11,070
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.
| 29.3M |
| — |
| 108.9K |
| 2 |
| 5 |
| Freemiumfrom $0.125 |
| 2 |  ChromaData & Infrastructure2/3 | 55 Top 1% #2 in Data & Infrastructure | Traffic29 GitHub60 Community35 Momentum100 | 257.1K | — | 29.3K | 2 | 4 | Freefrom $2.5/mo |
| 3 |  AstronomerData & Infrastructure2/3 | 47 Top 1% #5 in Data & Infrastructure 1.0 | Traffic29 GitHub60 Community23 Momentum100 | 234.6K | — | 435 | 2 | 2 | freemium |
| 4 |  KestraData & Infrastructure3/3 | 46 Top 1% #8 in Data & Infrastructure | Traffic25 GitHub62 Community47 Momentum29 | 109.3K | — | 28K | 0 | 1 | enterprise |
| 5 |  IronClawData & Infrastructure3/3 | 44 Top 2% #10 in Data & Infrastructure | Traffic22 GitHub60 Community45 Momentum25 | 69.6K | ★5.0(2) | 12.6K | 0 | — | open-sourcefrom $5/mo |
| 6 |  MindsDBData & Infrastructure3/3 | 42 Top 2% #14 in Data & Infrastructure | Traffic22 GitHub63 Community38 Momentum25 | 42.3K | — | 752 | 0 | — | No Pricing |
| 7 |  TursoData & Infrastructure2/3 | 41 Top 2% #15 in Data & Infrastructure | Traffic5 GitHub60 Community43 Momentum20 | 309.9K | — | 24.2K | 0 | 2 | Freemiumfrom $4.99/mo |
| 8 |  WeaviateData & Infrastructure2/3 | 41 Top 2% #16 in Data & Infrastructure | Traffic27 GitHub60 Community32 Momentum70 | 137.9K | ★1.0(1) | 16.8K | 1 | 1 | Freemiumfrom $45/mo |
| 9 |  ReplicateData & Infrastructure2/3 | 41 Top 2% #17 in Data & Infrastructure | Traffic33 GitHub10 Community20 Momentum100 | 1.3M | ★1.5(2) | 598 | 1 | 4 | Pay-per-usefrom $0.36/unit |
| 10 |  Dagster — AI Data Management ToolsData & Infrastructure2/3 | 41 Top 2% #18 in Data & Infrastructure 2.0 | Traffic27 GitHub40 Community35 Momentum26 | 182.3K | — | 16.1K | 0 | 2 | freemiumfrom $0.01 |
| 11 |  PineconeData & Infrastructure3/3 | 40 Top 2% #19 in Data & Infrastructure | Traffic22 GitHub9 Community22 Momentum50 | 648K | — | — | 1 | 3 | paidfrom $0.33/mo |
| 12 |  DVCData & Infrastructure2/3 | 35 Top 5% #24 in Data & Infrastructure | Traffic0 GitHub60 Community28 Momentum20 | 129.2K | — | 15.9K | 0 | — | Free |
| 13 |  ScrapeGraphAI — AI Web Scraping ToolData & Infrastructure2/3 | 34 Top 5% #25 in Data & Infrastructure | Traffic16 GitHub40 Community30 Momentum0 | 156K | — | 30.7K | 0 | 2 | freemiumfrom $17/yr |
| 14 |  DustData & Infrastructure2/3 | 34 Top 5% #26 in Data & Infrastructure | Traffic17 GitHub60 Community21 Momentum20 | 692.1K | — | 1.5K | 0 | 1 | enterprise |
| 15 |  ZillizData & Infrastructure2/3 | 31 Top 5% #30 in Data & Infrastructure 2.0 | Traffic5 GitHub45 Community37 Momentum20 | 187.1K | — | 46K | 0 | 2 | Freemiumfrom $5/mo |
| 16 |  ModalData & Infrastructure2/3 | 30 Top 5% #33 in Data & Infrastructure | Traffic44 GitHub8 Community22 Momentum4 | 987.8K | — | 1 | 1 | 4 | Freemiumfrom $0.00003942 |
| 17 |  Chat2DBData & Infrastructure2/3 | 29 Top 10% #36 in Data & Infrastructure | Traffic0 GitHub60 Community29 Momentum20 | 126.6K | ★5.0(2) | 28.1K | 0 | — | Freemiumfrom $19.80/mo |
| 18 |  Kanaries — AI Data Visualization ToolData & Infrastructure2/3 | 29 Top 10% #39 in Data & Infrastructure | Traffic0 GitHub60 Community28 Momentum20 | 155.1K | — | 16K | 0 | 2 | Open Sourcefrom $10.75/yr |
