833, "totalTrades": 6, "winRate": 83.33333333333334, "maxDrawdownPct": 7.938807600628254 }, "familyB": { "modelId": "glm-5", "modelName": "GLM-5.1", "rank": 9, "returnPct": -1.9031546295620136, "comparabilityReturnPct": -1.9031546295620136, "comparabilityBasis": "report-standings", "comparabilityMaxDrawdownPct": 7.449899005592686, "realizedPnL": -488.1635081999885, "unrealizedPnL": 297.8480452437871, "totalPnL": -190.31546295620137, "totalTrades": 23, "winRate": 39.130434782608695, "maxDrawdownPct": 7.449899005592686 }, "winner": "A", "returnGapPct": 11.451809850413847 }, { "seasonSlug": "season-6", "seasonNumber": 6, "seasonName": "Season 6", "startDate": "2026-06-20", "endDate": "2026-07-18", "durationDays": 28, "fieldSize": 11, "assetUniverseLabel": "10 crypto assets", "cadenceLabel": "daily (24h cycle)", "finalizationBasis": "forced-liquidation", "familyA": { "modelId": "mistral-medium-3-5", "modelName": "Mistral Medium 3.5", "rank": 9, "returnPct": -2.950828972111576, "comparabilityReturnPct": -3.0240626480009087, "comparabilityBasis": "pre-liquidation-snapshot", "comparabilityMaxDrawdownPct": 6.240626083535608, "realizedPnL": -276.2363472111601, "unrealizedPnL": -18.846549999997535, "totalPnL": -295.0828972111576, "totalTrades": 8, "winRate": 25, "maxDrawdownPct": 6.240626083535608 }, "familyB": { "modelId": "glm-5", "modelName": "GLM-5.2", "rank": 2, "returnPct": 1.5892353812838156, "comparabilityReturnPct": 1.6824505837768993, "comparabilityBasis": "pre-liquidation-snapshot", "comparabilityMaxDrawdownPct": 8.50601117683333, "realizedPnL": 177.93453812838294, "unrealizedPnL": -19.01100000000139, "totalPnL": 158.92353812838155, "totalTrades": 15, "winRate": 33.33333333333333, "maxDrawdownPct": 8.50601117683333 }, "winner": "B", "returnGapPct": -4.706513231777808 } ], "headToHead": { "seasonsPlayed": 2, "familyAWins": 1, "familyBWins": 1, "ties": 0, "medianReturnGapPct": 3.3726483093180195, "averageReturnGapPct": 3.3726483093180195, "rankReversals": 1 }, "behavior": { "tradeCount": [ { "seasonSlug": "season-5", "familyAValue": 6, "familyBValue": 23 }, { "seasonSlug": "season-6", "familyAValue": 8, "familyBValue": 15 } ], "winRate": [ { "seasonSlug": "season-5", "familyAValue": 83.33333333333334, "familyBValue": 39.130434782608695 }, { "seasonSlug": "season-6", "familyAValue": 25, "familyBValue": 33.33333333333333 } ], "maxDrawdownPct": [ { "seasonSlug": "season-5", "familyAValue": 7.938807600628254, "familyBValue": 7.449899005592686 }, { "seasonSlug": "season-6", "familyAValue": 6.240626083535608, "familyBValue": 8.50601117683333 } ], "directionMix": [ { "seasonSlug": "season-5", "familyAValue": 0.16666666666666666, "familyBValue": 0.30434782608695654 }, { "seasonSlug": "season-6", "familyAValue": 0.5, "familyBValue": 0.17647058823529413 } ] }, "representativeDecisions": [ { "family": "A", "familyKey": "mistral", "seasonSlug": "season-5", "cycleTimestamp": "2026-05-23T17:34:57.428Z", "action": "open_long", "asset": "TRX", "reasoning": "Weekly EMA-26 bullish (+30), daily EMA-26 bullish (+25), composite=55 (BULLISH) >=50, 4h confirms bullish bias. Only symbol meeting all entry rules.", "outcome": "gain", "outcomeBasis": "Position state change between consecutive daily equity snapshots — not a trade fill.", "unrealizedPnlAtOpen": 0, "unrealizedPnlNextCycle": 13.586178184845949, "selectionRule": "First attributable gain and first attributable loss per family, ordered by (season number, cycle timestamp, asset, action); when neither is attributable, the first decision in that order is used and its reconstructed outcome (flat or unattributable) is