11,402
Tools tracked
93% have a score
36 data & infrastructure tools ranked daily by real signals — traffic, GitHub stars, AI assistant referrals, user reviews. Click through for pricing, alternatives, and per-tool deltas.
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| 2 |  DataLineData & Infrastructure2/3 | 15 Top 50% #206 in Data & Infrastructure | Traffic0 GitHub10 Community21 Momentum0 | 2.5K | ★2.8(6) | 1.6K | 0 | — | Free |
| 3 |  Puppeteer AIData & Infrastructure2/3 | 15 Top 50% #211 in Data & Infrastructure | Traffic0 GitHub0 Community0 Momentum0 | 2.4K | — | 0 | 0 | — | Paidfrom $1/mo |
| 4 |  Mithril Security — AI Security SoftwareData & Infrastructure2/3 | 15 Top 50% #213 in Data & Infrastructure | Traffic0 GitHub0 Community6 Momentum0 | 5.9K | — | 7 | 0 | — | open-source |
| 5 |  SVGStud.ioData & Infrastructure2/3 | 18 Top 50% #147 in Data & Infrastructure | Traffic3 GitHub25 Community26 Momentum0 | 3.3K | ★3.3(21) | 7.9K | 0 | — | Free |
| 6 |  PDF Redaction — AI Security SoftwareData & Infrastructure2/3 | 18 Top 50% #149 in Data & Infrastructure | Traffic0 GitHub40 Community9 Momentum0 | 1.8K | — | 19 | 0 | — | freemium |
| 7 |  FindenData & Infrastructure3/3 | 18 Top 50% #158 in Data & Infrastructure | Traffic25 GitHub14 Community20 Momentum8 | 0 | — | 1 | 0 | — | freemium |
| 8 |  MilvusData & Infrastructure2/3 | 19 Top 50% #124 in Data & Infrastructure | Traffic5 GitHub0 Community7 Momentum0 | 583.3K | — | — | 0 | 2 | Free |
| 9 |  Ascend.ioData & Infrastructure2/3 | 20 Top 25% #116 in Data & Infrastructure | Traffic9 GitHub10 Community6 Momentum0 | 23.5K | — | 6 | 0 | — | paid |
| 10 |  DocsGPTData & Infrastructure2/3 | 21 Top 25% #99 in Data & Infrastructure | Traffic3 GitHub60 Community28 Momentum20 | 0 | ★5.0(2) | 18.3K | 0 | — | open-sourcefrom $20/mo |
| 11 |  Kanaries — AI Data Visualization ToolData & Infrastructure2/3 | 23 Top 25% #74 in Data & Infrastructure | Traffic0 GitHub25 Community28 Momentum0 | 155.1K | — | 16K | 0 | 2 | Open Sourcefrom $10.75/yr |
| 12 |  Grafana AssistantData & Infrastructure1/3 | 24 Top 25% #63 in Data & Infrastructure | Traffic11 GitHub0 Community2 Momentum0 | 1.5M | — | — | 0 | 4 | Freemiumfrom $0.015 |
| 13 |  ActiveloopData & Infrastructure2/3 | 24 Top 25% #64 in Data & Infrastructure | Traffic0 GitHub10 Community26 Momentum0 | 43.9K | — | 9.3K | 0 | 1 | Freemium |
| 14 |  Vespa.ai — AI Vector DatabaseData & Infrastructure2/3 | 27 Top 10% #56 in Data & Infrastructure | Traffic0 GitHub60 Community26 Momentum20 | 40K | — | 7.1K | 0 | — | Free |
| 15 |  Botsonic — AI Customer Support ToolData & Infrastructure2/3 | 28 Top 10% #52 in Data & Infrastructure | Traffic26 GitHub0 Community18 Momentum12 | 39.5K | — | 454 | 0 | — | enterprisefrom $16/yr |
| 16 |  Chat2DBData & Infrastructure2/3 | 29 Top 10% #48 in Data & Infrastructure | Traffic0 GitHub60 Community29 Momentum20 | 126.6K | ★5.0(2) | 28.3K | 0 | — | Freemiumfrom $19.80/mo |
| 17 |  ZillizData & Infrastructure2/3 | 30 Top 5% #44 in Data & Infrastructure | Traffic0 GitHub60 Community31 Momentum20 | 187.1K | — | 46.4K | 0 | 2 | Freemiumfrom $5/mo |
| 18 |  ReplicateData & Infrastructure2/3 | 31 Top 5% #38 in Data & Infrastructure | Traffic21 GitHub10 Community20 Momentum0 | 1.3M | ★1.5(2) | 598 | 0 | 4 | Pay-per-usefrom $0.36/unit |
