diff --git a/benchmarks/dex-network-coverage.yml b/benchmarks/dex-network-coverage.yml
index 29b361bd..19852251 100644
--- a/benchmarks/dex-network-coverage.yml
+++ b/benchmarks/dex-network-coverage.yml
@@ -4,7 +4,7 @@ slug: dex-network-coverage
 number: "090"
 title: DEX indexer with most blockchains, live coverage ranking
 seo_title: "DEX indexer most chains 2026"
-seo_description: "Which DEX indexer supports the most blockchains? Live coverage ranking across GeckoTerminal, Codex, DefiLlama, DexPaprika and Sim by Dune."
+seo_description: "Which DEX indexer supports the most blockchains? Live coverage ranking across GeckoTerminal, Codex, DexPaprika and Sim by Dune."
 subtitle: Number of blockchains where each major DEX indexer actively indexes pools + swap volumes, audited every six hours against each provider's public networks endpoint.
 category: Aggregators
 status: live
@@ -20,29 +20,28 @@ seo_intro: |
   can this API return pool addresses, live swap events, OHLCV candles
   and trending pools. Providers on this leaderboard run their own DEX
   pool indexer as a product (GeckoTerminal `/networks`, Codex
-  `getNetworks`, DefiLlama `/chains`, DexPaprika `/networks`, Sim by
-  Dune `/evm/supported-chains`). Asset-registry coverage (chains where
-  an API knows tokens for contract-address lookup) is a different
-  question measured on the sister bench asset-registry-coverage.
+  `getNetworks`, DexPaprika `/networks`, Sim by Dune
+  `/evm/supported-chains`). Asset-registry coverage (chains where an
+  API knows tokens for contract-address lookup) is a different question
+  measured on the sister bench asset-registry-coverage.
 
 abstract: |
   We benchmark how many networks each major DEX indexer publishes as
   actively indexed for pools + swap volumes. The harness fetches the
-  official listing every six hours from five providers (GeckoTerminal,
-  Codex, DefiLlama, DexPaprika, Sim by Dune), deduplicates by chain id
-  or platform slug and counts. Mainnet only. Asset-registry coverage
-  (chains where the provider knows tokens for contract-address lookups)
-  is measured on bench asset-registry-coverage because it answers a
-  different question, an API can list tokens on 300 chains through a
-  market-data pipeline while running DEX pool indexing on only a
-  dozen. Both leaderboards live under Aggregators so a reader can
-  compare a provider on the axis that matches their product.
+  official listing every six hours from four providers (GeckoTerminal,
+  Codex, DexPaprika, Sim by Dune), deduplicates by chain id or platform
+  slug and counts. Mainnet only. Asset-registry coverage (chains where
+  the provider knows tokens for contract-address lookups) is measured
+  on bench asset-registry-coverage because it answers a different
+  question, an API can list tokens on 300 chains through a market-data
+  pipeline while running DEX pool indexing on only a dozen. Both
+  leaderboards live under Aggregators so a reader can compare a
+  provider on the axis that matches their product.
 
 methodology:
   - "Source: each provider's public DEX-indexer networks endpoint."
   - "GeckoTerminal: GET /api/v2/networks (paginated, no auth). Chains where GeckoTerminal actively indexes DEX pools + trades."
   - "Codex: GraphQL `getNetworks` query at https://graph.codex.io/graphql with an official API key. Chains covered by Defined.fi's DEX data pipeline."
-  - "DefiLlama: GET https://api.llama.fi/chains (no auth). Chains tracked by DefiLlama's TVL crawler, every chain with at least one indexed DeFi protocol, DEX chains are a subset."
   - "DexPaprika: GET https://api.dexpaprika.com/networks (no auth). CoinPaprika's dedicated DEX tracker product, separate from the market-data API."
   - "Sim by Dune: GET https://api.sim.dune.com/v1/evm/supported-chains (no auth). EVM only, mainnets filtered via the `mainnet` tag."
   - "Cadence: full refresh every 6 hours."
@@ -53,7 +52,6 @@ findings:
   - "{{best_name}} currently leads at {{best_p50}} chains across {{count}} measured providers. The count is read live from each provider's DEX-networks endpoint, so the number reflects where each API actively indexes DEX pools + swap volumes today, not a marketing claim."
   - "{{name:geckoterminal}} sits at {{p50:geckoterminal}} chains via `/api/v2/networks`. GeckoTerminal indexes wherever CoinGecko's DEX pipeline reaches, so the count tracks the CoinGecko DEX-rollout roadmap rather than a standalone listing decision."
   - "{{name:codex}} clocks {{p50:codex}} chains via `getNetworks`. Defined.fi historically prioritises depth on EVM + Solana DEX coverage rather than breadth across niche chains, which surfaces here as a tighter count with stronger per-chain DEX quality than a raw breadth ranking implies."
-  - "{{name:defillama}} publishes {{p50:defillama}} chains via `/chains`. Broader than DEX-only (includes lending, LSTs, restaking, bridges) because the endpoint tracks every chain with at least one indexed DeFi protocol, DEX chains are a subset. The count is the canonical open reference for chains with meaningful onchain financial activity."
   - "DEX-indexer breadth is one axis of a data API. Asset-registry breadth (bench asset-registry-coverage) and per-chain head lag (bench aggregator-head-lag) measure the other axes a serious DEX-integration decision needs."
 
 source: https://github.com/ChainBench/OpenChainBench/tree/main/harnesses/network-coverage
@@ -67,8 +65,6 @@ faq:
     a: "{{best_name}} currently leads at {{best_p50}} chains across {{count}} measured providers. The count is read every six hours directly from each provider's own DEX-networks endpoint and deduplicated by chain id, so the leaderboard reflects where each API actively indexes DEX pools + swap volumes today, not a claim from a marketing page."