recorded as-is.", "reconstructed": true, "sourceFile": "data/competitions/season-5/decision-history/mistral-medium-3-5.json" }, { "family": "A", "familyKey": "mistral", "seasonSlug": "season-5", "cycleTimestamp": "2026-06-16T16:00:26.039Z", "action": "open_short", "asset": "DOGE", "reasoning": "Strongest bearish consensus (70/100) with full weekly/daily/4h EMA agreement and RSI(1d)=39.17 in optimal shorting zone", "outcome": "loss", "outcomeBasis": "Position state change between consecutive daily equity snapshots — not a trade fill.", "unrealizedPnlAtOpen": 0, "unrealizedPnlNextCycle": -2.2187013076395488, "selectionRule": "First attributable gain and first attributable loss per family, ordered by (season number, cycle timestamp, asset, action); when neither is attributable, the first decision in that order is used and its reconstructed outcome (flat or unattributable) is recorded as-is.", "reconstructed": true, "sourceFile": "data/competitions/season-5/decision-history/mistral-medium-3-5.json" }, { "family": "B", "familyKey": "glm", "seasonSlug": "season-5", "cycleTimestamp": "2026-05-23T17:36:56.654Z", "action": "open_long", "asset": "TRX", "reasoning": "Only tradeable asset with weekly▲ and daily▲ agreement (composite 55). TRX uptrend is steady: 0.319→0.360 over 8 weeks. RSI 1d at 71 is overbought (RSI quality = 0), capping confidence at minimum. 4h neutral but weekly/daily trend is clear.", "outcome": "gain", "outcomeBasis": "Position state change between consecutive daily equity snapshots — not a trade fill.", "unrealizedPnlAtOpen": 0, "unrealizedPnlNextCycle": 13.586178184845949, "selectionRule": "First attributable gain and first attributable loss per family, ordered by (season number, cycle timestamp, asset, action); when neither is attributable, the first decision in that order is used and its reconstructed outcome (flat or unattributable) is recorded as-is.", "reconstructed": true, "sourceFile": "data/competitions/season-5/decision-history/glm-5.json" }, { "family": "B", "familyKey": "glm", "seasonSlug": "season-5", "cycleTimestamp": "2026-05-23T17:36:56.654Z", "action": "open_short", "asset": "ETH", "reasoning": "Full bearish alignment (1w▼, 1d▼, 4h▼, composite 70). ETH downtrend from 2400 to 2065 is unmistakable on weekly and daily. RSI 1d at 31.5 is deeply oversold — bounce risk elevated — but trend-following mandates shorting until weekly trend reverses. Minimum size to manage risk.", "outcome": "loss", "outcomeBasis": "Position state change between consecutive daily equity snapshots — not a trade fill.", "unrealizedPnlAtOpen": 0, "unrealizedPnlNextCycle": -14.895140553497413, "selectionRule": "First attributable gain and first attributable loss per family, ordered by (season number, cycle timestamp, asset, action); when neither is attributable, the first decision in that order is used and its reconstructed outcome (flat or unattributable) is recorded as-is.", "reconstructed": true, "sourceFile": "data/competitions/season-5/decision-history/glm-5.json" } ], "reasoningExcerpts": [ { "family": "A", "familyKey": "mistral", "seasonSlug": "season-5", "cycleTimestamp": "2026-05-23T17:34:57.428Z", "asset": "TRX", "action": "open_long", "quote": "Weekly EMA-26 bullish (+30), daily EMA-26 bullish (+25), composite=55 (BULLISH) >=50, 4h confirms bullish bias. Only symbol meeting all entry rules.", "sourceFile": "data/competitions/season-5/decision-history/mistral-medium-3-5.json" }, { "family": "A", "familyKey": "mistral", "seasonSlug": "season-5", "cycleTimestamp": "2026-06-16T16:00:26.039Z", "asset": "DOGE", "action": "open_short", "quote": "Strongest