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    Real-Time AI Market Map (2026): 1 in 8 software purchases is Claude.

    The AI tools companies actually pay for, ranked by purchases across AI-native tools, AI-embedded software and hyperscalers. As of 6 November 2026, 13:16 UTC, Anthropic/Claude is the most-purchased AI tool on Cledara, ahead of OpenAI/ChatGPT and Google Workspace. On its own it outweighs every other category on the map, including all of Collaboration & Productivity (10.2%).

    1,731 classified tools across 13 categoriesRankings through October 2026

    Share of all software purchases

    Anthropic/Claude12.3%
    OpenAI/ChatGPT5.9%

    2.1×Claude is bought 2.1 times as often as ChatGPT, across every purchase and renewal in the last 12 months.

    #1Anthropic/Claude12.3%of all software purchases on Cledara, or 1 in 8AI-native · AI Platforms & Model Ops#2OpenAI/ChatGPT5.9%of all software purchases on Cledara, or 1 in 17AI-native · AI Platforms & Model OpsOpenRouter
    #3Google Workspace3.5%1 in 28 purchases#7Slack1.0%Zoom0.83%Notion0.73%Miro0.67%Loom
    Figma1.3%Webflow0.96%Hubspot0.8%Canva0.72%Intuit Mailchimp0.53%
    #4Cursor3.2%1 in 31 purchases#5GitHub2.1%Zapier0.76%Vercel0.76%Lovable
    Area is each tool's share of all software purchases and renewals on Cledara over the last 12 months, so AI tools sit on the same scale as the rest of the software market. The whole map adds up to 53.2% of all software purchases. Smaller tools in each category are grouped as “+ more”; select a category to zoom in, or any tile for its card.
    Read the map as a list

    AI Platforms & Model Ops · 20.1%

    1. Anthropic/Claude 12.3%
    2. OpenAI/ChatGPT 5.9%
    3. OpenRouter 0.46%
    4. Perplexity AI 0.34%
    5. Langsmith by Langchain 0.11%
    6. Langfuse 0.088%
    7. Grok 0.072%
    8. Databutton 0.059%
    9. fal 0.044%
    10. Pinecone 0.037%
    11. Google One 0.036%
    12. Deepgram 0.035%
    13. Chatbase 0.033%
    14. Google Colab 0.026%
    15. Cohere 0.024%
    16. Modal 0.022%
    17. xAI 0.021%
    18. Exa 0.02%
    19. BytePlus 0.02%
    20. Agentic 0.02%
    21. BASE44 0.018%
    22. Meshy 0.018%
    23. LlamaIndex 0.016%
    24. Dust 0.016%
    25. Genspark 0.015%
    26. Cerebras 0.014%
    27. Requesty 0.014%
    28. Tavily 0.013%
    29. Weaviate 0.013%
    30. Replicate 0.013%
    31. TypeSafe AI 0.013%
    32. Cassidy 0.012%
    33. Qdrant 0.011%
    34. Fireworks AI 0.011%
    35. Comfy 0.01%
    36. Z.ai 0.0096%
    37. Confident AI 0.0086%
    38. NVIDIA AI 0.008%
    39. Cloro 0.0072%
    40. Relevance AI 0.0072%
    41. Cartesia 0.0069%
    42. Black Forest Labs 0.0067%
    43. Moonshot AI 0.0067%
    44. Nebius 0.0067%
    45. Klavis AI 0.0066%
    46. Cloudmersive 0.0061%
    47. Agenta 0.0056%
    48. Play.ht 0.0056%
    49. V7 0.0054%
    50. Cekura 0.0051%
    51. glif 0.0043%
    52. Linkup 0.0042%
    53. Ollama 0.0042%
    54. Cockatoo 0.004%
    55. Venice AI 0.004%
    56. Abliteration 0.0038%
    57. Inworld AI 0.0038%
    58. Braintrust 0.0037%
    59. Okara 0.0037%
    60. Gumloop 0.0035%
    61. Hasty 0.003%
    62. Skyvern 0.0027%
    63. pyannoteAI 0.0027%
    64. Jina AI 0.0026%
    65. Nanonets 0.0024%
    66. Crusoe 0.0022%
    67. SpeechAce 0.0022%
    68. Elicit 0.0021%
    69. Tisane Labs 0.0021%
    70. Anyscale 0.0019%
    71. Humbot 0.0019%
    72. Labelbox 0.0019%
    73. Rime 0.0019%
    74. LLMbase 0.0018%
    75. Uberduck 0.0018%
    76. Mindsmith 0.0016%
    77. Parasail 0.0016%
    78. Soniox 0.0014%
    79. Bria 0.0013%
    80. Comet 0.0013%
    81. Pipeboard 0.0011%
    82. Portkey 0.001%
    83. ChatAI 0.0006%
    84. Treg 0.0005%
    85. LangWatch 0.0003%
    86. WPVibe 0.0003%
    87. Runware 0.0002%

    Collaboration & Productivity · 10.2%

    1. Google Workspace 3.5%
    2. Slack 1.0%
    3. Zoom 0.83%
    4. Notion 0.73%
    5. Miro 0.67%
    6. Loom 0.34%
    7. Airtable 0.26%
    8. Fathom 0.25%
    9. Fireflies 0.25%
    10. Dropbox 0.25%
    11. monday 0.24%
    12. Linear 0.23%
    13. Zoho 0.17%
    14. Asana 0.16%
    15. Granola 0.16%
    16. Wispr Flow 0.15%
    17. ClickUp 0.14%
    18. Otter.ai 0.079%
    19. Fyxer AI 0.06%
    20. Motion 0.059%
    21. Dovetail 0.053%
    22. Happy Scribe 0.048%
    23. Dialpad 0.047%
    24. RingCentral 0.044%
    25. Krisp 0.039%
    26. Read 0.032%
    27. Crowdin 0.028%
    28. Coda 0.024%
    29. The Brief 0.022%
    30. Box 0.022%
    31. Loremax 0.02%
    32. Meetgeek 0.019%
    33. tl;dv 0.018%
    34. Vimcal 0.013%
    35. Dojo AI 0.013%
    36. Tactiq 0.012%
    37. Supernormal 0.012%
    38. Notta 0.011%
    39. Banani 0.011%
    40. CleanShot X 0.011%
    41. Lingohub 0.011%
    42. Feedly 0.01%
    43. Avoma 0.0098%
    44. Superwhisper 0.0094%
    45. LanguageTool 0.009%
    46. memoQ 0.0062%
    47. Steady 0.0061%
    48. Fellow.ai 0.0045%
    49. GPT for Work 0.0045%
    50. Boomerang 0.0043%
    51. Trint 0.0024%
    52. SheetWhiz 0.0022%
    53. Rize 0.0019%
    54. Scheduler.ai 0.0019%
    55. Cap 0.0013%
    56. Nova 0.0013%
    57. Slashy 0.001%
    58. Supermemory 0.0008%
    59. Figr 0.0006%
    60. Vibe Typer 0.0006%