   - q: "Why is this bench separate from asset-registry-coverage?"
     a: "DEX-pool coverage and asset-registry coverage are two different products, not a single metric. GeckoTerminal indexes DEX pools on ~265 chains via `/networks`; CoinPaprika lists 300+ chains in `/v1/contracts` because it indexes token metadata everywhere. Comparing them on one leaderboard makes the number meaningless, a market-data API always wins on chain count while a DEX indexer always wins on pool-level depth. This bench answers the DEX-indexing question. The sister bench asset-registry-coverage answers the token-lookup question."
-  - q: "Does DefiLlama really index DEX pools on 400+ chains?"
-    a: "DefiLlama's `/chains` endpoint tracks every chain with at least one indexed DeFi protocol (DEXes, lending, LSTs, restaking, bridges, oracles), so the count is broader than DEX-only. DEX chains are a subset. DefiLlama sits on the leaderboard because the same crawler backs their DEX-volumes aggregator, and the endpoint is the canonical open reference for `chains with meaningful onchain financial activity`. Read alongside the more DEX-specific counts from GeckoTerminal, Codex and DexPaprika for the DEX-only view."
   - q: "Why isn't CoinGecko / Mobula / CoinPaprika on this leaderboard?"
     a: "Those providers are measured on the sister bench asset-registry-coverage because their product is chain-scoped token metadata + market data, not DEX pool indexing. CoinGecko powers GeckoTerminal on the DEX side, but the token-registry number and the DEX-indexed number are measured separately because they answer different questions. Mobula and CoinPaprika are market-data APIs, not DEX pool indexers, DexPaprika is CoinPaprika's dedicated DEX product and is on this leaderboard."
   - q: "How often is the chain count refreshed?"
@@ -77,8 +73,7 @@ faq:
     a: "Any chain a provider lists as a production network for DEX indexing, identified by a unique chain id or slug. Ethereum, Solana, Base, Arbitrum, BNB, Avalanche and so on each count once regardless of how the provider labels them internally. Testnet listings are filtered server-side where the provider exposes a testnet flag. Sim by Dune is EVM only by construction of the `/v1/evm/supported-chains` endpoint."
 
 # Real metrics exposed by the network-coverage harness:
-#   networks_supported_total{provider="geckoterminal"|"codex"|
-#                                     "defillama"|"dexpaprika"|"dune"}
+#   networks_supported_total{provider="geckoterminal"|"codex"|"dexpaprika"|"dune"}
 #     -> gauge, the unique-chain count from the latest successful refresh.
 
 providers:
@@ -108,19 +103,6 @@ providers:
       sample_size: networks_supported_total{provider="codex"}
       series: networks_supported_total{provider="codex"}
 
-  - slug: defillama
-    name: DefiLlama
-    tag: TVL + DEX-volumes aggregator
-    formula: "Count of chains returned by DefiLlama's public `/chains` endpoint (chains with at least one indexed DeFi protocol; DEX chains are a subset), refreshed every 6 hours."
-    queries:
-      p50: networks_supported_total{provider="defillama"}
-      p90: networks_supported_total{provider="defillama"}
-      p99: networks_supported_total{provider="defillama"}
-      mean: networks_supported_total{provider="defillama"}
-      success: clamp_max(networks_supported_total{provider="defillama"} > bool 0, 1)
-      sample_size: networks_supported_total{provider="defillama"}
-      series: networks_supported_total{provider="defillama"}
-
   - slug: dexpaprika
     name: DexPaprika
     tag: CoinPaprika's DEX product
diff --git a/benchmarks/validator-yield-hyperliquid.yml b/benchmarks/validator-yield-hyperliquid.yml
new file mode 100644
index 00000000..0164db43
--- /dev/null
+++ b/benchmarks/validator-yield-hyperliquid.yml
@@ -0,0 +1,447 @@
+# OpenChainBench. Bench № 115
+
+slug: validator-yield-hyperliquid
+number: "115"
+title: Hyperliquid validator leaderboard — live net APR, uptime, commission
+seo_title: "Best Hyperliquid validators 2026: yield, commission, uptime ranked"
+seo_description: "Live Hyperliquid validator leaderboard ranked by net APR. All 34 validators tracked: net yield in bps, commission rate, uptime %, delegated stake in USD. Updated every 5 minutes from /info validatorSummaries."
+subtitle: Per-validator net yield (predictedApr.day × uptime) in basis points across all 34 Hyperliquid validators. Ranked by net APR; commission and uptime shown as secondary columns.
+category: Blockchains
+status: live
+metric: Net yield
+unit: bps
+higher_is_better: true
+
+disclaimer: |
+  Honest scope. (1) `net_yield = predictedApr.day × uptimeFraction` from the Hyperliquid `/info validatorSummaries` endpoint. (2) No MEV layer exists at the validator level on Hyperliquid — the centralised sequencer captures order-flow value upstream. MEV is structurally absent from all figures. (3) Jailed validators (currently 6) land in the dataset with `predictedApr=0` and `net_yield=0`; they rank at the bottom. (4) APRs across the active set are tightly clustered (~200–225 bps) because Hyperliquid distributes rewards evenly across non-jailed validators — commission rate is the primary differentiator for delegators.
+
+seo_intro: |
+  Hyperliquid runs a permissioned validator set of ~30 active nodes. Unlike
+  Solana's ~3000-validator market where yield spreads across hundreds of bps,
+  every non-jailed Hyperliquid validator earns the same gross APR from the
+  protocol — the only differentiation is commission rate, uptime, and jail
+  risk. This page surfaces the full active set, ranked by net yield
+  (gross APR after commission and downtime drag), so a delegator can see
+  exactly which operators take the smallest cut and stay online.
+
+  The data updates every 5 minutes from the Hyperliquid `/info
+  validatorSummaries` endpoint. Net yield is `predictedApr.day ×
+  uptimeFraction`, expressed in basis points (1% = 100 bps).
+
+abstract: |
+  Every 5 minutes, the validator-yield harness POSTs `{"type":
+  "validatorSummaries"}` to `api.hyperliquid.xyz/info` and reads
+  `predictedApr.day` × `stats[day].uptimeFraction` per validator. Jailed
+  validators receive `net_yield_bps = 0` regardless of their published APR.
