10,565
Tools tracked
91% have a score
407 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 |
| — |
| 106.5K |
| 6 |
| 5 |
| Freemiumfrom $0.125 |
| 2 |  DatabricksData & Infrastructure2/3 | 54 Top 1% #2 in Data & Infrastructure | Traffic59 GitHub0 Community43 Momentum52 | 5M | — | 3.9K | 11 | 5 | usage-based |
| 3 |  Metabot AIData & Infrastructure2/3 | 53 Top 1% #3 in Data & Infrastructure | Traffic44 GitHub60 Community47 Momentum46 | 509.6K | — | 48.2K | 1 | 3 | Freemiumfrom $20/yr |
| 4 |  KaggleData & Infrastructure2/3 | 48 Top 1% #4 in Data & Infrastructure 1.0 | Traffic43 GitHub30 Community44 Momentum50 | 12.4M | — | 7.3K | 5 | 5 | — |
| 5 |  KestraData & Infrastructure3/3 | 46 Top 1% #5 in Data & Infrastructure | Traffic25 GitHub62 Community47 Momentum30 | 109.3K | — | 27.4K | 0 | 1 | enterprise |
| 6 |  Dagster — AI Data Management ToolsData & Infrastructure2/3 | 46 Top 1% #6 in Data & Infrastructure | Traffic40 GitHub60 Community36 Momentum76 | 182.3K | — | 15.8K | 1 | 2 | freemiumfrom $0.01 |
| 7 |  IronClawData & Infrastructure3/3 | 44 Top 1% #7 in Data & Infrastructure | Traffic22 GitHub60 Community45 Momentum25 | 69.6K | ★5.0(2) | 12.5K | 0 | — | open-sourcefrom $5/mo |
| 8 |  TursoData & Infrastructure2/3 | 42 Top 2% #8 in Data & Infrastructure | Traffic26 GitHub60 Community48 Momentum42 | 309.9K | — | 22.9K | 2 | 2 | Freemiumfrom $4.99/mo |
| 9 |  MindsDBData & Infrastructure3/3 | 42 Top 2% #9 in Data & Infrastructure | Traffic22 GitHub63 Community38 Momentum25 | 42.3K | — | 699 | 0 | — | No Pricing |
| 10 |  HopsworksData & Infrastructure2/3 | 42 Top 2% #10 in Data & Infrastructure | Traffic26 GitHub40 Community24 Momentum75 | 36.8K | ★3.0(1) | 323 | 3 | — | free |
| 11 |  GroqData & Infrastructure2/3 | 42 Top 2% #11 in Data & Infrastructure | Traffic40 GitHub10 Community30 Momentum55 | 3.6M | — | 1.4K | 1 | 5 | freemiumfrom $0.111 |
| 12 |  Dynamiq — AI AgentData & Infrastructure2/3 | 41 Top 2% #12 in Data & Infrastructure | Traffic15 GitHub65 Community24 Momentum100 | 22.5K | — | 1.1K | 1 | — | open-source |
| 13 |  Yext ScoutData & Infrastructure1/3 | 40 Top 2% #13 in Data & Infrastructure | Traffic42 GitHub0 Community7 Momentum100 | 278.1K | ★1.0(1) | — | 3 | 2 | No Pricing |
| 14 |  ZillizData & Infrastructure2/3 | 40 Top 2% #14 in Data & Infrastructure | Traffic26 GitHub65 Community40 Momentum45 | 187.1K | — | 45.2K | 2 | 2 | Freemiumfrom $5/mo |
| 15 |  LettriaData & Infrastructure2/3 | 39 Top 2% #15 in Data & Infrastructure 18.0 | Traffic36 GitHub10 Community11 Momentum100 | 11.6K | ★5.0(2) | 22 | 1 | — | No Pricing |
| 16 |  DatadogData & Infrastructure1/3 | 39 Top 2% #16 in Data & Infrastructure | Traffic43 GitHub0 Community10 Momentum29 | 6M | — | — | 2 | 4 | Freemiumfrom $15/mo |
| 17 |  ScrapeGraphAI — AI Web Scraping ToolData & Infrastructure2/3 | 39 Top 2% #17 in Data & Infrastructure | Traffic16 GitHub60 Community29 Momentum20 | 156K | — | 28.4K | 0 | 2 | freemiumfrom $17/yr |
| 18 |  CerebrasData & Infrastructure2/3 | 39 Top 2% #18 in Data & Infrastructure | Traffic27 GitHub10 Community31 Momentum60 | 817.3K | — | 1.1K | 3 | 5 | freemiumfrom $48 |