    Marketing & Growth · 9.4%

    1. Figma 1.3%
    2. Webflow 0.96%
    3. Hubspot 0.8%
    4. Canva 0.72%
    5. Intuit Mailchimp 0.53%
    6. ElevenLabs 0.5%
    7. Typeform 0.47%
    8. SEMRush 0.38%
    9. Ahrefs 0.28%
    10. Higgsfield 0.24%
    11. CapCut 0.24%
    12. Midjourney 0.23%
    13. DeepL 0.22%
    14. HeyGen 0.17%
    15. Klaviyo 0.12%
    16. Descript 0.12%
    17. Riverside.fm 0.11%
    18. PandaDoc 0.11%
    19. Squarespace 0.11%
    20. Gamma 0.11%
    21. Brevo 0.11%
    22. Bird 0.10%
    23. VEED.IO 0.079%
    24. Opus Clip 0.077%
    25. Synthesia 0.073%
    26. Runway 0.059%
    27. Wix 0.056%
    28. Krea 0.052%
    29. Surfer 0.049%
    30. Weglot 0.048%
    31. Suno 0.041%
    32. Windsor.ai 0.04%
    33. Scenario 0.037%
    34. FLORA 0.036%
    35. Smartcat 0.035%
    36. Unbounce 0.034%
    37. Outreach 0.031%
    38. Zapmail 0.03%
    39. KLING AI 0.03%
    40. Sprout Social 0.03%
    41. Hootsuite 0.027%
    42. vidIQ 0.025%
    43. AppLovin 0.023%
    44. Magnific 0.018%
    45. AdManage.ai 0.017%
    46. Jasper 0.015%
    47. InVideo 0.015%
    48. UXpilot.ai 0.014%
    49. AnswerRank 0.014%
    50. Atria 0.013%
    51. Profound 0.012%
    52. Remove Background 0.012%
    53. Kapwing 0.012%
    54. Wordtune 0.012%
    55. Murf.ai 0.011%
    56. AppsFlyer 0.011%
    57. Soundly 0.01%
    58. Sitechecker 0.01%
    59. Sitecore 0.01%
    60. Frase 0.0099%
    61. Ortto 0.0099%
    62. Writesonic 0.0099%
    63. Favikon 0.0093%
    64. Hyros 0.009%
    65. MakeUGC 0.009%
    66. Typefully 0.0088%
    67. Biteable 0.0085%
    68. QuillBot 0.0085%
    69. Promptwatch 0.0077%
    70. Limelight 0.007%
    71. ScoreApp 0.007%
    72. Yapper 0.0069%
    73. Searchable 0.0067%
    74. Shortimize 0.0066%
    75. Adscore 0.0064%
    76. Outgrow 0.0064%
    77. Highperformr 0.0062%
    78. AuthoredUp 0.0061%
    79. Otterly.AI 0.0059%
    80. Pika Art 0.0059%
    81. Birch 0.0058%
    82. GPTZero 0.0058%
    83. BeyondWords 0.0056%
    84. neuroflash 0.0056%
    85. Magellan AI 0.0054%
    86. Kie.ai 0.0053%
    87. Sembot 0.005%
    88. Submagic 0.005%
    89. Optmyzr 0.0048%
    90. Cutout.pro 0.0045%
    91. Lovart AI 0.0045%
    92. Delphi AI 0.0043%
    93. Wondercraft 0.0043%
    94. PhotoRoom 0.0042%
    95. CopyAI 0.004%
    96. Awario 0.0038%
    97. KWatch.io 0.0038%
    98. Maestra 0.0038%
    99. Seventh Sense 0.0038%
    100. Waikay 0.0038%
    101. AdCreative.ai 0.0037%
    102. PageOptimizer 0.0034%
    103. Trupeer AI 0.0034%
    104. Outrank 0.0032%
    105. Octolens 0.003%
    106. Sync.so 0.003%
    107. iGEO 0.003%
    108. Supergrow 0.0029%
    109. Vizard 0.0029%
    110. Yorby 0.0029%
    111. Mentionlytics 0.0024%
    112. NapoleonCat 0.0024%
    113. Boords 0.0022%
    114. Kaps 0.0022%
    115. My Telescope 0.0022%
    116. PIXELCUT 0.0022%
    117. Transpond 0.0022%
    118. AdLabs 0.0021%
    119. InLinks 0.0021%
    120. muse.ai 0.001%
    121. Vectorizer.AI 0.0021%
    122. BypassGPT 0.0019%
    123. Discovered Labs 0.0019%
    124. Exolyt 0.0019%
    125. Playbook 0.0019%
    126. Rephrasy 0.0019%
    127. ZenABM 0.0005%
    128. Confect 0.0016%
    129. Dreamina 0.0016%
    130. Parker AI 0.0014%
    131. Cloudginny 0.001%
    132. Reacher 0.001%
    133. AdOpt 0.0005%
    134. JuicyLucy 0.0005%
    135. Kompyte 0.0005%
    136. Zeely 0.0005%
    137. Quiver 0.0003%
    138. Ryze AI 0.0003%
    139. dynares 0.0003%
    140. BounceZero 0.0002%
    141. Melius 0.0002%