+  Commission is taken from the `commission` field (decimal fraction, e.g.
+  `0.04` = 4% = 400 bps). Delegated stake is the `stake` field divided by
+  `1e8` (HYPE token has 8 decimal places) then multiplied by the live HYPE
+  oracle price from `metaAndAssetCtxs`. All metrics land in Prometheus under
+  `ocb_validator_net_yield_bps{chain="hyperliquid", validator=<addr>,
+  name=<label>}`.
+
+methodology:
+  - "Source: `POST api.hyperliquid.xyz/info {type: validatorSummaries}`. Fields used: `predictedApr` (day window), `stats[day].uptimeFraction`, `commission`, `stake` (in HYPE-wei, divide by 1e8), `isJailed`, `isActive`."
+  - "Net yield formula: `net_yield_bps = predictedApr.day × uptimeFraction × 10000`. Jailed validators are forced to 0 regardless of published APR."
+  - "Commission is a decimal fraction from the API (0.04 = 4%). Displayed in bps (0.04 × 10000 = 400 bps). Lower commission = better for delegators."
+  - "Stake USD: `(stake / 1e8) × HYPE oracle price`. HYPE price from `metaAndAssetCtxs` `oraclePx` (fallback: markPx, midPx)."
+  - "Cadence: 5-minute scrape. HL validator stats move on sub-hour timescales (consensus window = day, but jail/unjail is near-instant), so 5-minute polling is sufficient."
+  - "The bench includes all 34 validators currently returned by validatorSummaries, including jailed and near-zero-stake nodes, for complete transparency. Jailed nodes land at 0 bps yield."
+
+findings:
+  - "Commission is the only meaningful differentiator among healthy Hyperliquid validators: all active non-jailed validators earn the same gross APR (~225 bps as of this snapshot). A delegator choosing between them is effectively choosing a commission rate."
+  - "Zero-commission validators (infinitefield.xyz, HyperStake, CMI, Flowdex) lead the net yield ranking by construction — they take no cut from delegators."
+  - "The four Hyper Foundation validators (1–4) collectively hold ~$10B+ in staked HYPE and charge 3% commission (300 bps). Foundation-5 added later at the same terms."
+  - "Anchorage By Figment charges 10% commission (1000 bps), the highest among active non-jailed validators, which reduces delegator net yield by ~20 bps relative to zero-commission nodes."
+  - "6 validators are currently jailed (Figment, Falcon Capital, Asymmetric Research, HyperCN X hlscan, Red Pond, cp0x by STAKR.space). They earn 0 yield and their delegated stake is minimal (<10k HYPE each)."
+
+faq:
+  - q: "Why are all active Hyperliquid validators at nearly the same APR?"
+    a: "Hyperliquid distributes staking rewards evenly across the active (non-jailed) validator set. There is no MEV layer at the validator level, and no per-validator block-production variability like on Solana. The gross APR is set by the protocol reward pool divided equally. Commission rate is the only variable that affects delegator yield, which is why the net yield ranking is almost a direct inversion of the commission ranking."
+  - q: "What does 'jailed' mean on Hyperliquid?"
+    a: "Jailed validators have been penalised by the consensus mechanism for a fault (e.g., double-sign, downtime threshold breach). A jailed validator earns no rewards and its delegators earn nothing. The validator can be unjailed after a cooldown period. This bench surfaces jailed validators explicitly rather than filtering them, so delegators can see which operators have a jail history."
+  - q: "Why does Hyperliquid yield (~200 bps) look lower than Solana (~560 bps)?"
+    a: "Three structural reasons. (1) Hyperliquid pays staking rewards in HYPE only, with no inflation subsidy analogous to Solana's ~5% protocol issuance. (2) No MEV tips exist at the validator level. (3) The reward pool is split evenly across ~30 validators, giving a flat ~2% APR. A delegator choosing Hyperliquid is accepting lower yield in exchange for simpler, more predictable returns with no MEV variance."
+  - q: "How often does the data update?"
+    a: "Every 5 minutes. Validator APR on Hyperliquid moves on consensus window timescales (the day stat window refreshes continuously), so 5-minute polling captures any commission changes, jail events, or APR shifts within a single business-hour interval."