| 19 |  HoneycombData & Infrastructure1/3 | 38 Top 2% #19 in Data & Infrastructure | Traffic37 GitHub0 Community7 Momentum100 | 228.3K | — | — | 5 | 1 | Freemiumfrom $0.1 |
| 20 |  PineconeData & Infrastructure3/3 | 38 Top 5% #20 in Data & Infrastructure | Traffic24 GitHub9 Community24 Momentum33 | 648K | — | — | 1 | 3 | paidfrom $0.33/mo |
| 21 |  ModalData & Infrastructure2/3 | 37 Top 5% #21 in Data & Infrastructure | Traffic60 GitHub0 Community19 Momentum50 | 987.8K | — | 1 | 13 | 4 | Freemiumfrom $0.00003942 |
| 22 |  AisoData & Infrastructure2/3 | 37 Top 5% #22 in Data & Infrastructure | Traffic27 GitHub5 Community6 Momentum100 | 8.6K | ★5.0(2) | 1 | 1 | — | paidfrom $79/mo |
| 23 |  Weights & BiasesData & Infrastructure1/3 | 37 Top 5% #23 in Data & Infrastructure | Traffic34 GitHub0 Community2 Momentum100 | 2.5M | — | — | 1 | 4 | freemiumfrom $60/mo |
| 24 |  LIDAData & Infrastructure1/3 | 36 Top 5% #24 in Data & Infrastructure 1.0 | Traffic32 GitHub5 Community20 Momentum18 | 1.1M | ★5.0(1) | — | 3 | 4 | No Pricing |
| 25 |  DVCData & Infrastructure2/3 | 36 Top 5% #25 in Data & Infrastructure | Traffic0 GitHub60 Community28 Momentum20 | 129.2K | — | 15.7K | 0 | — | Free |
| 26 |  DustData & Infrastructure2/3 | 36 Top 5% #26 in Data & Infrastructure | Traffic23 GitHub60 Community27 Momentum20 | 692.1K | — | 1.4K | 0 | 1 | enterprise |
| 27 |  FabricData & Infrastructure2/3 | 35 Top 5% #27 in Data & Infrastructure | Traffic23 GitHub10 Community28 Momentum6 | 277.4K | ★4.4(9) | 15.4K | 0 | 2 | freemiumfrom $4.67/yr |
| 28 |  Stackby AIData & Infrastructure1/3 | 34 Top 5% #28 in Data & Infrastructure | Traffic38 GitHub0 Community4 Momentum100 | 97.4K | — | — | 1 | 1 | Freemiumfrom $4.2/yr |
| 29 |  MilvusData & Infrastructure2/3 | 34 Top 5% #29 in Data & Infrastructure | Traffic15 GitHub0 Community4 Momentum100 | 583.3K | — | — | 1 | 2 | Free |
| 30 |  Vast AIData & Infrastructure2/3 | 34 Top 5% #30 in Data & Infrastructure | Traffic22 GitHub30 Community19 Momentum50 | 1.2M | — | 185 | 1 | 4 | Pay-per-use |
| 31 |  Snorkel AI — AI Data Management ToolsData & Infrastructure1/3 | 34 Top 5% #31 in Data & Infrastructure | Traffic15 GitHub0 Community16 Momentum100 | 155.6K | — | — | 1 | — | — |
| 32 |  Datadog Bits AI AgentsData & Infrastructure1/3 | 33 Top 5% #32 in Data & Infrastructure | Traffic25 GitHub0 Community10 Momentum29 | 6M | — | — | 2 | 4 | Freemiumfrom $15/mo |
| 33 |  Hex — AI Data Analytics ToolData & Infrastructure1/3 | 33 Top 5% #33 in Data & Infrastructure | Traffic43 GitHub0 Community9 Momentum31 | 600.6K | — | — | 1 | 2 | paidfrom $36/mo |
| 34 |  WeaviateData & Infrastructure2/3 | 32 Top 5% #34 in Data & Infrastructure | Traffic13 GitHub60 Community32 Momentum20 | 137.9K | ★1.0(1) | 16.6K | 0 | 1 | Freemiumfrom $45/mo |
| 35 |  ChromaData & Infrastructure2/3 | 31 Top 5% #35 in Data & Infrastructure | Traffic8 GitHub60 Community29 Momentum20 | 257.1K | — | 28.8K | 0 | 4 | Freefrom $2.5/mo |
| 36 |  Privatemode AIData & Infrastructure2/3 | 31 Top 5% #36 in Data & Infrastructure | Traffic20 GitHub40 Community15 Momentum20 | 3.8K | — | 42 | 0 | — | free |