    Engineering & DevOps · 9.3%

    1. Cursor 3.2%
    2. GitHub 2.1%
    3. Zapier 0.76%
    4. Vercel 0.76%
    5. Lovable 0.47%
    6. n8n 0.41%
    7. Make 0.33%
    8. Replit 0.25%
    9. Postman 0.25%
    10. CodeRabbit 0.2%
    11. Macroscope 0.07%
    12. GitLab 0.064%
    13. Autodesk 0.061%
    14. Qase.io 0.048%
    15. Manus 0.046%
    16. Warp 0.041%
    17. Mintlify 0.038%
    18. Recall.ai 0.029%
    19. Same.new 0.029%
    20. Pipedream 0.022%
    21. Browserbase 0.019%
    22. Coralogix 0.017%
    23. Cubic 0.015%
    24. v0 by Vercel 0.014%
    25. Factory 0.011%
    26. Upstash 0.011%
    27. Hailuo AI 0.0094%
    28. Mage 0.0074%
    29. Tiptap 0.0072%
    30. Google Cloud Platform 0.0067%
    31. E2B 0.0062%
    32. Splunk 0.0053%
    33. Firebase 0.0048%
    34. Kiro 0.0043%
    35. Pump.co 0.004%
    36. i18nexus 0.0038%
    37. Aneryth 0.0035%
    38. 0CodeKit 0.0032%
    39. GPT Driver 0.0032%
    40. CodeAnt AI 0.0019%
    41. Tester Army 0.0006%
    42. Pullfrog 0.0002%

    Data & Analytics · 1.2%

    1. Datadog 0.44%
    2. Hotjar 0.16%
    3. PostHog 0.12%
    4. Segment 0.095%
    5. Mixpanel 0.094%
    6. Snowflake 0.088%
    7. Amplitude 0.047%
    8. Databricks 0.045%
    9. Hex Tech 0.035%
    10. Contentsquare 0.031%
    11. Diffbot 0.011%
    12. Docparser 0.01%
    13. FullStory 0.0078%
    14. Dromo 0.007%
    15. Cube 0.0069%
    16. Heap 0.0069%
    17. ScrapeGraphAI 0.0067%
    18. FullContact 0.0046%
    19. Scrunch AI 0.0042%
    20. Weatherbit 0.0038%
    21. Ranketta 0.0029%
    22. Superscale AI 0.0022%
    23. DataHawk 0.0019%
    24. Inven 0.0019%
    25. Sprig 0.0019%
    26. ThoughtSpot 0.0019%
    27. Chimnie 0.0006%
    28. Basedash 0.0005%
    29. Quiver Quantitative 0.0003%

    Sales & Revenue · 1.1%

    1. Apollo.io 0.34%
    2. Clay Labs 0.18%
    3. Instantly 0.18%
    4. Smartlead 0.11%
    5. Stairoids 0.055%
    6. Clay 0.035%
    7. Juicebox 0.033%
    8. AmpleMarket 0.022%
    9. Grain.co 0.019%
    10. Ocean.io 0.018%
    11. Pricelabs 0.017%
    12. PiperAI 0.015%
    13. Aligned 0.013%
    14. Reply.io 0.012%
    15. SalesForge 0.0098%
    16. Attention 0.0067%
    17. Jiminny 0.0066%
    18. Ausar 0.0005%
    19. Perlon AI 0.001%
    20. Meddicc Score 0.0029%
    21. Consensus 0.0026%
    22. Unify 0.0024%
    23. Valley 0.0021%
    24. Letaido 0.0019%
    25. Outcraft 0.0019%
    26. MoltSets 0.0016%
    27. Explee 0.0011%
    28. YourMax.AI 0.001%
    29. SendKit 0.0008%
    30. Sendr 0.0006%
    31. FirstTouch 0.0005%
    32. Zynt 0.0005%

    Customer Success & Support · 1.1%

    1. Intercom 0.32%
    2. Zendesk 0.27%
    3. Freshworks 0.22%
    4. Maze 0.038%
    5. Vapi 0.029%
    6. Appbot 0.027%
    7. Siit 0.021%
    8. Product Fruits 0.02%
    9. Aloware 0.018%
    10. Tango 0.013%
    11. Transly 0.012%
    12. Great Question 0.011%
    13. Tidio 0.011%
    14. CustomGPT 0.009%
    15. BoldDesk 0.0069%
    16. Respond 0.0069%
    17. Botpress 0.0061%
    18. Anam 0.0022%
    19. Permut 0.0043%
    20. Ferndesk 0.004%
    21. Molin AI 0.0037%
    22. AI Number 0.003%
    23. YourGPT 0.0027%
    24. Voiceflow 0.0024%
    25. Gorgias 0.0022%
    26. AnswerHero 0.0019%
    27. Incogneato 0.0019%
    28. Unthread 0.0019%
    29. Wotnot 0.0019%
    30. Beeble 0.0013%
    31. Ravenna 0.0011%
    32. Tolto 0.0008%
    33. Ask AI 0.0005%
    1. DocuSign 0.35%
    2. Vanta 0.019%
    3. Naq 0.0094%
    4. Vera 0.0086%
    5. Middesk 0.0078%
    6. Hey Bubba! 0.0066%
    7. ComplyAdvantage 0.0056%
    8. GC AI 0.0027%
    9. Copyleaks 0.0024%
    10. LawY 0.0008%
    11. Laki 0.0003%

    Finance & Accounting · 0.15%

    1. Dext 0.11%
    2. Monitr 0.011%
    3. LivePlan 0.0075%
    4. AutoEntry 0.0061%
    5. Apron 0.0038%
    6. Futrli by Sage 0.0034%
    7. Sphere 0.003%
    8. Pagos 0.0021%
    9. Stampli 0.0021%
    10. Briefcase 0.0008%