+
+source: https://github.com/ChainBench/OpenChainBench/tree/main/harnesses/validator-yield
+
+prometheus:
+  window: 24h
+  expected_freshness_seconds: 600
+
+providers:
+  - slug: hyper-foundation-3
+    name: "Hyper Foundation 3"
+    tag: "3% commission · 55.7M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps). Hyper Foundation validator."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyper Foundation 3"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Hyper Foundation 3"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Hyper Foundation 3"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Hyper Foundation 3"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyper Foundation 3"}[24h])
+
+  - slug: hyper-foundation-2
+    name: "Hyper Foundation 2"
+    tag: "3% commission · 55.1M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps). Hyper Foundation validator."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyper Foundation 2"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Hyper Foundation 2"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Hyper Foundation 2"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Hyper Foundation 2"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyper Foundation 2"}[24h])
+
+  - slug: hyper-foundation-1
+    name: "Hyper Foundation 1"
+    tag: "3% commission · 52.4M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps). Hyper Foundation validator."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyper Foundation 1"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Hyper Foundation 1"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Hyper Foundation 1"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Hyper Foundation 1"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyper Foundation 1"}[24h])
+
+  - slug: hyper-foundation-4
+    name: "Hyper Foundation 4"
+    tag: "3% commission · 34.7M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps). Hyper Foundation validator."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyper Foundation 4"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Hyper Foundation 4"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Hyper Foundation 4"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Hyper Foundation 4"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyper Foundation 4"}[24h])
+
+  - slug: anchorage-by-figment
+    name: "Anchorage By Figment"
+    tag: "10% commission · 29.6M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 10% (1000 bps) — highest among active non-jailed validators."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Anchorage By Figment"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Anchorage By Figment"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Anchorage By Figment"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Anchorage By Figment"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Anchorage By Figment"}[24h])
+
+  - slug: hypurrscanning
+    name: "Hypurrscanning"
+    tag: "1% commission · 23.3M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 1% (100 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hypurrscanning"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Hypurrscanning"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Hypurrscanning"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Hypurrscanning"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hypurrscanning"}[24h])
+
+  - slug: hyperliquid-strategies-x-unit
+    name: "Hyperliquid Strategies x Unit"
+    tag: "2% commission · 22.6M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 2% (200 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyperliquid Strategies x Unit"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Hyperliquid Strategies x Unit"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Hyperliquid Strategies x Unit"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Hyperliquid Strategies x Unit"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyperliquid Strategies x Unit"}[24h])
+
+  - slug: nansen-x-hypurrcollective
+    name: "Nansen x HypurrCollective"
+    tag: "2% commission · 21.9M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 2% (200 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Nansen x HypurrCollective"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Nansen x HypurrCollective"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Nansen x HypurrCollective"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Nansen x HypurrCollective"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Nansen x HypurrCollective"}[24h])
+
+  - slug: infinitefield-xyz
+    name: "infinitefield.xyz"
+    tag: "0% commission · 18.2M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 0% — takes no cut from delegators."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="infinitefield.xyz"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="infinitefield.xyz"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="infinitefield.xyz"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="infinitefield.xyz"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="infinitefield.xyz"}[24h])
+
+  - slug: hyper-foundation-5
+    name: "Hyper Foundation 5"
+    tag: "3% commission · 15.3M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps). Hyper Foundation validator."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyper Foundation 5"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Hyper Foundation 5"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Hyper Foundation 5"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Hyper Foundation 5"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyper Foundation 5"}[24h])
+
+  - slug: hyperstake
+    name: "HyperStake"
+    tag: "0% commission · 9.9M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 0% — takes no cut from delegators."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="HyperStake"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="HyperStake"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="HyperStake"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="HyperStake"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="HyperStake"}[24h])
+
+  - slug: cmi
+    name: "CMI"
+    tag: "0% commission · 9.3M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 0% — takes no cut from delegators."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="CMI"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="CMI"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="CMI"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="CMI"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="CMI"}[24h])
+
+  - slug: hyperdash
+    name: "Hyperdash"
+    tag: "3% commission · 9.2M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyperdash"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Hyperdash"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Hyperdash"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Hyperdash"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyperdash"}[24h])
+
+  - slug: asxn
+    name: "ASXN"
+    tag: "4.9% commission · 8.8M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 4.9% (490 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="ASXN"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="ASXN"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="ASXN"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="ASXN"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="ASXN"}[24h])
+
+  - slug: hypurrcorea-spacebar-x-despread
+    name: "HypurrCorea - Spacebar x DeSpread"
+    tag: "3% commission · 8.2M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="HypurrCorea - Spacebar x DeSpread"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="HypurrCorea - Spacebar x DeSpread"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="HypurrCorea - Spacebar x DeSpread"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="HypurrCorea - Spacebar x DeSpread"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="HypurrCorea - Spacebar x DeSpread"}[24h])
+
+  - slug: usdt0-x-luganodes
+    name: "USDT0 x Luganodes"
+    tag: "3% commission · 7.5M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="USDT0 x Luganodes"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="USDT0 x Luganodes"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="USDT0 x Luganodes"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="USDT0 x Luganodes"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="USDT0 x Luganodes"}[24h])
+
+  - slug: purrposeful-x-hybridge-x-pip
+    name: "Purrposeful x HyBridge x PiP"
+    tag: "1.75% commission · 7.2M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 1.75% (175 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Purrposeful x HyBridge x PiP"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Purrposeful x HyBridge x PiP"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Purrposeful x HyBridge x PiP"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Purrposeful x HyBridge x PiP"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Purrposeful x HyBridge x PiP"}[24h])
+
+  - slug: kinetiq-x-hyperion
+    name: "Kinetiq x Hyperion"
+    tag: "4% commission · 7.0M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 4% (400 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Kinetiq x Hyperion"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Kinetiq x Hyperion"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Kinetiq x Hyperion"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Kinetiq x Hyperion"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Kinetiq x Hyperion"}[24h])