| 37 |  Atlas AI — AI Data Analytics ToolData & Infrastructure1/3 | 30 Top 5% #37 in Data & Infrastructure | Traffic15 GitHub0 Community4 Momentum100 | 61.5K | — | — | 1 | — | — |
| 38 |  AstronomerData & Infrastructure2/3 | 30 Top 5% #38 in Data & Infrastructure | Traffic8 GitHub60 Community17 Momentum20 | 234.6K | — | 402 | 0 | 2 | freemium |
| 39 |  ClayData & Infrastructure2/3 | 30 Top 5% #39 in Data & Infrastructure | Traffic7 GitHub10 Community10 Momentum0 | 1.5M | — | 31 | 0 | 4 | paidfrom $167/yr |
| 40 |  Chat2DBData & Infrastructure2/3 | 29 Top 10% #40 in Data & Infrastructure | Traffic0 GitHub60 Community29 Momentum20 | 126.6K | ★5.0(2) | 25.9K | 0 | — | Freemiumfrom $19.80/mo |
| 41 |  BentomlData & Infrastructure2/3 | 29 Top 10% #41 in Data & Infrastructure | Traffic0 GitHub25 Community27 Momentum0 | 255.6K | — | 12.3K | 0 | 3 | Free |
| 42 |  LM StudioData & Infrastructure2/3 | 29 Top 10% #42 in Data & Infrastructure | Traffic18 GitHub10 Community18 Momentum33 | 3.2M | ★4.2(5) | 0 | 1 | 5 | Free |
| 43 |  Fireworks AIData & Infrastructure2/3 | 29 Top 10% #43 in Data & Infrastructure | Traffic44 GitHub0 Community9 Momentum35 | 720.8K | ★5.0(1) | 0 | 2 | 3 | Pay-per-usefrom $0.5 |
| 44 |  Tilores — AI Data Management ToolsData & Infrastructure1/3 | 29 Top 10% #44 in Data & Infrastructure | Traffic15 GitHub5 Community4 Momentum100 | 13.2K | — | — | 1 | — | enterprise |
| 45 |  TripleTen Career Aptitude TestData & Infrastructure1/3 | 29 Top 10% #45 in Data & Infrastructure | Traffic22 GitHub0 Community0 Momentum5 | 1.6M | — | — | 0 | 1 | Freemium |
| 46 |  JuliusData & Infrastructure2/3 | 29 Top 10% #46 in Data & Infrastructure | Traffic22 GitHub0 Community9 Momentum4 | 869.7K | ★4.3(19) | 26 | 0 | 3 | Paidfrom $16.77/mo |
| 47 |  AirOpsData & Infrastructure2/3 | 29 Top 10% #47 in Data & Infrastructure | Traffic20 GitHub3 Community21 Momentum2 | 214K | ★4.5(2) | — | 0 | 4 | Freemiumfrom $199/mo |
| 48 |  TableauData & Infrastructure1/3 | 28 Top 10% #48 in Data & Infrastructure | Traffic8 GitHub0 Community0 Momentum0 | 6.7M | ★5.0(1) | — | 0 | 4 | Paidfrom $35/mo |
| 49 |  Mindgard — AI Security SoftwareData & Infrastructure1/3 | 28 Top 10% #49 in Data & Infrastructure 6.0 | Traffic18 GitHub0 Community19 Momentum33 | 39.5K | — | — | 1 | — | open-source |
| 50 |  Botsonic — AI Customer Support ToolData & Infrastructure2/3 | 28 Top 10% #50 in Data & Infrastructure | Traffic26 GitHub0 Community18 Momentum12 | 39.5K | — | 454 | 0 | — | enterprisefrom $16/yr |
| 51 |  Together AIData & Infrastructure2/3 | 28 Top 10% #51 in Data & Infrastructure | Traffic21 GitHub0 Community2 Momentum0 | 756.1K | — | — | 0 | 4 | freemiumfrom $0.06 |
| 52 |  Vespa.ai — AI Vector DatabaseData & Infrastructure2/3 | 27 Top 10% #52 in Data & Infrastructure | Traffic0 GitHub60 Community26 Momentum20 | 40K | — | 7K | 0 | — | Free |
10,565
Tools tracked
91% have a score
338
Open source
3% of total
9,638
Scored this week
From the daily recompute cron
474
Categories
Across the catalog