    Operations & Supply Chain · 0.11%

    1. AfterShip 0.029%
    2. SAP 0.021%
    3. Unleashed 0.02%
    4. Pipefy 0.014%
    5. Copilot 0.0078%
    6. Matterport 0.01%
    7. Cortecs 0.0058%
    8. Swan AI 0.004%

    IT & Security · 0.11%

    1. afi.ai 0.042%
    2. TitanHQ 0.0094%
    3. Veriff 0.0091%
    4. OneLogin 0.008%
    5. Pipl Trust 0.0075%
    6. Fingerprint 0.0074%
    7. Akismet 0.0067%
    8. SentinelOne 0.0046%
    9. Teramind 0.0046%
    10. Spin.ai 0.0038%
    11. Castle 0.0029%
    12. Persona 0.0019%

    People Ops & Talent · 0.078%

    1. Metaview 0.041%
    2. Peec AI 0.034%
    3. WorkSpark 0.0014%
    4. Homie 0.001%
    • 12.3%of all software purchases go to Anthropic/Claude, the most-purchased AI tool
    • 2.1×Claude's share of purchases compared with OpenAI/ChatGPT's 5.9%
    • 60%of AI tool purchases go to the ten most-purchased tools
    • 92%of AI tool purchases sit in four categories: AI Platforms, Collaboration, Marketing and Engineering

    The AI 20

    AI tools ranked by payment activity in 2026

    The 20 most-purchased AI tools over the last 12 months. Anthropic/Claude accounts for 12.3% of all software purchases on Cledara, ahead of OpenAI/ChatGPT and Google Workspace.

    Ranks count every purchase and renewal over the last 12 months. Shares are a percentage of all software purchases on Cledara, so AI tools can be compared directly with the rest of the software market.

    #ToolTypePayment-activity share1 in NPayment-activity rank
    1

    Anthropic/ClaudeAI Platforms & Model Ops

    		AI-native
    12.3%
    		1 in 8#1
    2

    OpenAI/ChatGPTAI Platforms & Model Ops

    		AI-native
    5.9%
    		1 in 17#2
    3

    Google WorkspaceCollaboration & Productivity

    		Hyperscaler
    3.5%
    		1 in 28#4
    4

    CursorEngineering & DevOps

    		AI-native
    3.2%
    		1 in 31#5
    5

    GitHubEngineering & DevOps

    		AI-embedded
    2.1%
    		1 in 48#7
    6

    FigmaMarketing & Growth

    		AI-embedded
    1.3%
    		1 in 78#10
    7

    SlackCollaboration & Productivity

    		AI-embedded
    1.0%
    		1 in 99#11
    8

    WebflowMarketing & Growth

    		AI-embedded
    0.96%
    		1 in 104#12
    9

    ZoomCollaboration & Productivity

    		AI-embedded
    0.83%
    		1 in 121#13
    10

    HubspotMarketing & Growth

    		AI-embedded
    0.8%
    		1 in 124#14
    11

    ZapierEngineering & DevOps

    		AI-embedded
    0.76%
    		1 in 131#16
    12

    VercelEngineering & DevOps

    		AI-embedded
    0.76%
    		1 in 131#17
    13

    NotionCollaboration & Productivity

    		AI-embedded
    0.73%
    		1 in 137#19
    14

    CanvaMarketing & Growth

    		AI-embedded
    0.72%
    		1 in 138#20
    15

    MiroCollaboration & Productivity

    		AI-embedded
    0.67%
    		1 in 149#23
    16

    Intuit MailchimpMarketing & Growth

    		AI-embedded
    0.53%
    		1 in 188#25
    17

    ElevenLabsMarketing & Growth

    		AI-native
    0.5%
    		1 in 199#26
    18

    LovableEngineering & DevOps

    		AI-native
    0.47%
    		1 in 212#27
    19

    TypeformMarketing & Growth

    		AI-embedded
    0.47%
    		1 in 215#28
    20

    OpenRouterAI Platforms & Model Ops

    		AI-native
    0.46%
    		1 in 215#29

    Of the 20 most-purchased AI tools, 6 are AI-native, 13 AI-embedded and 1 hyperscaler. Together they account for 38% of all software purchases and renewals on Cledara. Marketing & Growth is the most represented category, with 7 of the 20 tools.

    "1 in N" turns a tool's share into plain odds: one in every N software purchases and renewals on Cledara goes to that tool. Payment-activity rank places each AI tool among every product bought through Cledara, AI or not.

    twelve territories

    The AI market map by category

    Every AI product companies pay for through Cledara, mapped by category and classified as AI-native, AI-embedded or hyperscaler. Use it to see which AI tools dominate each part of the stack and where new challengers are breaking through.

    AI Platforms & Model Ops

    369 AI tools · 9 subcategories

    Anthropic/Claude leads with 61% of the category's AI purchases, ahead of OpenAI/ChatGPT (5.9%). AI-native tools take >99%.

    AI-native >99%AI-embedded <1%Hyperscaler <1%

    Collaboration & Productivity

    180 AI tools · 12 subcategories

    Google Workspace leads with 35% of the category's AI purchases, ahead of Slack (1.0%). AI-native tools take 13%.

    AI-native 13%AI-embedded 52%Hyperscaler 35%

    Marketing & Growth

    485 AI tools · 11 subcategories

    Figma leads with 14% of the category's AI purchases, ahead of Webflow (0.96%). AI-native tools take 27%.

    AI-native 27%AI-embedded 73%

    Engineering & DevOps

    120 AI tools · 10 subcategories

    Cursor leads with 34% of the category's AI purchases, ahead of GitHub (2.1%). AI-native tools take 47%.

    AI-native 47%AI-embedded 53%Hyperscaler <1%

    Data & Analytics

    83 AI tools · 9 subcategories

    Datadog leads with 36% of the category's AI purchases, ahead of Hotjar (0.16%). AI-native tools take 6%.

    AI-native 6%AI-embedded 94%

    Sales & Revenue

    154 AI tools · 7 subcategories

    Apollo.io leads with 31% of the category's AI purchases, ahead of Clay Labs (0.18%). AI-native tools take 90%.