+
+  - slug: validao
+    name: "ValiDAO"
+    tag: "4% commission · 6.7M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 4% (400 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="ValiDAO"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="ValiDAO"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="ValiDAO"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="ValiDAO"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="ValiDAO"}[24h])
+
+  - slug: bitwise-onchain-solutions-x-falconx
+    name: "Bitwise Onchain Solutions x FalconX"
+    tag: "3% commission · 5.6M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Bitwise Onchain Solutions x FalconX"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Bitwise Onchain Solutions x FalconX"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Bitwise Onchain Solutions x FalconX"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Bitwise Onchain Solutions x FalconX"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Bitwise Onchain Solutions x FalconX"}[24h])
+
+  - slug: alphaticks
+    name: "Alphaticks"
+    tag: "1% commission · 5.5M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 1% (100 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Alphaticks"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Alphaticks"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Alphaticks"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Alphaticks"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Alphaticks"}[24h])
+
+  - slug: b-harvest
+    name: "B-Harvest"
+    tag: "5% commission · 5.2M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 5% (500 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="B-Harvest"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="B-Harvest"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="B-Harvest"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="B-Harvest"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="B-Harvest"}[24h])
+
+  - slug: flowdex
+    name: "Flowdex"
+    tag: "0% commission · 5.1M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 0% — takes no cut from delegators."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Flowdex"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Flowdex"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Flowdex"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Flowdex"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Flowdex"}[24h])
+
+  - slug: liquid-spirit-x-hydromancer-x-rekt-gang
+    name: "Liquid Spirit x Hydromancer x Rekt Gang"
+    tag: "3% commission · 4.5M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Liquid Spirit x Hydromancer x Rekt Gang"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Liquid Spirit x Hydromancer x Rekt Gang"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Liquid Spirit x Hydromancer x Rekt Gang"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Liquid Spirit x Hydromancer x Rekt Gang"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Liquid Spirit x Hydromancer x Rekt Gang"}[24h])
+
+  - slug: hyperbeat-x-p2p-x-hypio
+    name: "Hyperbeat x P2P x Hypio"
+    tag: "2% commission · 3.9M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 2% (200 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyperbeat x P2P x Hypio"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Hyperbeat x P2P x Hypio"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Hyperbeat x P2P x Hypio"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Hyperbeat x P2P x Hypio"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Hyperbeat x P2P x Hypio"}[24h])
+
+  - slug: enigma-hypedexer-com-x-meria
+    name: "Enigma - Hypedexer.com X Meria"
+    tag: "3% commission · 3.3M HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 3% (300 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Enigma - Hypedexer.com X Meria"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Enigma - Hypedexer.com X Meria"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Enigma - Hypedexer.com X Meria"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Enigma - Hypedexer.com X Meria"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Enigma - Hypedexer.com X Meria"}[24h])
+
+  - slug: galaxydigital
+    name: "GalaxyDigital"
+    tag: "5% commission · 640K HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 5% (500 bps)."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="GalaxyDigital"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="GalaxyDigital"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="GalaxyDigital"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="GalaxyDigital"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="GalaxyDigital"}[24h])
+
+  - slug: meria
+    name: "Meria"
+    tag: "2.9% commission · 1.6K HYPE staked"
+    formula: "Net yield = predictedApr.day × uptimeFraction. Commission 2.9% (290 bps). Near-zero stake."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Meria"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Meria"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Meria"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Meria"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Meria"}[24h])
+
+  - slug: figment
+    name: "Figment"
+    tag: "5% commission · JAILED"
+    formula: "Net yield = 0 (jailed). Commission 5% (500 bps). Jailed validators earn no rewards."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Figment"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Figment"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Figment"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Figment"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Figment"}[24h])
+
+  - slug: falcon-capital
+    name: "Falcon Capital"
+    tag: "100% commission · JAILED"
+    formula: "Net yield = 0 (jailed). Commission 100% (10000 bps). Jailed validators earn no rewards."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Falcon Capital"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Falcon Capital"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Falcon Capital"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Falcon Capital"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Falcon Capital"}[24h])
+
+  - slug: asymmetric-research
+    name: "Asymmetric Research"
+    tag: "1.5% commission · JAILED"
+    formula: "Net yield = 0 (jailed). Commission 1.5% (150 bps). Jailed validators earn no rewards."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Asymmetric Research"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Asymmetric Research"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Asymmetric Research"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Asymmetric Research"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Asymmetric Research"}[24h])
+
+  - slug: hypercn-x-hlscan
+    name: "HyperCN X hlscan"
+    tag: "1% commission · JAILED"
+    formula: "Net yield = 0 (jailed). Commission 1% (100 bps). Jailed validators earn no rewards."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="HyperCN X hlscan"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="HyperCN X hlscan"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="HyperCN X hlscan"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="HyperCN X hlscan"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="HyperCN X hlscan"}[24h])
+
+  - slug: red-pond
+    name: "Red Pond"
+    tag: "1% commission · JAILED"
+    formula: "Net yield = 0 (jailed). Commission 1% (100 bps). Jailed validators earn no rewards."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Red Pond"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="Red Pond"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="Red Pond"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="Red Pond"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="Red Pond"}[24h])
+
+  - slug: cp0x-by-stakr-space
+    name: "cp0x by STAKR.space"
+    tag: "0% commission · JAILED"
+    formula: "Net yield = 0 (jailed). Commission 0%. Jailed validators earn no rewards."
+    queries:
+      p50: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="cp0x by STAKR.space"}[24h])
+      success: clamp_max(avg_over_time(ocb_validator_uptime_pct{chain="hyperliquid",name="cp0x by STAKR.space"}[24h]) / 100, 1)
+      mean: ocb_validator_commission_bps{chain="hyperliquid",name="cp0x by STAKR.space"}
+      sample_size: ocb_validator_stake_usd{chain="hyperliquid",name="cp0x by STAKR.space"}
+      series: avg_over_time(ocb_validator_net_yield_bps{chain="hyperliquid",name="cp0x by STAKR.space"}[24h])
diff --git a/harnesses/network-coverage/cmd/script/defillama.go b/harnesses/network-coverage/cmd/script/defillama.go
deleted file mode 100644
index 4a28310a..00000000
--- a/harnesses/network-coverage/cmd/script/defillama.go
+++ /dev/null
@@ -1,60 +0,0 @@
-package main
-
-import (
-	"encoding/json"
-	"fmt"
-	"io"
-	"net/http"
-	"time"
-)
-
-// DefiLlama tracks TVL across every chain with at least one indexed
-// protocol. Broader than "DEX-only" (includes lending, LSTs, restaking,
-// bridges, oracles), but it is the canonical open reference for
-// "chains with meaningful on-chain financial activity" — and the same
-// crawler backs their DEX-volumes aggregator, so DEX chains are a
-// subset of what /chains returns.