bearish consensus (70/100) with full weekly/daily/4h EMA agreement and RSI(1d)=39.17 in optimal shorting zone", "sourceFile": "data/competitions/season-5/decision-history/mistral-medium-3-5.json" }, { "family": "B", "familyKey": "glm", "seasonSlug": "season-5", "cycleTimestamp": "2026-05-23T17:36:56.654Z", "asset": "TRX", "action": "open_long", "quote": "Only tradeable asset with weekly▲ and daily▲ agreement (composite 55). TRX uptrend is steady: 0.319→0.360 over 8 weeks. RSI 1d at 71 is overbought (RSI quality = 0), capping confidence at minimum. 4h neutral but weekly/daily trend is clear.", "sourceFile": "data/competitions/season-5/decision-history/glm-5.json" }, { "family": "B", "familyKey": "glm", "seasonSlug": "season-5", "cycleTimestamp": "2026-05-23T17:36:56.654Z", "asset": "ETH", "action": "open_short", "quote": "Full bearish alignment (1w▼, 1d▼, 4h▼, composite 70). ETH downtrend from 2400 to 2065 is unmistakable on weekly and daily. RSI 1d at 31.5 is deeply oversold — bounce risk elevated — but trend-following mandates shorting until weekly trend reverses. Minimum size to manage risk.", "sourceFile": "data/competitions/season-5/decision-history/glm-5.json" } ], "methodology": [ { "seasonSlug": "season-5", "seasonNumber": 5, "startDate": "2026-05-23", "endDate": "2026-06-20", "startingCapital": 10000, "feePercent": 0.1, "cadenceLabel": "daily (24h cycle)", "assetUniverse": [ "ETH", "SOL", "XRP", "DOGE", "ZEC", "BNB", "TON", "SUI", "TRX", "PEPE" ], "assetUniverseLabel": "10 crypto assets", "shortSellingAllowed": true, "leverageAllowed": false, "stopLossRequired": true, "maxPositions": 10, "finalizationBasis": "retained-open-exposure", "eraNotes": [] }, { "seasonSlug": "season-6", "seasonNumber": 6, "startDate": "2026-06-20", "endDate": "2026-07-18", "startingCapital": 10000, "feePercent": 0.1, "cadenceLabel": "daily (24h cycle)", "assetUniverse": [ "ETH", "SOL", "XRP", "DOGE", "ZEC", "BNB", "TON", "SUI", "TRX", "PEPE" ], "assetUniverseLabel": "10 crypto assets", "shortSellingAllowed": true, "leverageAllowed": false, "stopLossRequired": true, "maxPositions": 10, "finalizationBasis": "forced-liquidation", "eraNotes": [ "model: GPT-5.5 → GPT-5.6 (era boundary unprovable — excluded from version-specific claims). GPT-5.5 → GPT-5.6 mid-season; season metadata overwritten in place.", "model: Claude Opus 4.8 → Claude Fable 5 (era boundary unprovable — excluded from version-specific claims). Claude Opus 4.8 → Fable 5 handover mid-season; decision records carry stable slot ids only.", "universe: crypto only → crypto + US equities (era boundary unprovable — excluded from version-specific claims). US equities added mid-season; exact boundary cycle not preserved.", "prompt: day-trader prompt → medium-term investor prompt (thesis + invalidation continuity) (effective 2026-07-09T00:00:00.000Z). Investor-prompt rewrite landed 2026-07-09 (CLAUDE.md \"investor regime since 2026-07-09\"); date is known even though the exact cycle index is not.", "rule: crypto cycles only → US market-day gating for equity actions/screening (effective 2026-07-09T00:00:00.000Z). Equity market-day gating (src/market-data/market-calendar.ts) landed with the same 2026-07-09 investor regime change." ] } ], "limitations": [ "returnPct includes unrealized P&L; realized and unrealized are reported separately per season (a season winner has previously carried negative realized P&L while leading on unrealized gains).", "Win rate is taken from report standings, which count still-open positions as trades; it is not a realized closed-trade win rate and