{ "artifact": "cleartrace_scorecard_edition", "edition": 2, "published": "2026-08-07", "generated_at": 1786076858.4972758, "onchain_as_of": "2026-08-05T20:24:30.066807+00:00", "onchain_window_days": 7, "onchain_slippage_as_of": "2026-08-05T20:24:13+00:00", "onchain_as_of_covers": [ "revert_rates", "execution_slippage" ], "chain": "ethereum", "metric": "aggregator_leaderboard", "quote_preliminary": false, "note": "Execution cost + revert rate are on-chain over ALL trades (Component A, high volume). Quote accuracy is a forward-captured fork-sim sample (Component B) \u2014 see quote_confidence. Rows with quote_sampled=false are on-chain-only (we report their execution + revert numbers but don't yet sample their quotes). is_baseline=true marks a VENUE default (Uniswap): its execution cost is the direct-DEX median \u2014 the default aggregators are compared against, not routed execution. onchain_user_revert_rate_pct is the revert rate over only senders classified as genuine users (methodology v6) \u2014 on rows flagged revert_known_residual (headline dominated by documented bot spam) it is the rate users actually experience. execution_model is router | batch_auction | intent | unclassified, and revert_comparable=true ONLY for routers \u2014 the model where the user submits the swap, so a failed swap is a reverted user transaction we can count. On a batch auction (CoW) or an intent venue (1inch Fusion) a solver/resolver submits, so an unfilled order never becomes a transaction: the on-chain revert rate is structurally near zero and is NOT a reliability signal. Do not rank revert rates across execution models.", "rows": [ { "source": "bitget_dex_aggregator", "dune_project": "bitget_dex_aggregator", "quote_sampled": false, "is_baseline": false, "quote_median_gap_bps": null, "quote_confidence": "none", "quote_realized_samples": 0, "onchain_slippage_bps": 2.24, "onchain_toxicity": 2.2, "onchain_trades": 3402, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": 1.31, "onchain_routing_txs": 43100, "onchain_user_revert_rate_pct": 0.47, "onchain_user_txs": 41723, "onchain_reverted_txs": 563, "onchain_user_reverted_txs": 196, "revert_known_residual": false, "execution_model": "router", "revert_comparable": true }, { "source": "bebop", "dune_project": "bebop", "quote_sampled": true, "is_baseline": false, "quote_median_gap_bps": 0.0, "quote_confidence": "rated", "quote_realized_samples": 3126, "onchain_slippage_bps": 6.66, "onchain_toxicity": 6.7, "onchain_trades": 1526, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": 3.85, "onchain_routing_txs": 92269, "onchain_user_revert_rate_pct": 1.28, "onchain_user_txs": 81230, "onchain_reverted_txs": 3552, "onchain_user_reverted_txs": 1043, "revert_known_residual": false, "execution_model": "unclassified", "revert_comparable": false }, { "source": "oneinch", "dune_project": "1inch", "quote_sampled": true, "is_baseline": false, "quote_median_gap_bps": 0.0, "quote_confidence": "rated", "quote_realized_samples": 4731, "onchain_slippage_bps": 6.9, "onchain_toxicity": 6.9, "onchain_trades": 14105, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": 1.41, "onchain_routing_txs": 91593, "onchain_user_revert_rate_pct": 0.58, "onchain_user_txs": 88600, "onchain_reverted_txs": 1289, "onchain_user_reverted_txs": 513, "revert_known_residual": false, "execution_model": "router", "revert_comparable": true }, { "source": "uniswap", "dune_project": "uniswap", "quote_sampled": true, "is_baseline": true, "quote_median_gap_bps": 0.0, "quote_confidence": "rated", "quote_realized_samples": 4834, "onchain_slippage_bps": 8.82, "onchain_toxicity": 8.8, "onchain_trades": 240117, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": 2.81, "onchain_routing_txs": 149656, "onchain_user_revert_rate_pct": 1.05, "onchain_user_txs": 136787, "onchain_reverted_txs": 4203, "onchain_user_reverted_txs": 1436, "revert_known_residual": false, "execution_model": "router", "revert_comparable": true }, { "source": "kyberswap", "dune_project": "kyberswap", "quote_sampled": true, "is_baseline": false, "quote_median_gap_bps": 1.18, "quote_confidence": "rated", "quote_realized_samples": 4506, "onchain_slippage_bps": 9.42, "onchain_toxicity": 9.4, "onchain_trades": 11952, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": 2.39, "onchain_routing_txs": 87659, "onchain_user_revert_rate_pct": 1.0, "onchain_user_txs": 80736, "onchain_reverted_txs": 2099, "onchain_user_reverted_txs": 808, "revert_known_residual": false, "execution_model": "router", "revert_comparable": true }, { "source": "cow_protocol", "dune_project": "cow_protocol", "quote_sampled": false, "is_baseline": false, "quote_median_gap_bps": null, "quote_confidence": "none", "quote_realized_samples": 0, "onchain_slippage_bps": 10.26, "onchain_toxicity": 10.3, "onchain_trades": 12390, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": 0.09, "onchain_routing_txs": 70898, "onchain_user_revert_rate_pct": 0.01, "onchain_user_txs": 70558, "onchain_reverted_txs": 63, "onchain_user_reverted_txs": 6, "revert_known_residual": false, "execution_model": "batch_auction", "revert_comparable": false }, { "source": "paraswap", "dune_project": "velora", "quote_sampled": true, "is_baseline": false, "quote_median_gap_bps": 1.0, "quote_confidence": "rated", "quote_realized_samples": 4633, "onchain_slippage_bps": 17.95, "onchain_toxicity": 17.9, "onchain_trades": 4472, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": 1.7, "onchain_routing_txs": 25008, "onchain_user_revert_rate_pct": 0.35, "onchain_user_txs": 23457, "onchain_reverted_txs": 426, "onchain_user_reverted_txs": 81, "revert_known_residual": false, "execution_model": "router", "revert_comparable": true }, { "source": "okx", "dune_project": "okx", "quote_sampled": true, "is_baseline": false, "quote_median_gap_bps": 3.04, "quote_confidence": "rated", "quote_realized_samples": 3033, "onchain_slippage_bps": 23.26, "onchain_toxicity": 23.3, "onchain_trades": 3016, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": null, "onchain_routing_txs": null, "onchain_user_revert_rate_pct": null, "onchain_user_txs": null, "onchain_reverted_txs": null, "onchain_user_reverted_txs": null, "revert_known_residual": false, "execution_model": "router", "revert_comparable": true }, { "source": "tokenlon", "dune_project": "tokenlon", "quote_sampled": false, "is_baseline": false, "quote_median_gap_bps": null, "quote_confidence": "none", "quote_realized_samples": 0, "onchain_slippage_bps": 74.47, "onchain_toxicity": 74.5, "onchain_trades": 2114, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": 0.0, "onchain_routing_txs": 2705, "onchain_user_revert_rate_pct": 0.0, "onchain_user_txs": 2705, "onchain_reverted_txs": 0, "onchain_user_reverted_txs": 0, "revert_known_residual": false, "execution_model": "unclassified", "revert_comparable": false }, { "source": "odos", "dune_project": "odos", "quote_sampled": true, "is_baseline": false, "quote_median_gap_bps": 0.0, "quote_confidence": "rated", "quote_realized_samples": 3109, "onchain_slippage_bps": null, "onchain_toxicity": null, "onchain_trades": null, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": null, "onchain_routing_txs": null, "onchain_user_revert_rate_pct": null, "onchain_user_txs": null, "onchain_reverted_txs": null, "onchain_user_reverted_txs": null, "revert_known_residual": false, "wound_down": true, "status_note": "Wound down 2026-07-30 \u00b7 data through Jul 2026", "execution_model": "router", "revert_comparable": true }, { "source": "openocean", "dune_project": "openocean", "quote_sampled": true, "is_baseline": false, "quote_median_gap_bps": 10.96, "quote_confidence": "rated", "quote_realized_samples": 3800, "onchain_slippage_bps": null, "onchain_toxicity": null, "onchain_trades": null, "onchain_slippage_all_chain_bps": 14.57, "onchain_slippage_all_chain_trades": 2426, "onchain_revert_rate_pct": 5.87, "onchain_routing_txs": 2931, "onchain_user_revert_rate_pct": 0.76, "onchain_user_txs": 2363, "onchain_reverted_txs": 172, "onchain_user_reverted_txs": 18, "revert_known_residual": false, "execution_model": "router", "revert_comparable": true }, { "source": "sushi", "dune_project": "sushiswap", "quote_sampled": true, "is_baseline": false, "quote_median_gap_bps": 0.0, "quote_confidence": "rated", "quote_realized_samples": 3869, "onchain_slippage_bps": null, "onchain_toxicity": null, "onchain_trades": null, "onchain_slippage_all_chain_bps": 28.75, "onchain_slippage_all_chain_trades": 1862, "onchain_revert_rate_pct": 2.54, "onchain_routing_txs": 40575, "onchain_user_revert_rate_pct": 0.29, "onchain_user_txs": 36775, "onchain_reverted_txs": 1029, "onchain_user_reverted_txs": 107, "revert_known_residual": false, "execution_model": "router", "revert_comparable": true }, { "source": "lifi", "dune_project": "lifi", "quote_sampled": true, "is_baseline": false, "quote_median_gap_bps": 0.82, "quote_confidence": "rated", "quote_realized_samples": 2828, "onchain_slippage_bps": null, "onchain_toxicity": null, "onchain_trades": null, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": null, "onchain_routing_txs": null, "onchain_user_revert_rate_pct": null, "onchain_user_txs": null, "onchain_reverted_txs": null, "onchain_user_reverted_txs": null, "revert_known_residual": false, "execution_model": "router", "revert_comparable": true }, { "source": "1inch-LOP", "dune_project": "1inch-LOP", "quote_sampled": false, "is_baseline": false, "quote_median_gap_bps": null, "quote_confidence": "none", "quote_realized_samples": 0, "onchain_slippage_bps": null, "onchain_toxicity": null, "onchain_trades": null, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": 0.62, "onchain_routing_txs": 31637, "onchain_user_revert_rate_pct": 0.43, "onchain_user_txs": 31389, "onchain_reverted_txs": 196, "onchain_user_reverted_txs": 136, "revert_known_residual": false, "execution_model": "intent", "revert_comparable": false }, { "source": "DODO X", "dune_project": "DODO X", "quote_sampled": false, "is_baseline": false, "quote_median_gap_bps": null, "quote_confidence": "none", "quote_realized_samples": 0, "onchain_slippage_bps": null, "onchain_toxicity": null, "onchain_trades": null, "onchain_slippage_all_chain_bps": null, "onchain_slippage_all_chain_trades": null, "onchain_revert_rate_pct": 3.59, "onchain_routing_txs": 17364, "onchain_user_revert_rate_pct": 0.89, "onchain_user_txs": 15222, "onchain_reverted_txs": 624, "onchain_user_reverted_txs": 136, "revert_known_residual": false, "execution_model": "unclassified", "revert_comparable": false } ], "execution_by_frontend": [ { "blockchain": "ethereum", "bucket": "aggregator_api_direct", "originating_frontend": null, "confidence": "medium", "total_trades": 1008, "median_slippage_bps": 2.44, "execution_quality_score": 97.6 }, { "blockchain": "ethereum", "bucket": "wallet_embedded", "originating_frontend": "metamask: MetaSwap", "confidence": "high", "total_trades": 4427, "median_slippage_bps": 4.81, "execution_quality_score": 95.2 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "uniswap: UniversalRouter", "confidence": "high", "total_trades": 12970, "median_slippage_bps": 5.26, "execution_quality_score": 94.7 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "uniswap_v3: SwapRouter", "confidence": "medium", "total_trades": 739, "median_slippage_bps": 5.54, "execution_quality_score": 94.5 }, { "blockchain": "ethereum", "bucket": "wallet_embedded", "originating_frontend": "metamask: MetaBridge", "confidence": "high", "total_trades": 332, "median_slippage_bps": 6.07, "execution_quality_score": 93.9 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "uniswap: UniversalRouter", "confidence": "low", "total_trades": 984, "median_slippage_bps": 7.35, "execution_quality_score": 92.7 }, { "blockchain": "ethereum", "bucket": "unattributed", "originating_frontend": null, "confidence": "low", "total_trades": 173172, "median_slippage_bps": 8.04, "execution_quality_score": 92.0 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "uniswap: UniversalRouter", "confidence": "medium", "total_trades": 498, "median_slippage_bps": 9.32, "execution_quality_score": 90.7 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "uniswap_v3: SwapRouter", "confidence": "low", "total_trades": 1661, "median_slippage_bps": 10.06, "execution_quality_score": 89.9 }, { "blockchain": "ethereum", "bucket": "unattributed", "originating_frontend": null, "confidence": "none", "total_trades": 188381, "median_slippage_bps": 10.93, "execution_quality_score": 89.1 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "uniswap_v3: SwapRouter02", "confidence": "low", "total_trades": 1982, "median_slippage_bps": 14.8, "execution_quality_score": 85.2 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "sushiswap: RouteProcessor11", "confidence": "medium", "total_trades": 600, "median_slippage_bps": 38.48, "execution_quality_score": 61.5 }, { "blockchain": "ethereum", "bucket": "aggregator_api_direct", "originating_frontend": "paraswap: AugustusV6_2", "confidence": "medium", "total_trades": 736, "median_slippage_bps": 45.31, "execution_quality_score": 54.7 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "uniswap_v2: Router02", "confidence": "low", "total_trades": 1128, "median_slippage_bps": 50.2, "execution_quality_score": 49.8 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "uniswap_v2: UniswapV2Factory", "confidence": "low", "total_trades": 1128, "median_slippage_bps": 50.33, "execution_quality_score": 49.7 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "pancakeswap_v3: SwapRouter", "confidence": "low", "total_trades": 377, "median_slippage_bps": 54.74, "execution_quality_score": 45.3 }, { "blockchain": "ethereum", "bucket": "named_frontend", "originating_frontend": "paraswap_v6: AugustusFeeVault", "confidence": "medium", "total_trades": 714, "median_slippage_bps": 68.79, "execution_quality_score": 31.2 } ] }