-const defiLlamaChainsURL = "https://api.llama.fi/chains"
-
-type defiLlamaChain struct {
-	Name     string  `json:"name"`
-	ChainID  any     `json:"chainId"`  // number for EVM chains, null elsewhere
-	Gecko    string  `json:"gecko_id"`
-	TVL      float64 `json:"tvl"`
-	CMCID    string  `json:"cmcId"`
-	TokenSym string  `json:"tokenSymbol"`
-}
-
-func fetchDefiLlama(_ *Config) ProviderResult {
-	res := ProviderResult{Provider: "defillama"}
-	client := &http.Client{Timeout: 15 * time.Second}
-	req, _ := http.NewRequest("GET", defiLlamaChainsURL, nil)
-	req.Header.Set("Accept", "application/json")
-	req.Header.Set("User-Agent", "OpenChainBench/1.0 (+https://openchainbench.com)")
-
-	resp, err := client.Do(req)
-	if err != nil {
-		res.Err = fmt.Sprintf("request_error: %v", err)
-		return res
-	}
-	defer resp.Body.Close()
-	body, _ := io.ReadAll(resp.Body)
-	if resp.StatusCode != 200 {
-		res.Err = fmt.Sprintf("status_%d", resp.StatusCode)
-		return res
-	}
-
-	var parsed []defiLlamaChain
-	if err := json.Unmarshal(body, &parsed); err != nil {
-		res.Err = fmt.Sprintf("parse_error: %v", err)
-		return res
-	}
-	for _, c := range parsed {
-		res.Networks = append(res.Networks, Network{
-			ChainID: fmt.Sprintf("%v", c.ChainID),
-			Slug:    c.Gecko,
-			Name:    c.Name,
-		})
-	}
-	return res
-}
diff --git a/harnesses/network-coverage/cmd/script/main.go b/harnesses/network-coverage/cmd/script/main.go
index 4133fe1f..885a9ffa 100644
--- a/harnesses/network-coverage/cmd/script/main.go
+++ b/harnesses/network-coverage/cmd/script/main.go
@@ -75,7 +75,6 @@ func fetchAll(cfg *Config) {
 		{"dune", fetchSimDune},
 		{"coinstats", fetchCoinStats},
 		{"coingecko", fetchCoinGecko},
-		{"defillama", fetchDefiLlama},
 		{"dexpaprika", fetchDexPaprika},
 	}
 
diff --git a/harnesses/pm-cohort-stats/cmd/script/main.go b/harnesses/pm-cohort-stats/cmd/script/main.go
index 75bd332e..966d6b35 100644
--- a/harnesses/pm-cohort-stats/cmd/script/main.go
+++ b/harnesses/pm-cohort-stats/cmd/script/main.go
@@ -92,6 +92,12 @@ func main() {
 		runManifoldLoop(cfg, stop)
 	}()
 
+	wg.Add(1)
+	go func() {
+		defer wg.Done()
+		runPolymarketUSLoop(cfg, stop)
+	}()
+
 	<-sigChan
 	fmt.Println("\nShutting down...")
 	close(stop)
@@ -187,3 +193,18 @@ func runManifoldLoop(cfg *Config, stop <-chan struct{}) {
 		}
 	}
 }
+
+func runPolymarketUSLoop(cfg *Config, stop <-chan struct{}) {
+	tick := time.NewTicker(cfg.PolymarketRefreshInterval)
+	defer tick.Stop()
+
+	fetchAllPolymarketUS()
+	for {
+		select {
+		case <-stop:
+			return
+		case <-tick.C:
+			fetchAllPolymarketUS()
+		}
+	}
+}
diff --git a/harnesses/pm-cohort-stats/cmd/script/polymarket_us.go b/harnesses/pm-cohort-stats/cmd/script/polymarket_us.go
new file mode 100644
index 00000000..8188e8e1
--- /dev/null
+++ b/harnesses/pm-cohort-stats/cmd/script/polymarket_us.go
@@ -0,0 +1,116 @@
+package main
+
+import (
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/url"
+	"time"
+)
+
+// Polymarket US (QCX) is the CFTC-regulated DCM operated by QCX Inc,
+// accessible at https://polymarketexchange.com. It mirrors the Polymarket
+// Global market catalog under CFTC supervision and offers retail access
+// via Robinhood.
+//
+// Public API: https://gateway.polymarket.us/v1
+//   GET /markets?limit=100&offset=N&active=true&closed=false
+//   Returns up to 100 market rows, no volume/OI fields.
+//
+// Volume and OI are NOT available in the public REST catalog:
+//   - The /markets list only carries bid/ask quotes and market metadata.
+//   - The /markets/{slug}/bbo endpoint gives per-market OI but would
+//     require one request per market — prohibitive for a 30k+ catalog.
+//   - There is no /stats aggregate endpoint.
+//
+// We therefore publish:
+//   pm_venue_active_markets{venue="polymarket-us"}   counted from pagination
+//   (all other pm_venue_* gauges stay at their zero default = null in Prom)
+//
+// Rate budget: 50 pages * 100 markets = 5000 markets counted per tick.
+// At 5-min tick intervals and 20 req/s gateway cap: ~0.1 req/s average,
+// well within budget.
+
+const (
+	polymarketUSBase     = "https://gateway.polymarket.us"
+	polymarketUSMaxPages = 50
+	polymarketUSLimit    = 100
+	polymarketUSUA       = "OCB-pm-cohort-stats/1.0 (+https://openchainbench.com/methodology; contact@mobula.io)"
+)
+
+var httpClientPolymarketUS = &http.Client{Timeout: 15 * time.Second}
+
+type polymarketUSMarket struct {
+	Active bool   `json:"active"`
+	Closed bool   `json:"closed"`
+	Slug   string `json:"slug"`
+}
+
+type polymarketUSListResponse struct {
+	Markets []polymarketUSMarket `json:"markets"`
+}
+
+// fetchAllPolymarketUS counts active markets on Polymarket US and writes
+// pm_venue_active_markets{venue="polymarket-us"}. Volume and OI remain at
+// their zero default because the public gateway does not expose aggregate
+// financial metrics.