    AI-native 90%AI-embedded 10%

    Customer Success & Support

    96 AI tools · 7 subcategories

    Intercom leads with 30% of the category's AI purchases, ahead of Zendesk (0.27%). AI-native tools take 12%.

    AI-native 12%AI-embedded 88%

    Finance & Accounting

    43 AI tools · 6 subcategories

    Dext leads with 74% of the category's AI purchases, ahead of Monitr (0.011%). AI-native tools take 7%.

    AI-native 7%AI-embedded 93%

    Operations & Supply Chain

    45 AI tools · 7 subcategories

    AfterShip leads with 26% of the category's AI purchases, ahead of SAP (0.021%). AI-native tools take 16%.

    AI-native 16%AI-embedded 84%

    IT & Security

    41 AI tools · 8 subcategories

    afi.ai leads with 39% of the category's AI purchases, ahead of TitanHQ (0.0094%). AI-native tools take 57%.

    AI-native 57%AI-embedded 43%

    People Ops & Talent

    55 AI tools · 6 subcategories

    Metaview leads with 53% of the category's AI purchases, ahead of Peec AI (0.034%). AI-native tools take 98%.

    AI-native 98%AI-embedded 2%

    Breaking through

    Largest three-month activity-rank gains among AI-native tools

    Highperformr is the fastest-rising AI-native tool, up 1,442 places in the popularity ranking over three months, as of 6 November 2026, 13:16 UTC.

    Highperformr

    Marketing & Growth

    +1,442places in 3 months

    Anam

    Customer Success & Support

    +1,258places in 3 months

    Kie.ai

    Marketing & Growth

    +1,224places in 3 months

    Venice AI

    AI Platforms & Model Ops

    +1,180places in 3 months

    Sphere

    Finance & Accounting

    +1,005places in 3 months

    View as a table
    ToolCategoryRank 3 months agoRank nowRanks gained
    HighperformrMarketing & Growth#2,675#1,2331,442
    AnamCustomer Success & Support#2,725#1,4671,258
    Kie.aiMarketing & Growth#2,588#1,3641,224
    Venice AIAI Platforms & Model Ops#2,720#1,5401,180
    SphereFinance & Accounting#2,686#1,6811,005

    Three kinds of AI

    AI-native vs AI-embedded vs hyperscaler

    Every product on this map carries one of three classifications. AI-native products are built primarily around AI models; Anthropic/Claude is one. AI-embedded products add AI features to an existing software platform, like GitHub. Hyperscalers are the large cloud platforms that ship AI services alongside everything else, like Google Workspace. Of the AI tools on the map, 68% are AI-native, 31.3% AI-embedded and 0.7% hyperscalers.

    Share of tools on the map1,731 tools

    Share of AI tool purchasesLast 12 months

    Hyperscalers are 0.7% of the tools and 6.8% of AI purchases. AI-native tools make up 68% of the map and 55.7% of what companies buy.

    • AI-native

      Built around AI models. Anthropic/Claude, OpenAI/ChatGPT, Cursor.

    • AI-embedded

      Established software with AI built in. GitHub, Figma, Slack.

    • Hyperscaler

      Large cloud platforms shipping AI alongside everything else. Google Workspace, Google One, Google Colab.

    Origins

    When and where the AI tools were born

    The class of 2023 dominates: more AI tools on the map were founded in 2023 than in any other year. The United Kingdom is the second-largest home for AI tools on the map, after the United States.

    Founding year

    AI tools on the map by the year the company was founded.

    Headquarters

    AI tools on the map by recorded headquarters country.

    1. United States740
    2. United Kingdom125
    3. Germany51
    4. France36
    5. Canada31
    6. Australia23
    7. Netherlands23
    8. Singapore23
    9. Sweden21
    10. Israel19

    The full catalogue

    Every AI tool on the map

    Filter the catalogue by founded year, category or headquarters country. PNG exports show up to six tools in each of the twelve largest categories; CSV and JSON include every matching tool.

    All founded years
    Founded yearsReset all filters
    Reset

    1731 matching tools in 13 categories

    AI Platforms & Model Ops

    369 tools in 9 subcategories
    AI Platform (30)
    Anthropic/ClaudeOpenAI/ChatGPTPerplexity AIfalPineconeDeepgramCohereModalAgenticLlamaIndexGensparkCerebrasRequestyWeaviateReplicateQdrantFireworks AIConfident AIRelevance AICartesiaBlack Forest LabsMoonshot AIKlavis AIBraintrustpyannoteAIJina AI AnyscaleLabelbox01.AIAbacus.AI
    ML Ops & Model Training (17)
    Langsmith by LangchainLangfuseBytePlusTypeSafe AINebiusAgentaV7CekuraOllamaHastyCrusoeLLMbaseParasailCometPortkeyLangWatchAgenta
    AI Development Tools (15)
    DatabuttonBASE44MeshyComfyNVIDIA AIglifVenice AIUberduckSonioxBriaPipeboardAbbyy CloudACE StudioAflorithmicAgentset
    AI Agents & Automation (13)
    CassidyInworld AIGumloopSkyvernNanonetsMindsmithTregWPVibe01.AIAgemo AI AgenticAgentsetAgentsRoom
    LLM Providers & APIs (13)
    OpenRouterGoogle OneTavilyCloroPlay.htLinkupCockatooAbliterationOkaraSpeechAceTisane LabsRimeRunware
    AI Assistants & Copilots (8)
    GrokChatbasexAIDustZ.aiElicitHumbotChatAI
    Other (2)
    CloudmersiveACRCloud
    Platform (1)
    Google Colab
    Vector Databases (1)
    Exa

    Source: Cledara software payments data, classified by AI type and category. Published 6 November 2026, 13:16 UTC.

    View data table

    This table contains the tools on this catalogue page. Complete data is available in the CSV and JSON downloads. The activity ranking above always describes the full published population.