should be read alongside the realized/unrealized split.", "Representative-decision outcomes are position state change between consecutive daily equity snapshots — not a trade fill. Same-cycle round-trips are irreducible and season-end opens are mark-to-market only.", "Cross-season comparison only: prompts, model versions, cadence, asset universe and market regimes changed between seasons — these are not one controlled experiment.", "Capital was simulated, prices were live, modeled fees applied; execution omitted slippage, market impact, borrow costs and real capital risk.", "Samples are short (2 shared completed seasons); behavior is described with sample size, never as a permanent trait of Mistral or GLM.", "Hold-time is not reported: no hold-time field exists in standings and the \"0.0 hours\" text in report prose is a placeholder, not a measurement. Profit factor is not archived and is omitted.", "One or more seasons were force-liquidated at close (every position sold, fee-bearing); the official standings reflect that post-liquidation snapshot, but cross-season return aggregates use each season's comparabilityReturnPct — the last pre-liquidation daily snapshot for force-liquidated seasons, report standings otherwise — so seasons that retained open exposure stay comparable. The finalization basis differs across seasons." ], "sourceFiles": [ { "path": "data/competitions/season-5.json", "role": "season-metadata", "sha256": "sha256:3f3a83589fb1165b4da34cf0db0a848c0ae93728fbfb101aae32623985bf3c90", "seasonSlug": "season-5" }, { "path": "data/competitions/season-5/decision-history/glm-5.json", "role": "decision-history", "sha256": "sha256:e02f80583e5b29233a24eb952f09de9f3c0240eb6d76dc360ce6b1b3912fd9c7", "seasonSlug": "season-5", "modelId": "glm-5" }, { "path": "data/competitions/season-5/decision-history/mistral-medium-3-5.json", "role": "decision-history", "sha256": "sha256:7fc321addc7af82e4b5c62eeeffd40c2fd0002344428038e63a14921e316fa96", "seasonSlug": "season-5", "modelId": "mistral-medium-3-5" }, { "path": "data/competitions/season-5/equity-history.json", "role": "equity-history", "sha256": "sha256:d86f23f814afb8c5834fa39f5916e92c14cb75fbd3524293216c0a058005261e", "seasonSlug": "season-5" }, { "path": "data/competitions/season-5/report.json", "role": "report", "sha256": "sha256:192cc557fe6b452fe334cf7dfd50b12aacb739f908e5d9576eb56bcdeade0ae6", "seasonSlug": "season-5" }, { "path": "data/competitions/season-6.json", "role": "season-metadata", "sha256": "sha256:0e4afad118a61d364fc573c3714eb427530df8f382008f714b83f65e7599b031", "seasonSlug": "season-6" }, { "path": "data/competitions/season-6/decision-history/glm-5.json", "role": "decision-history", "sha256": "sha256:6fdff49c0ed35f9b262502e0c236ae2e954beb4f259105b027aa4bde14350980", "seasonSlug": "season-6", "modelId": "glm-5" }, { "path": "data/competitions/season-6/decision-history/mistral-medium-3-5.json", "role": "decision-history", "sha256": "sha256:89a5863c2c9bed7bf724d76166a6924cfe8bc29889ffc329c8c6c3bc5973dbfb", "seasonSlug": "season-6", "modelId": "mistral-medium-3-5" }, { "path": "data/competitions/season-6/equity-history.json", "role": "equity-history", "sha256": "sha256:5b6203945e1c932c98190478f8e323b2aaa4fb37c950052efa53dc992ac62c41", "seasonSlug": "season-6" }, { "path": "data/competitions/season-6/report.json", "role": "report", "sha256": "sha256:2e03c9ccc64520043bd1369db43cb5b2221e9375f8e2b74ef7908560f38062e4", "seasonSlug": "season-6" } ], "generatedAt": "2026-07-18T05:32:03.854Z", "sourceHash": "sha256:7dea433090362d9a57af14e27397049e1d58e6879f6c0f2afce0491fea47bdde" }