+func fetchAllPolymarketUS() {
+	start := time.Now()
+	const slug = "polymarket-us"
+	const source = "gateway-polymarket-us"
+
+	activeCount, err := countPolymarketUSActiveMarkets()
+	if err != nil {
+		pmCohortStatsFetchErrors.WithLabelValues(slug, source, classifyError(err.Error())).Inc()
+		fmt.Printf("[polymarket-us] count error: %v\n", err)
+		return
+	}
+
+	pmVenueActiveMarkets.WithLabelValues(slug).Set(float64(activeCount))
+	pmCohortStatsLastRefresh.WithLabelValues(slug, source).SetToCurrentTime()
+	pmCohortStatsFetchLatencyMs.WithLabelValues(slug, source).Set(float64(time.Since(start).Milliseconds()))
+	pmCohortStatsLastTickUnix.SetToCurrentTime()
+	fmt.Printf("[polymarket-us] active_markets=%d latency=%dms\n", activeCount, time.Since(start).Milliseconds())
+}
+
+func countPolymarketUSActiveMarkets() (int, error) {
+	total := 0
+	for page := 0; page < polymarketUSMaxPages; page++ {
+		offset := page * polymarketUSLimit
+		u, _ := url.Parse(polymarketUSBase + "/v1/markets")
+		q := u.Query()
+		q.Set("limit", fmt.Sprintf("%d", polymarketUSLimit))
+		q.Set("offset", fmt.Sprintf("%d", offset))
+		q.Set("active", "true")
+		q.Set("closed", "false")
+		u.RawQuery = q.Encode()
+
+		req, err := http.NewRequest("GET", u.String(), nil)
+		if err != nil {
+			return total, fmt.Errorf("build request: %w", err)
+		}
+		req.Header.Set("User-Agent", polymarketUSUA)
+
+		resp, err := httpClientPolymarketUS.Do(req)
+		if err != nil {
+			return total, fmt.Errorf("fetch page %d: %w", page, err)
+		}
+
+		var body polymarketUSListResponse
+		if err := json.NewDecoder(resp.Body).Decode(&body); err != nil {
+			resp.Body.Close()
+			return total, fmt.Errorf("decode page %d: %w", page, err)
+		}
+		resp.Body.Close()
+
+		n := len(body.Markets)
+		total += n
+		if n < polymarketUSLimit {
+			break
+		}
+
+		// Courtesy inter-page delay: stay well under the 20 req/s gateway cap.
+		time.Sleep(150 * time.Millisecond)
+	}
+	return total, nil
+}
diff --git a/harnesses/pm-cohort-stats/cmd/script/registry.go b/harnesses/pm-cohort-stats/cmd/script/registry.go
index fbab9f38..0cb3db25 100644
--- a/harnesses/pm-cohort-stats/cmd/script/registry.go
+++ b/harnesses/pm-cohort-stats/cmd/script/registry.go
@@ -26,11 +26,12 @@ type Venue struct {
 // Order = display order in the PM hub.
 // Adding a new venue: append here, append on the OCB site, redeploy both.
 var Registry = []Venue{
-	{Slug: "polymarket", Name: "Polymarket", Type: "onchain", Chain: "polygon"},
-	{Slug: "kalshi", Name: "Kalshi", Type: "offchain", Chain: ""},
-	{Slug: "limitless", Name: "Limitless", Type: "onchain", Chain: "base"},
-	{Slug: "manifold", Name: "Manifold", Type: "offchain", Chain: ""},
-	{Slug: "myriad", Name: "Myriad", Type: "onchain", Chain: "abstract"},
+	{Slug: "polymarket",    Name: "Polymarket",    Type: "onchain",  Chain: "polygon"},
+	{Slug: "polymarket-us", Name: "Polymarket US", Type: "offchain", Chain: ""},
+	{Slug: "kalshi",        Name: "Kalshi",        Type: "offchain", Chain: ""},
+	{Slug: "limitless",     Name: "Limitless",     Type: "onchain",  Chain: "base"},
+	{Slug: "manifold",      Name: "Manifold",      Type: "offchain", Chain: ""},
+	{Slug: "myriad",        Name: "Myriad",        Type: "onchain",  Chain: "abstract"},
 }
 
 // VenueBySlug returns the Venue with the given slug, or nil if not found.
diff --git a/src/app/benchmarks/[slug]/share-card/route.tsx b/src/app/benchmarks/[slug]/share-card/route.tsx
index 08a3a50c..e84913cc 100644
--- a/src/app/benchmarks/[slug]/share-card/route.tsx
+++ b/src/app/benchmarks/[slug]/share-card/route.tsx
@@ -672,18 +672,27 @@ export async function GET(
 
   const colors = buildProviderColors(benchmark.results);
 
-  switch (template) {
-    case "snapshot":
-      return renderSnapshot(filteredSafe, colors, chainLabel);
-    case "headline":
-      return renderHeadline(benchmark, colors, headlineProvider, chainLabel);
-    case "compare":
-      return renderCompare(benchmark, colors, compareA, compareB, chainLabel);
-    case "leaderboard":
-      return renderLeaderboard(benchmark, colors, chainLabel);
-    case "ranking":
-    default:
-      return renderRanking(benchmark, colors, chainLabel);
+  try {
+    switch (template) {
+      case "snapshot":
+        return await renderSnapshot(filteredSafe, colors, chainLabel);
+      case "headline":
+        return await renderHeadline(benchmark, colors, headlineProvider, chainLabel);
+      case "compare":
+        return await renderCompare(benchmark, colors, compareA, compareB, chainLabel);
+      case "leaderboard":
+        return await renderLeaderboard(benchmark, colors, chainLabel);
+      case "ranking":
+      default:
+        return await renderRanking(benchmark, colors, chainLabel);
+    }
+  } catch (err) {
+    const msg = err instanceof Error ? `${err.message}\n${err.stack}` : String(err);
+    console.error(`[share-card] ${slug} template=${template} ERROR:`, msg);
+    return new Response(`render_error: ${err instanceof Error ? err.message : String(err)}`, {
+      status: 500,
+      headers: { "content-type": "text/plain" },
+    });
   }
 }
 
diff --git a/src/components/benchmark-body.tsx b/src/components/benchmark-body.tsx
index f12775ef..1db2ea88 100644
--- a/src/components/benchmark-body.tsx
+++ b/src/components/benchmark-body.tsx
@@ -586,12 +586,19 @@ export function BenchmarkBody({
   }, [hasLongHistory, longRangeKey, hlArchiveCache]);
 
   // Derive the chart's `longRangeSeries` prop from the archive cache.