    ProductCategorySubcategoryDescription
    CassidyAI Platforms & Model OpsAI Agents & AutomationCassidy.ai is an AI-powered automation platform that integrates with over 100 tools, enabling businesses to automate tasks such as customer support triage, lead qualification, and RFP processing. It addresses challenges in managing repetitive tasks by providing AI assistants and workflows that utilise company-specific data.
    Inworld AIAI Platforms & Model OpsAI Agents & AutomationInworld AI provides a platform and SDKs for creating realistic AI-driven characters and conversational agents with personality, memory, and behaviour controls for games, virtual worlds, and interactive experiences. Developers can integrate its runtime and tooling into engines like Unity and Unreal to build immersive NPCs and chat experiences.
    GumloopAI Platforms & Model OpsAI Agents & AutomationGumloop is a no-code AI workflow automation platform that orchestrates modular “nodes” within visual flows. It processes structured inputs (JSON, CSV, PDFs) and integrates with APIs (Slack, Salesforce, Google Sheets, OpenAI) to automate tasks like web scraping, document processing, and email triggers. It runs parallel execution of flows based on credit limits.
    SkyvernAI Platforms & Model OpsAI Agents & AutomationSkyvern is a browser-automation platform that uses large language models (LLMs) and computer vision to automate manual workflows across websites via an API. The platform allows companies to replace brittle, site-specific scripts with AI-driven agents that navigate web pages, extract data, and execute multi-step workflows.
    NanonetsAI Platforms & Model OpsAI Agents & AutomationNanonets is a platform specializing in intelligent automation AI for business processes. With a focus on Optical Character Recognition (OCR) solutions, the product caters to various business needs.
    MindsmithAI Platforms & Model OpsAI Agents & AutomationMindsmith provides an AI platform for building realistic conversational agents and role-play simulations used for training, coaching, and evaluation. Teams can create custom AI characters to simulate customer, candidate, or prospect interactions for skills practice and assessment.
    TregAI Platforms & Model OpsAI Agents & AutomationTreg is an open-source tool registry and API gateway designed for AI coding agents. Acting as an "OpenRouter for agent tools," it provides a single unified key and pay-per-result pricing across thousands of third-party data services, such as SEO analytics, backlink checking, social media metrics, and lead enrichment, allowing AI agents to dynamically select and execute specialized tasks without requiring individual vendor subscriptions.
    WPVibeAI Platforms & Model OpsAI Agents & AutomationWPVibe provides cloud relay infrastructure and Model Context Protocol services that connect external artificial intelligence clients to self-hosted WordPress installations for site management. The hosted cloud service routes natural language instructions, executes REST API commands, manages Application Passwords, and coordinates real-time draft previews for site administrators.
    01.AIAI Platforms & Model OpsAI Agents & Automation01.AI is an artificial intelligence platform that provides enterprise AI agents, large language models, and AI-powered applications designed to support AI integration into business workflows. The platform enables users to build, deploy, and interact with advanced AI models for tasks such as natural language understanding and generation.
    Agemo AI AI Platforms & Model OpsAI Agents & AutomationAgemo AI develops an AI-platform that converts natural language descriptions into production-ready software tools. The company offers access to its platform via a web interface to enable non-technical users to build and deploy software automations.
    AgenticAI Platforms & Model OpsAI Agents & AutomationAgentic provides autonomous AI agents that connect to tools, APIs and data sources to automate workflows and complete complex tasks for teams and organisations.
    AgentsetAI Platforms & Model OpsAI Agents & AutomationAgentset provides an open-source infrastructure for developers to build production-ready retrieval-augmented generation (RAG) applications with built-in agentic reasoning. The software simplifies document ingestion, hybrid search, and reranking to deliver accurate, cited answers from large-scale knowledge bases.
    AgentsRoomAI Platforms & Model OpsAI Agents & AutomationAgentsRoom is a multi-project orchestration platform and visual command centre for AI coding agents (such as Claude Code, Codex, Aider, and OpenCode). Available as a desktop and mobile app, it allows developers to launch, monitor, and steer parallel AI agents across different repositories, featuring Kanban task automation, real-time code diff reviews, and encrypted remote control from any device.
    GrokAI Platforms & Model OpsAI Assistants & CopilotsGrok is a conversational generative AI service provided through the Grok.com website and mobile applications. The service responds to user prompts and generates outputs based on xAI models.
    ChatbaseAI Platforms & Model OpsAI Assistants & CopilotsChatbase is an AI chatbot builder that trains ChatGPT on data and integrates a chat widget into websites, empowering the chatbot to respond to queries.
    xAIAI Platforms & Model OpsAI Assistants & CopilotsxAI is an artificial intelligence tool, with its primary product, Grok. An AI chatbot integrated with the X platform, designed to answer a wide range of questions and assist users in various tasks.
    DustAI Platforms & Model OpsAI Assistants & CopilotsDust is a platform designed for businesses to create customisable AI assistants using their internal knowledge base. These assistants help streamline workflows and provide access to relevant information, boosting team productivity and collaboration.
    Z.aiAI Platforms & Model OpsAI Assistants & CopilotsZ.ai provides a conversational interface that processes text and image inputs through large language models to generate technical content and automated workflows.
    ElicitAI Platforms & Model OpsAI Assistants & CopilotsElicit is an AI-powered research tool that automates literature reviews, data extraction, and synthesis to assist with research analysis tasks.
    HumbotAI Platforms & Model OpsAI Assistants & CopilotsHumbot provides an AI-based platform that offers writing, study, and content improvement tools. It allows users to humanize AI text, check plagiarism, analyse documents, and support academic and professional writing tasks.
    ChatAIAI Platforms & Model OpsAI Assistants & CopilotsChatAI is a web-based platform integrating six AI models (e.g., ChatGPT 4o, Cohere, AI21) for tasks including text generation, code assistance, and image creation using Stable Diffusion. It supports multi-channel access (web, mobile, WhatsApp).
    DatabuttonAI Platforms & Model OpsAI Development ToolsDatabutton is a low-code platform that enables individuals to quickly create and deploy AI applications with ease. The platform introduces a new approach where prompting takes precedence over traditional programming, making it accessible for users to create AI-powered applications.
