10,499
Tools tracked
91% 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.
| 29.3M |
| — |
| 105.9K |
| 4 |
| 5 |
| Freemiumfrom $0.125 |
| 2 |  WeaviateData & Infrastructure2/3 | 46 Top 1% #5 in Data & Infrastructure | Traffic25 GitHub60 Community32 Momentum100 | 137.9K | ★1.0(1) | 16.5K | 1 | 1 | Freemiumfrom $45/mo |
| 3 |  KestraData & Infrastructure3/3 | 46 Top 1% #6 in Data & Infrastructure | Traffic26 GitHub62 Community47 Momentum30 | 109.3K | — | 27.3K | 0 | 1 | enterprise |
| 4 |  IronClawData & Infrastructure3/3 | 44 Top 1% #8 in Data & Infrastructure | Traffic22 GitHub60 Community45 Momentum25 | 69.6K | ★5.0(2) | 12.5K | 0 | — | open-sourcefrom $5/mo |
| 5 |  MindsDBData & Infrastructure3/3 | 42 Top 2% #10 in Data & Infrastructure | Traffic22 GitHub63 Community38 Momentum25 | 42.3K | — | 697 | 0 | — | No Pricing |
| 6 |  HopsworksData & Infrastructure2/3 | 42 Top 2% #11 in Data & Infrastructure | Traffic26 GitHub40 Community24 Momentum75 | 36.8K | ★3.0(1) | 323 | 3 | — | free |
| 7 |  Dynamiq — AI AgentData & Infrastructure2/3 | 41 Top 2% #12 in Data & Infrastructure | Traffic15 GitHub65 Community24 Momentum100 | 22.5K | — | 1.1K | 1 | — | open-source |
| 8 |  ZillizData & Infrastructure2/3 | 40 Top 2% #14 in Data & Infrastructure 3.0 | Traffic26 GitHub65 Community40 Momentum45 | 187.1K | — | 45.1K | 2 | 2 | Freemiumfrom $5/mo |
| 9 |  ModalData & Infrastructure2/3 | 39 Top 2% #16 in Data & Infrastructure | Traffic61 GitHub0 Community18 Momentum60 | 987.8K | — | 1 | 15 | 4 | Freemiumfrom $0.00003942 |
| 10 |  ScrapeGraphAI — AI Web Scraping ToolData & Infrastructure2/3 | 39 Top 2% #17 in Data & Infrastructure | Traffic16 GitHub60 Community29 Momentum20 | 156K | — | 28.2K | 0 | 2 | freemiumfrom $17/yr |
| 11 |  PineconeData & Infrastructure3/3 | 38 Top 5% #19 in Data & Infrastructure | Traffic24 GitHub9 Community24 Momentum33 | 648K | — | — | 1 | 3 | paidfrom $0.33/mo |
| 12 |  TursoData & Infrastructure2/3 | 36 Top 5% #25 in Data & Infrastructure | Traffic10 GitHub60 Community47 Momentum20 | 309.9K | — | 22.7K | 0 | 2 | Freemiumfrom $4.99/mo |
| 13 |  DVCData & Infrastructure2/3 | 36 Top 5% #26 in Data & Infrastructure | Traffic0 GitHub60 Community28 Momentum20 | 129.2K | — | 15.7K | 0 | — | Free |
| 14 |  DustData & Infrastructure2/3 | 36 Top 5% #27 in Data & Infrastructure | Traffic23 GitHub60 Community27 Momentum20 | 692.1K | — | 1.4K | 0 | 1 | enterprise |
| 15 |  Dagster — AI Data Management ToolsData & Infrastructure2/3 | 35 Top 5% #29 in Data & Infrastructure | Traffic27 GitHub60 Community32 Momentum26 | 182.3K | — | 15.8K | 0 | 2 | freemiumfrom $0.01 |
| 16 |  MilvusData & Infrastructure2/3 | 34 Top 5% #30 in Data & Infrastructure | Traffic15 GitHub0 Community4 Momentum100 | 583.3K | — | — | 1 | 2 | Free |
| 17 |  ChromaData & Infrastructure2/3 | 33 Top 5% #34 in Data & Infrastructure | Traffic13 GitHub60 Community33 Momentum20 | 257.1K | — | 28.7K | 0 | 4 | Freefrom $2.5/mo |
| 18 |  AstronomerData & Infrastructure2/3 | 30 Top 5% #38 in Data & Infrastructure | Traffic8 GitHub60 Community17 Momentum20 | 234.6K | — | 397 | 0 | 2 | freemium |
| 19 |  Botsonic — AI Customer Support ToolData & Infrastructure2/3 | 28 Top 10% #48 in Data & Infrastructure | Traffic26 GitHub0 Community18 Momentum12 | 39.5K | — | 454 | 0 | — | enterprisefrom $16/yr |