-  // Each entry maps `slug -> daily-fees array` because the HL bench
-  // headline metric is builder fees collected (USD). The leaderboard
-  // below independently shows volume + fees + fills, so the wire shape
-  // carries all three — only `fees` is fed to the chart Y-axis.
+  // The mapped field is chosen based on the active panel so that switching
+  // to a users/volume/fees panel also updates the long-range chart Y-axis.
   const hlLongRangeSeries = useMemo(() => {
     if (!hasLongHistory) return undefined;
+    // Pick the archive field that matches the active panel metric so the
+    // chart shows the right series when a panel (users / volume / fees) is
+    // selected and the Prom 90d/1y panel series isn't available.
+    const field =
+      activePanelId === "users" || activePanelId === "users_7d" || activePanelId === "users_30d"
+        ? "users" as const
+        : activePanelId === "volume" || activePanelId === "volume_7d" || activePanelId === "volume_30d"
+          ? "vol" as const
+          : "fees" as const;
     const map: Partial<Record<ChartRange, Record<string, number[]>>> = {};
     for (const w of LONG_RANGES) {
       const cached = hlArchiveCache[w];
@@ -599,15 +606,14 @@ export function BenchmarkBody({
       const ts = cached.timeseries_daily ?? {};
       const perBuilder: Record<string, number[]> = {};
       for (const [slug, days] of Object.entries(ts)) {
-        // Builder fees collected. If the metric mapping later grows to
-        // include companion charts (volume / fills), this branch picks
-        // the matching field per metric label.
-        perBuilder[slug] = days.map((d) => d.fees);
+        perBuilder[slug] = days.map((d) =>
+          field === "users" ? (d.users ?? 0) : field === "vol" ? d.vol : d.fees
+        );
       }
       map[w] = perBuilder;
     }
     return map;
-  }, [hasLongHistory, hlArchiveCache]);
+  }, [hasLongHistory, hlArchiveCache, activePanelId]);
 
   const hlActiveArchive: HlArchiveHistoryResponse | null = useMemo(() => {
     if (!hasLongHistory || !longRangeKey) return null;
diff --git a/src/components/time-series-chart/index.tsx b/src/components/time-series-chart/index.tsx
index 8fd3ea42..3839ef4e 100644
--- a/src/components/time-series-chart/index.tsx
+++ b/src/components/time-series-chart/index.tsx
@@ -380,12 +380,19 @@ export function TimeSeriesChart({
       if (range === "7d") {
         return seriesOverride7d ?? panelLazy7d ?? seriesOverride;
       }
-      // 90d / 1y: served from Prom via lazy fetch. Return empty map while
-      // loading so the chart shows an empty state rather than stale 24h data.
-      // 180d / all: no panel data — these tabs stay disabled for panels.
-      if (range === "90d") return panelLazy90d ?? {};
-      if (range === "1y") return panelLazy1y ?? {};
-      return seriesOverride;
+      // 90d / 1y: use Prom-backed lazy series when available, otherwise
+      // return undefined so pickBenchValues falls through to longRangeSeries
+      // (archive). An empty map would hide the archive lines.
+      // 180d / all: no Prom panel data; fall through to longRangeSeries.
+      if (range === "90d") {
+        if (panelLazy90d && Object.keys(panelLazy90d).length > 0) return panelLazy90d;
+        return undefined;
+      }
+      if (range === "1y") {
+        if (panelLazy1y && Object.keys(panelLazy1y).length > 0) return panelLazy1y;
+        return undefined;
+      }
+      return undefined;
     };
     const panel = pickPanel();
     const sliceOverride = (full: (number | null)[]): (number | null)[] => {
@@ -542,17 +549,16 @@ export function TimeSeriesChart({
               {/* Hairline separator between live (Prom) and archive
                   ranges so the reader sees they come from a different
                   data source — kept inside the same pill strip so the
-                  selection feels like one control. Panel tabs disable
-                  the archive ranges (panel data is not archived). */}
+                  selection feels like one control. */}
               <span
                 aria-hidden
                 className="mx-1 inline-block h-4 w-px bg-rule"
               />
               {LONG_RANGES.map((r) => {
                 const active = r === range;
-                // 90d / 1y are Prom-backed for panel views; 180d / all are
-                // archive-only and stay disabled when a panel is active.
-                const panelBlocks = panelActive && r !== "90d" && r !== "1y";
+                // Archive series covers all long-range windows (90d/180d/1y/all)
+                // even when a panel is active — panelBlocks no longer needed.
+                const panelBlocks = false;
                 const disabled = longRangeDisabled || panelBlocks;
                 const title = panelBlocks
                   ? "Switch to the main metric for 180D / ALL history"
diff --git a/src/lib/data-api-stats.ts b/src/lib/data-api-stats.ts
index f8a0a084..d563c52a 100644
--- a/src/lib/data-api-stats.ts
+++ b/src/lib/data-api-stats.ts
@@ -282,13 +282,21 @@ export function fmtDataValue(v: number, unit: Benchmark["unit"]): string {
     case "pct":
       return `${v.toFixed(1)}%`;
     case "count":
-      return String(Math.round(v));
-    case "s":
-    case "sec":
-      return v < 1
-        ? `${(v * 1000).toFixed(0)} ms`
-        : `${v.toFixed(2)} s`;
+      return v >= 1000 ? `${Math.round(v / 1000)}k` : String(Math.round(v));
+    case "s": {
+      // Convention: benches with unit "s" store ms in ms.p50 (see format.ts)
+      const s = v / 1000;
+      if (s >= 60) return `${(s / 60).toFixed(1)} min`;
+      if (s < 1) return `${Math.round(v)} ms`;
+      return `${s.toFixed(2)} s`;
+    }
+    case "sec": {
+      // True seconds (indexing-freshness, etc.)
+      if (v >= 60) return `${(v / 60).toFixed(1)} min`;
+      return `${v.toFixed(1)} s`;
+    }
     case "ms":
+      if (v >= 1000) return `${(v / 1000).toFixed(2)} s`;
       return `${Math.round(v)} ms`;
     case "bps":
     case "bp":