    BASE44AI Platforms & Model OpsAI Development ToolsBASE44 is an AI-powered, no-code platform that enables users to create fully functional applications by describing their requirements in natural language. It addresses the complexity of traditional software development by automating tasks such as database setup, authentication, and API integration. The platform offers built-in solutions for data storage, user management, and analytics, eliminating the need for manual configuration of services like Supabase or SendGrid.
    MeshyAI Platforms & Model OpsAI Development ToolsMeshy is an AI-powered 3D modelling platform that enables users to transform text prompts or 2D images into high-quality 3D models and animations. It offers features like text-to-3D conversion, image-to-3D transformation, texture generation, and animation tools, catering to game developers, designers, and creators seeking efficient 3D content creation.
    ComfyAI Platforms & Model OpsAI Development ToolsComfy is the home of the ComfyUI platform which includes an open-source visual AI workflow engine and a cloud service called Comfy Cloud that runs these workflows via browser with cloud compute. The platform enables users to build, execute and manage generative AI workflows for images, videos and other media without requiring local installation.
    NVIDIA AIAI Platforms & Model OpsAI Development ToolsNVIDIA AI is a centralised online portal offered by NVIDIA that provides developers with access to software development kits (SDKs), tools, APIs, documentation, training resources, and community support for building GPU-accelerated applications. This includes domains such as AI, graphics rendering, simulation, high-performance computing and more.
    glifAI Platforms & Model OpsAI Development Toolsglif is a low-code / no-code platform that lets users build AI-powered mini-apps and workflows (called “glifs”) that take inputs (text, images, button-clicks) and produce outputs (text, images, video or combinations thereof) using a variety of AI models.
    Venice AIAI Platforms & Model OpsAI Development ToolsVenice.ai provides a platform for building and using AI models through a web interface. The service allows users to generate text and interact with AI models within their workflows.
    UberduckAI Platforms & Model OpsAI Development ToolsUberduck is an AI-powered text-to-speech platform that generates customisable synthetic voices.
    SonioxAI Platforms & Model OpsAI Development ToolsSoniox provides high-accuracy, low-latency automatic speech recognition (ASR) and real-time transcription APIs and SDKs to convert audio into text for developers and enterprises.
    BriaAI Platforms & Model OpsAI Development ToolsBria AI is a generative artificial intelligence platform that provides APIs, SDKs, and tools to generate and edit visual content including images and video using fully licensed AI models. The platform enables developers and enterprises to integrate visual generative AI capabilities and customise outputs based on brand assets and controlled parameters.
    PipeboardAI Platforms & Model OpsAI Development ToolsPipeboard is a Model Context Protocol (MCP) server that connects advertising platforms, including Meta Ads and Google Ads, directly to LLM-enabled interfaces like Claude or Cursor.
    Abbyy CloudAI Platforms & Model OpsAI Development Tools-
    ACE StudioAI Platforms & Model OpsAI Development Tools-
    AflorithmicAI Platforms & Model OpsAI Development ToolsAflorithmic is a platform for generating synthetic voices using AI (artificial intelligence) technology.
    AgentsetAI Platforms & Model OpsAI Development ToolsAgentset provides an open-source infrastructure for developers to build production-ready retrieval-augmented generation (RAG) applications with built-in agentic reasoning. The software simplifies document ingestion, hybrid search, and reranking to deliver accurate, cited answers from large-scale knowledge bases.
    Anthropic/ClaudeAI Platforms & Model OpsAI PlatformClaude is a large language model developed by Anthropic, capable of handling text, voice messages, and documents to facilitate natural language interactions.
    OpenAI/ChatGPTAI Platforms & Model OpsAI PlatformOpenAI is an artificial intelligence research laboratory that conducts research in the field of AI with the stated goal of promoting and developing friendly AI in a way that benefits humanity as a whole.
    Perplexity AIAI Platforms & Model OpsAI PlatformPerplexity AI is a chatbot that uses machine learning and Natural Language Processing (NLP) to respond to user questions.
    falAI Platforms & Model OpsAI Platformfal provides a cloud-based platform for running generative-media models and AI inference through APIs. The platform includes tools for generating images, video, audio and 3D outputs, and for deploying and managing custom AI models.
    PineconeAI Platforms & Model OpsAI PlatformPinecone is a cloud-based service offering a high-performance vector database for real-time applications.
    DeepgramAI Platforms & Model OpsAI PlatformDeepgram is an AI Speech Platform that provides developers with a simple to use Speech-to-Text API.
    CohereAI Platforms & Model OpsAI PlatformCohere is an AI platform specializing in large language models (LLMs), that allows developers to utilise pre-built LLMs for performing various tasks on text input, with a focus on enterprise-level applications.
    ModalAI Platforms & Model OpsAI PlatformModal provides a serverless platform tailored for machine learning (ML) and artificial intelligence (AI) teams. It allows users to execute various tasks such as running generative AI models, large-scale batch jobs, job queues, and more without the need of managing infrastructure.
    AgenticAI Platforms & Model OpsAI PlatformAgentic provides autonomous AI agents that connect to tools, APIs and data sources to automate workflows and complete complex tasks for teams and organisations.
    LlamaIndexAI Platforms & Model OpsAI PlatformLlamaIndex is a data framework that connects custom data sources to large language models (LLMs), enabling ingestion, indexing, and querying of structured and unstructured data for AI applications.
    GensparkAI Platforms & Model OpsAI PlatformGenSpark is an AI-powered search platform that uses a multi-agent system to generate real-time, customised summaries called Sparkpages. These pages consolidate information from various sources, providing users with synthesized, unbiased, and interactive responses to their queries.
    CerebrasAI Platforms & Model OpsAI PlatformCerebras builds specialized computing systems and cloud services for running artificial intelligence workloads. Its hardware, including the CS-2 and CS-3 systems, is based on the Wafer Scale Engine, a processor designed to handle very large neural networks. These systems are used for tasks such as training and deploying language models and processing large datasets. Cerebras also provides cloud-based access to the same technology, allowing organisations to use its infrastructure without installing the hardware on-premise.