| 19 |  HopsworksData & Infrastructure2/3 | 28 Top 10% #44 in Data & Infrastructure | Traffic7 GitHub40 Community23 Momentum0 | 36.8K | ★3.0(1) | 321 | 0 | — | free |
| 20 |  Botsonic — AI Customer Support ToolData & Infrastructure2/3 | 28 Top 10% #45 in Data & Infrastructure | Traffic26 GitHub0 Community18 Momentum12 | 39.5K | — | 456 | 0 | — | enterprisefrom $16/yr |
| 21 |  Vespa.ai — AI Vector DatabaseData & Infrastructure2/3 | 27 Top 10% #47 in Data & Infrastructure | Traffic0 GitHub60 Community26 Momentum20 | 40K | — | 7.1K | 0 | — | Free |
| 22 |  Dynamiq — AI AgentData & Infrastructure2/3 | 25 Top 25% #51 in Data & Infrastructure 2.0 | Traffic3 GitHub45 Community24 Momentum20 | 22.5K | — | 1.1K | 0 | — | open-source |
| 23 |  ActiveloopData & Infrastructure2/3 | 24 Top 25% #53 in Data & Infrastructure | Traffic0 GitHub10 Community26 Momentum0 | 43.9K | — | 9.2K | 0 | 1 | Freemium |
| 24 |  RunPodData & Infrastructure2/3 | 21 Top 25% #81 in Data & Infrastructure | Traffic0 GitHub10 Community17 Momentum0 | 2.3M | — | 390 | 0 | 5 | Pay-per-use |
| 25 |  DocsGPTData & Infrastructure2/3 | 21 Top 25% #90 in Data & Infrastructure | Traffic3 GitHub60 Community28 Momentum20 | 0 | ★5.0(2) | 18.2K | 0 | — | open-sourcefrom $20/mo |
| 26 |  MilvusData & Infrastructure2/3 | 19 Top 50% #107 in Data & Infrastructure | Traffic7 GitHub0 Community8 Momentum0 | 583.3K | — | — | 0 | 2 | Free |
| 27 |  Ascend.ioData & Infrastructure2/3 | 19 Top 50% #117 in Data & Infrastructure | Traffic9 GitHub10 Community6 Momentum0 | 23.5K | — | 6 | 0 | — | paid |
| 28 |  Grafana AssistantData & Infrastructure1/3 | 18 Top 50% #123 in Data & Infrastructure | Traffic13 GitHub0 Community4 Momentum0 | 1.5M | — | — | 0 | 4 | Freemiumfrom $0.015 |
| 29 |  SVGStud.ioData & Infrastructure2/3 | 18 Top 50% #130 in Data & Infrastructure | Traffic3 GitHub25 Community26 Momentum0 | 3.3K | ★3.3(21) | 7.8K | 0 | — | Free |
| 30 |  PDF Redaction — AI Security SoftwareData & Infrastructure2/3 | 18 Top 50% #132 in Data & Infrastructure | Traffic0 GitHub10 Community9 Momentum0 | 1.8K | — | 19 | 0 | — | freemium |
| 31 |  FindenData & Infrastructure3/3 | 18 Top 50% #140 in Data & Infrastructure | Traffic25 GitHub14 Community20 Momentum8 | 0 | — | 1 | 0 | — | freemium |
| 32 |  DataLineData & Infrastructure2/3 | 15 Top 50% #185 in Data & Infrastructure | Traffic0 GitHub10 Community21 Momentum0 | 2.5K | ★2.8(6) | 1.6K | 0 | — | Free |
| 33 |  Mithril Security — AI Security SoftwareData & Infrastructure2/3 | 15 Top 50% #191 in Data & Infrastructure | Traffic0 GitHub0 Community6 Momentum0 | 5.9K | — | 8 | 0 | — | open-source |
| 34 |  UnstructuredData & Infrastructure2/3 | 12 #253 in Data & Infrastructure | Traffic0 GitHub0 Community0 Momentum0 | 83.1K | — | 0 | 0 | 2 | freefrom $0.03 |
| 35 |  NeoApps.AIv0.1.0Data & Infrastructure2/3 | 11 #265 in Data & Infrastructure | Traffic0 GitHub0 Community12 Momentum0 | 2.2K | — | 69 | 0 | — | — |
| 36 |  Puppeteer AIData & Infrastructure2/3 | 9 #309 in Data & Infrastructure | Traffic0 GitHub10 Community0 Momentum0 | 2.4K | — | 0 | 0 | — | Paidfrom $1/mo |
11,070
Tools tracked
93% have a score
338
Open source
3% of total
10,265
Scored this week
From the daily recompute cron
474
Categories
Across the catalog