| 19 |  Dynamiq — AI AgentData & Infrastructure2/3 | 31 Top 5% #39 in Data & Infrastructure | Traffic0 GitHub60 Community20 Momentum20 | 22.5K | — | 1.1K | 0 | — | open-source |
| 20 |  PineconeData & Infrastructure3/3 | 31 Top 5% #41 in Data & Infrastructure | Traffic9 GitHub9 Community21 Momentum0 | 648K | — | — | 0 | 3 | paidfrom $0.33/mo |
| 21 |  DustData & Infrastructure2/3 | 34 Top 5% #32 in Data & Infrastructure | Traffic17 GitHub60 Community21 Momentum20 | 692.1K | — | 1.5K | 0 | 1 | enterprise |
| 22 |  DVCData & Infrastructure2/3 | 35 Top 5% #29 in Data & Infrastructure | Traffic0 GitHub60 Community28 Momentum20 | 129.2K | — | 15.9K | 0 | — | Free |
| 23 |  UnstructuredData & Infrastructure2/3 | 36 Top 5% #28 in Data & Infrastructure | Traffic21 GitHub0 Community5 Momentum100 | 83.1K | — | 0 | 2 | 2 | freefrom $0.03 |
| 24 |  ScrapeGraphAI — AI Web Scraping ToolData & Infrastructure2/3 | 37 Top 5% #23 in Data & Infrastructure | Traffic16 GitHub40 Community30 Momentum20 | 156K | — | 31.8K | 0 | 2 | freemiumfrom $17/yr |
| 25 |  ChromaData & Infrastructure2/3 | 40 Top 2% #18 in Data & Infrastructure | Traffic13 GitHub60 Community35 Momentum20 | 257.1K | — | 29.5K | 0 | 4 | Freefrom $2.5/mo |
| 26 |  AstronomerData & Infrastructure2/3 | 40 Top 2% #19 in Data & Infrastructure | Traffic26 GitHub60 Community24 Momentum53 | 234.6K | — | 452 | 1 | 2 | freemium |
| 27 |  RunPodData & Infrastructure2/3 | 41 Top 2% #14 in Data & Infrastructure | Traffic21 GitHub18 Community21 Momentum100 | 2.3M | — | 390 | 2 | 5 | Pay-per-use |
| 28 |  ModalData & Infrastructure2/3 | 41 Top 2% #15 in Data & Infrastructure 1.0 | Traffic61 GitHub8 Community22 Momentum65 | 987.8K | — | 1 | 15 | 4 | Freemiumfrom $0.00003942 |
| 29 |  MindsDBData & Infrastructure3/3 | 41 Top 2% #16 in Data & Infrastructure 2.0 | Traffic22 GitHub63 Community38 Momentum25 | 42.3K | — | 756 | 0 | — | No Pricing |
| 30 |  IronClawData & Infrastructure3/3 | 43 Top 2% #13 in Data & Infrastructure | Traffic22 GitHub60 Community45 Momentum25 | 69.6K | ★5.0(2) | 12.7K | 0 | — | open-sourcefrom $5/mo |
| 31 |  HopsworksData & Infrastructure2/3 | 44 Top 2% #12 in Data & Infrastructure | Traffic15 GitHub45 Community19 Momentum100 | 36.8K | ★3.0(1) | 321 | 1 | — | free |
| 32 |  KestraData & Infrastructure3/3 | 46 Top 1% #9 in Data & Infrastructure | Traffic25 GitHub62 Community47 Momentum29 | 109.3K | — | 29.6K | 0 | 1 | enterprise |
| 33 |  WeaviateData & Infrastructure2/3 | 50 Top 1% #5 in Data & Infrastructure | Traffic32 GitHub60 Community34 Momentum87 | 137.9K | ★1.0(1) | 16.9K | 2 | 1 | Freemiumfrom $45/mo |
| 34 |  TursoData & Infrastructure2/3 | 55 Top 1% #3 in Data & Infrastructure | Traffic25 GitHub60 Community36 Momentum100 | 309.9K | — | 24.8K | 3 | 2 | Freemiumfrom $4.99/mo |
| 35 |  Dagster — AI Data Management ToolsData & Infrastructure2/3 | 56 Top 1% #2 in Data & Infrastructure | Traffic44 GitHub60 Community33 Momentum100 | 182.3K | — | 16.3K | 2 | 2 | freemiumfrom $0.01 |
| 36 |  SupabaseData & Infrastructure3/3 | 68 Top 1% #1 in Data & Infrastructure | Traffic46 GitHub74 Community79 Momentum46 | 29.3M | — | 111.5K | 1 | 5 | Freemiumfrom $0.125 |
11,402
Tools tracked
93% have a score
338
Open source
3% of total
10,625
Scored this week
From the daily recompute cron
474
Categories
Across the catalog