diff --git a/benchmarks/network-coverage.yml b/benchmarks/network-coverage.yml
index 4e1468c5..3ae529d1 100644
--- a/benchmarks/network-coverage.yml
+++ b/benchmarks/network-coverage.yml
@@ -3,8 +3,8 @@
 slug: network-coverage
 number: "005"
 title: Onchain data API with most networks supported
-seo_title: "Crypto data API with the most blockchains supported in 2026: Codex, GeckoTerminal, Mobula live"
-seo_description: "Live blockchain coverage leaderboard. How many mainnets each onchain data API (Mobula, Codex, GeckoTerminal) officially supports right now, audited every six hours against their public network endpoints."
+seo_title: "Crypto data API with the most blockchains supported in 2026: Mobula, Codex, GeckoTerminal, Covalent, CoinPaprika, CoinStats, Sim by Dune live"
+seo_description: "Live blockchain coverage leaderboard. How many mainnets each onchain data API (Mobula, Codex, GeckoTerminal, Covalent/GoldRush, CoinPaprika, CoinStats, Sim by Dune) officially supports right now, audited every six hours against their public network endpoints."
 subtitle: Number of blockchains each major onchain data provider officially supports.
 category: Aggregators
 status: live
@@ -32,19 +32,24 @@ seo_intro: |
 abstract: |
   We benchmark how many networks each major onchain data provider lists
   in its public "supported networks" endpoint. The harness fetches the
-  official listing every six hours from GeckoTerminal, Codex and Mobula,
-  deduplicates by chain id and counts. Mainnet only, testnets are
-  excluded because providers list them inconsistently and the comparison
-  is meant to reflect what a builder can integrate against in production.
-  Coverage breadth is one dimension of a data provider's product, not a
-  ranking on quality. Latency, freshness and metadata completeness are
-  measured separately by benches № 001 and № 004.
+  official listing every six hours from seven providers (GeckoTerminal,
+  Codex, Mobula, CoinPaprika, Covalent/GoldRush, CoinStats and Sim by
+  Dune), deduplicates by chain id and counts. Mainnet only,
+  testnets are excluded because providers list them inconsistently and
+  the comparison is meant to reflect what a builder can integrate against
+  in production. Coverage breadth is one dimension of a data provider's
+  product, not a ranking on quality. Latency, freshness and metadata
+  completeness are measured separately by benches № 001 and № 004.
 
 methodology:
   - "Source: each provider's public supported-networks endpoint."
   - "GeckoTerminal: GET /api/v2/networks (paginated, no auth)."
   - "Codex: GraphQL `getNetworks` query at https://graph.codex.io/graphql with an official API key."
   - "Mobula: GET /api/1/blockchains with an Authorization API key."
+  - "CoinPaprika: GET /v1/contracts (no auth) — list of platforms supported for contract lookup."
+  - "Covalent / GoldRush: GET /v1/chains/ with a Bearer API key; testnets filtered via `is_testnet`."
+  - "CoinStats: GET /wallet/blockchains with X-API-KEY."
+  - "Sim by Dune: GET /v1/evm/supported-chains (no auth) — EVM only, mainnets filtered via the `mainnet` tag."
   - "Cadence: full refresh every 6 hours."
   - "Counting: a provider's network is counted once per unique chain id; mainnet only."
   - "Failures (network errors, rate limits, auth errors) leave the previous count in place and increment a fetch_errors counter. the page falls back to its last successful sample."
@@ -77,7 +82,9 @@ faq:
     a: "Any chain a provider lists as a queryable production environment, identified by a unique chain id. Ethereum mainnet, Solana mainnet, Base, Arbitrum, BNB Chain, Bitcoin and so on each count once regardless of how the provider labels them internally. Bridged variants of a token on different chains are not the same chain. The chain id is the deduplication key."
 
 # Real metrics exposed by the network-coverage harness:
-#   networks_supported_total{provider="geckoterminal"|"codex"|"mobula"}
+#   networks_supported_total{provider="geckoterminal"|"codex"|"mobula"|
+#                                     "coinpaprika"|"covalent"|
+#                                     "coinstats"|"sim-dune"}
 #     -> gauge, the unique-chain count from the latest successful refresh.
 #   network_supported{provider, chain_id, slug, name} -> gauge (1 per
 #     network; useful for diff queries on the site if we add a
@@ -122,3 +129,55 @@ providers:
       success: clamp_max(networks_supported_total{provider="mobula"} > bool 0, 1)
       sample_size: networks_supported_total{provider="mobula"}
       series: networks_supported_total{provider="mobula"}
+
+  - slug: coinpaprika
+    name: CoinPaprika
+    tag: Market data API
+    formula: "Count of platform slugs returned by CoinPaprika's public `/v1/contracts` endpoint, refreshed every 6 hours."