| 20 |  Vespa.ai — AI Vector DatabaseData & Infrastructure2/3 | 27 Top 10% #50 in Data & Infrastructure | Traffic0 GitHub60 Community26 Momentum20 | 40K | — | 7K | 0 | — | Free |
| 21 |  Kanaries — AI Data Visualization ToolData & Infrastructure2/3 | 27 Top 10% #51 in Data & Infrastructure | Traffic0 GitHub40 Community28 Momentum20 | 155.1K | — | 15.9K | 0 | 2 | Open Sourcefrom $10.75/yr |
| 22 |  Grafana AssistantData & Infrastructure1/3 | 26 Top 10% #53 in Data & Infrastructure | Traffic26 GitHub0 Community12 Momentum25 | 1.5M | — | — | 1 | 4 | Freemiumfrom $0.015 |
| 23 |  Chat2DBData & Infrastructure2/3 | 24 Top 25% #55 in Data & Infrastructure | Traffic0 GitHub40 Community29 Momentum0 | 126.6K | ★5.0(2) | 25.8K | 0 | — | Freemiumfrom $19.80/mo |
| 24 |  RunPodData & Infrastructure2/3 | 24 Top 25% #56 in Data & Infrastructure | Traffic3 GitHub25 Community21 Momentum0 | 2.3M | — | 390 | 0 | 5 | Pay-per-use |
| 25 |  ReplicateData & Infrastructure2/3 | 24 Top 25% #57 in Data & Infrastructure | Traffic18 GitHub10 Community18 Momentum0 | 1.3M | ★1.5(2) | 596 | 0 | 4 | Pay-per-usefrom $0.36/unit |
| 26 |  ActiveloopData & Infrastructure2/3 | 21 Top 25% #78 in Data & Infrastructure | Traffic0 GitHub25 Community26 Momentum0 | 43.9K | — | 9.2K | 0 | 1 | Freemium |
| 27 |  Ascend.ioData & Infrastructure2/3 | 21 Top 25% #84 in Data & Infrastructure | Traffic12 GitHub10 Community9 Momentum0 | 23.5K | — | 6 | 0 | — | paid |
| 28 |  FindenData & Infrastructure3/3 | 19 Top 25% #109 in Data & Infrastructure | Traffic25 GitHub29 Community20 Momentum8 | 0 | — | 1 | 0 | — | freemium |
| 29 |  SVGStud.ioData & Infrastructure2/3 | 17 Top 50% #132 in Data & Infrastructure | Traffic3 GitHub10 Community26 Momentum0 | 3.3K | ★3.3(21) | 7.7K | 0 | — | Free |
| 30 |  PDF Redaction — AI Security SoftwareData & Infrastructure2/3 | 17 Top 50% #133 in Data & Infrastructure | Traffic0 GitHub10 Community8 Momentum0 | 1.8K | — | 18 | 0 | — | freemium |
| 31 |  DocsGPTData & Infrastructure2/3 | 16 Top 50% #148 in Data & Infrastructure | Traffic3 GitHub60 Community28 Momentum20 | 0 | ★5.0(2) | 18K | 0 | — | open-sourcefrom $20/mo |
| 32 |  DataLineData & Infrastructure2/3 | 15 Top 50% #156 in Data & Infrastructure | Traffic0 GitHub10 Community21 Momentum0 | 2.5K | ★2.8(6) | 1.6K | 0 | — | Free |
| 33 |  UnstructuredData & Infrastructure2/3 | 12 #238 in Data & Infrastructure | Traffic0 GitHub0 Community0 Momentum0 | 83.1K | — | 0 | 0 | 2 | freefrom $0.03 |
| 34 |  NeoApps.AIv0.1.0Data & Infrastructure2/3 | 11 #254 in Data & Infrastructure | Traffic0 GitHub0 Community12 Momentum0 | 2.2K | — | 67 | 0 | — | — |
| 35 |  Mithril Security — AI Security SoftwareData & Infrastructure2/3 | 11 #256 in Data & Infrastructure | Traffic0 GitHub0 Community6 Momentum0 | 5.9K | — | 8 | 0 | — | open-source |
| 36 |  Puppeteer AIData & Infrastructure2/3 | 9 #301 in Data & Infrastructure | Traffic0 GitHub10 Community0 Momentum0 | 2.4K | — | 0 | 0 | — | Paidfrom $1/mo |
10,499
Tools tracked
91% have a score
338
Open source
3% of total
9,559
Scored this week
From the daily recompute cron
474
Categories
Across the catalog
4.2 (5)