+    queries:
+      p50: networks_supported_total{provider="coinpaprika"}
+      p90: networks_supported_total{provider="coinpaprika"}
+      p99: networks_supported_total{provider="coinpaprika"}
+      mean: networks_supported_total{provider="coinpaprika"}
+      success: clamp_max(networks_supported_total{provider="coinpaprika"} > bool 0, 1)
+      sample_size: networks_supported_total{provider="coinpaprika"}
+      series: networks_supported_total{provider="coinpaprika"}
+
+  - slug: covalent
+    name: Covalent
+    tag: GoldRush multichain data
+    formula: "Count of unique mainnet chains returned by Covalent's `/v1/chains/` endpoint with `is_testnet=false`, refreshed every 6 hours."
+    queries:
+      p50: networks_supported_total{provider="covalent"}
+      p90: networks_supported_total{provider="covalent"}
+      p99: networks_supported_total{provider="covalent"}
+      mean: networks_supported_total{provider="covalent"}
+      success: clamp_max(networks_supported_total{provider="covalent"} > bool 0, 1)
+      sample_size: networks_supported_total{provider="covalent"}
+      series: networks_supported_total{provider="covalent"}
+
+  - slug: coinstats
+    name: CoinStats
+    tag: Portfolio + market data
+    formula: "Count of blockchains returned by CoinStats's `/wallet/blockchains` endpoint, refreshed every 6 hours."
+    queries:
+      p50: networks_supported_total{provider="coinstats"}
+      p90: networks_supported_total{provider="coinstats"}
+      p99: networks_supported_total{provider="coinstats"}
+      mean: networks_supported_total{provider="coinstats"}
+      success: clamp_max(networks_supported_total{provider="coinstats"} > bool 0, 1)
+      sample_size: networks_supported_total{provider="coinstats"}
+      series: networks_supported_total{provider="coinstats"}
+
+  - slug: sim-dune
+    name: Sim by Dune
+    tag: EVM data API (Dune Sim)
+    formula: "Count of EVM chains tagged `mainnet` in Sim by Dune's `/v1/evm/supported-chains` endpoint, refreshed every 6 hours. EVM-only."
+    queries:
+      p50: networks_supported_total{provider="sim-dune"}
+      p90: networks_supported_total{provider="sim-dune"}
+      p99: networks_supported_total{provider="sim-dune"}
+      mean: networks_supported_total{provider="sim-dune"}
+      success: clamp_max(networks_supported_total{provider="sim-dune"} > bool 0, 1)
+      sample_size: networks_supported_total{provider="sim-dune"}
+      series: networks_supported_total{provider="sim-dune"}
diff --git a/public/logos/coinpaprika.svg b/public/logos/coinpaprika.svg
new file mode 100644
index 00000000..122b7608
--- /dev/null
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diff --git a/public/logos/coinstats.svg b/public/logos/coinstats.svg
new file mode 100644
index 00000000..dd88ae09
--- /dev/null
+++ b/public/logos/coinstats.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="512" height="512" viewBox="90 90 332 332" fill="none" xmlns:v="https://vecta.io/nano"><path d="M409.721 290.412a157.61 157.61 0 0 0-2.492-78.315 157.6 157.6 0 0 0-39.897-67.438c-18.763-18.762-41.96-32.484-67.44-39.892s-52.417-8.263-78.316-2.487l39.764 148.342 148.381 39.79z" fill="#ff9332"/><path d="M361.882 291.186a111.59 111.59 0 0 1-29.349 46.039c-13.445 12.68-29.829 21.821-47.679 26.604s-36.611 5.057-54.594.798a111.58 111.58 0 0 1-48.436-25.197l-32.531 32.53a157.64 157.64 0 0 0 69.072 36.999 157.63 157.63 0 0 0 78.353-.832c25.631-6.868 49.113-20.095 68.27-38.457s33.369-41.261 41.318-66.578l-44.424-11.906z" fill="#ea5237"/><path d="M159.353 311.811c-8.267-14.346-13.24-30.351-14.56-46.855a111.67 111.67 0 0 1 34.007-89.49c11.948-11.463 26.296-20.126 42.004-25.361l-11.907-44.424a157.61 157.61 0 0 0-105.028 109.585c-6.867 25.63-7.151 52.579-.828 78.349s19.051 49.525 37.002 69.065l32.596-32.53a112.69 112.69 0 0 1-13.286-18.339h0z" fill="#ffb347"/></svg>
\ No newline at end of file
diff --git a/public/logos/covalent.svg b/public/logos/covalent.svg
new file mode 100644
index 00000000..76d2cfce
--- /dev/null
+++ b/public/logos/covalent.svg
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="utf-8"?>
+<svg xmlns="http://www.w3.org/2000/svg" width="200" height="200" viewBox="0 0 200.5 200.5" fill="none">
+<path d="M98.3781 131.812V102.022H70.3321C69.8955 107.155 67.6318 111.767 64.194 115.205C60.3538 119.045 55.0489 121.42 49.1893 121.42C43.3295 121.42 38.0244 119.045 34.1842 115.205C30.7464 111.767 28.4827 107.155 28.0463 102.022H0V189.88C0 195.69 4.70982 200.4 10.5197 200.4H98.3781V170.609C98.3781 169.603 99.1939 168.787 100.2 168.787C105.054 168.787 109.448 166.82 112.629 163.639C115.809 160.459 117.777 156.065 117.777 151.211C117.777 146.357 115.809 141.963 112.629 138.782C109.448 135.602 105.054 133.634 100.2 133.634C99.1941 133.634 98.3781 132.818 98.3781 131.812Z" fill="#00D8D5"/>
+<path d="M78.9997 50.1037C78.9918 49.9081 78.9894 49.8315 78.9873 49.7544L78.9867 49.728C78.9846 49.6453 78.9828 49.5626 78.9818 49.4797L78.9814 49.4369C78.9805 49.3545 78.9798 49.2718 78.9798 49.1891C78.9798 43.3294 81.3552 38.0242 85.1951 34.1841C88.6331 30.7461 93.2453 28.4824 98.3781 28.0461V0H10.5197C4.70982 0 0 4.70982 0 10.5197V98.3781H29.7906C30.7966 98.3781 31.6124 99.1939 31.6124 100.2C31.6124 105.054 33.5799 109.448 36.7604 112.629C39.941 115.809 44.3353 117.777 49.1893 117.777C54.043 117.777 58.4372 115.809 61.6179 112.629C64.7984 109.448 66.7658 105.054 66.7658 100.2C66.7658 99.1939 67.5816 98.3781 68.5877 98.3781H98.3781V70.332C93.2453 69.8956 88.6331 67.6318 85.1951 64.1939C81.7982 60.7969 79.5479 56.2534 79.0737 51.1937L79.0712 51.1688L79.0574 51.0121L79.044 50.8479L79.0352 50.7288L79.0287 50.6357L79.021 50.5187L79.0114 50.3537L78.9997 50.1037Z" fill="#FF4C8B"/>
+<path d="M102.022 0V29.7904C102.022 30.7965 101.206 31.6123 100.2 31.6123C95.3462 31.6123 90.9519 33.5798 87.7714 36.7602C84.5909 39.9409 82.6236 44.3352 82.6236 49.1891C82.6236 49.2595 82.6241 49.33 82.6249 49.4003L82.6253 49.4273L82.6292 49.6346L82.6299 49.6579C82.6336 49.8006 82.6388 49.943 82.6461 50.0849L82.6469 50.1007C82.8763 54.5918 84.7913 58.6375 87.7714 61.6177C90.9519 64.7982 95.3462 66.7657 100.2 66.7657C101.206 66.7657 102.022 67.5815 102.022 68.5876V98.3781H130.068C130.505 93.2453 132.768 88.6328 136.206 85.1951C140.046 81.3549 145.351 78.9797 151.211 78.9797C157.071 78.9797 162.376 81.3549 166.216 85.1951C169.654 88.6328 171.917 93.2453 172.354 98.3781H200.4V10.5197C200.4 4.70982 195.69 0 189.88 0H102.022Z" fill="#00D8D5"/>
+<path d="M200.401 102.022H170.61C169.604 102.022 168.788 101.206 168.788 100.2C168.788 95.3462 166.821 90.9518 163.64 87.7714C160.46 84.5908 156.065 82.6234 151.211 82.6234C146.358 82.6234 141.963 84.5908 138.783 87.7714C135.602 90.9518 133.635 95.3462 133.635 100.2C133.635 101.206 132.819 102.022 131.813 102.022H102.022V130.068C107.155 130.504 111.768 132.768 115.206 136.206C119.046 140.046 121.421 145.351 121.421 151.211C121.421 157.07 119.046 162.376 115.206 166.216C111.768 169.654 107.155 171.917 102.022 172.354V200.4H189.881C195.691 200.4 200.401 195.69 200.401 189.88V102.022Z" fill="#FF4C8B"/>
+</svg>
diff --git a/src/lib/logo-manifest.ts b/src/lib/logo-manifest.ts
index 8d29dc6c..afc7ee58 100644
--- a/src/lib/logo-manifest.ts
+++ b/src/lib/logo-manifest.ts
@@ -124,6 +124,11 @@ const RAW: Record<string, string> = {
   "pump-portal": "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/logos/pump-portal.svg",
   quicknode: "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/logos/quicknode.svg",
   "the-graph": "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/logos/the-graph.svg",
+
+  // ─── network-coverage bench providers (bench № 005 expansion) ───
+  coinpaprika: "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/logos/coinpaprika.svg",
+  covalent: "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/logos/covalent.svg",
+  coinstats: "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/logos/coinstats.svg",
 };
 
 // Asset-symbol aliases used by perp-fees as chain dimension values.
@@ -159,6 +164,9 @@ const ALIASES: Record<string, string> = {
   "arbitrum-official": "arbitrum",
   "avalanche-official": "avalanche",
   "optimism-official": "optimism",
+
+  // Sim by Dune is Dune's onchain-data product — reuses Dune's brand mark.
+  "sim-dune": "dune",
 };
 
 export function logoPath(slug: string): string | null {