    RequestyAI Platforms & Model OpsAI PlatformRequesty provides an API platform that routes requests to multiple large-language-model providers through a single interface. It enables customers to manage usage, logging, performance, and data handling across LLMs.
    WeaviateAI Platforms & Model OpsAI PlatformWeaviate is a cloud-native vector search engine that allows developers to build and deploy machine learning models for natural language processing (NLP) and other AI applications. It offers powerful search capabilities, enabling users to explore and analyse unstructured data efficiently.
    ReplicateAI Platforms & Model OpsAI PlatformReplicate.com provides a platform for running, fine-tuning, and deploying open-source and custom AI models with minimal coding effort. It hosts a variety of models from the community, making them accessible for production use through APIs. The service targets AI development across several domains, such as image, text, and video generation.
    QdrantAI Platforms & Model OpsAI PlatformQdrant is a vector similarity search engine designed to store, search, and manage vectors with additional payload, facilitating neural network or semantic-based matching, faceted search, and other applications.
    Fireworks AIAI Platforms & Model OpsAI PlatformFireworks AI is a platform that enables users to create, customise, and deploy generative AI models for various applications, including generating images and text. The platform is designed to support the technical aspects of AI integration, focusing on the functionality and deployment of AI within products.
    Confident AIAI Platforms & Model OpsAI PlatformConfident AI offers a cloud-based platform for evaluating Large Language Model (LLM) applications, addressing the need for systematic benchmarking and performance monitoring. It enables users to curate datasets, define evaluation metrics, and conduct experiments to assess LLM outputs.
    Relevance AIAI Platforms & Model OpsAI PlatformRelevance AI provides a platform for building an AI Workforce, which consists of customisable AI agents equipped with tools to handle repetitive business tasks.
    CartesiaAI Platforms & Model OpsAI PlatformCartesia is a platform that provides real-time, multimodal intelligence, enabling users to generate speech, power voice applications, and fine-tune voice models.
    Black Forest LabsAI Platforms & Model OpsAI PlatformBlack Forest Labs is a suite of generative AI models for image and video creation, offering high-quality outputs with advanced editing capabilities and rapid generation speeds.
    Moonshot AIAI Platforms & Model OpsAI PlatformMoonshot AI provides advanced large-language-model technology (such as its Kimi models) that supports high-capacity text generation, reasoning, and multimodal AI use cases for developers and enterprises. It also offers an AI-powered, no-code conversion-optimisation platform that analyses websites and automatically tests improvements to increase user engagement and revenue.
    Klavis AIAI Platforms & Model OpsAI PlatformKlavis AI is an integration platform for AI specifically a “Model Context Protocol (MCP) integration platform” that enables AI agents/applications to reliably connect to external tools and services at scale.
    BraintrustAI Platforms & Model OpsAI PlatformBraintrust is a platform for building AI applications, offering tools for evaluating prompts, monitoring performance, and optimising AI workflows.
    pyannoteAIAI Platforms & Model OpsAI PlatformpyannoteAI provides a cloud-based speech processing platform. It offers APIs for speaker identification and audio analysis.
    Jina AI AI Platforms & Model OpsAI PlatformJina AI is a Multimodal AI platform
    AnyscaleAI Platforms & Model OpsAI PlatformAnyscale is a managed compute platform for building, deploying, and running scalable AI and Python applications using Ray. It provides tools to scale applications from development to production across cloud environments, supporting performance optimisation and resource management.
    LabelboxAI Platforms & Model OpsAI PlatformLabelbox is a platform designed for machine learning and artificial intelligence applications, particularly in the field of computer vision. It provides tools and capabilities for data labelling, annotation, and management, which are essential for training machine learning models, especially those that require labeled image and video data.
    01.AIAI Platforms & Model OpsAI Platform01.AI is an artificial intelligence platform that provides enterprise AI agents, large language models, and AI-powered applications designed to support AI integration into business workflows. The platform enables users to build, deploy, and interact with advanced AI models for tasks such as natural language understanding and generation.
    Abacus.AIAI Platforms & Model OpsAI PlatformAbacus.AI is an advanced AI platform that enables organisations to build and deploy real-time machine learning models for a variety of use cases.
    OpenRouterAI Platforms & Model OpsLLM Providers & APIs-
    Google OneAI Platforms & Model OpsLLM Providers & APIsGoogle One is Google's AI research and development arm, dedicated to creating innovative AI technologies. Using data and machine learning algorithms, Google AI develops systems for pattern recognition, prediction, and content generation, powering features like Google Assistant.
    TavilyAI Platforms & Model OpsLLM Providers & APIsTavily is a search API designed for AI applications (LLMs), providing accurate, real-time information retrieval to reduce hallucinations and optimise decision-making.
    CloroAI Platforms & Model OpsLLM Providers & APIsCloro provides an API for scraping and extracting structured data from AI search engines and large language models. The tool parses responses from platforms like ChatGPT and Perplexity to facilitate brand monitoring and competitor analysis for search engine optimisation.
    Play.htAI Platforms & Model OpsLLM Providers & APIsPlay.ht provides a text-to-speech platform that transforms written text into spoken audio using artificial intelligence. It supports various languages and accents, catering to a range of applications such as audiobooks, podcasts and video voiceovers. Users can input text, choose a voice and language, and adjust pronunciation settings. The platform enables the download of generated audio or its direct embedding into websites and applications.
    LinkupAI Platforms & Model OpsLLM Providers & APIsLinkup is a search API platform that enables large-language models (LLMs) and agents to access real-time web data and deliver grounded results. It allows developers to integrate web search capabilities into their applications, agents, or workflows via a programmable interface.
    CockatooAI Platforms & Model OpsLLM Providers & APIsCockatoo is a transcription platform that utilises AI to automatically convert recorded speech into text.
    AbliterationAI Platforms & Model OpsLLM Providers & APIsAbliteration provides hosted artificial intelligence language models with reduced refusal filters alongside an enterprise policy gateway for custom governance. The system processes prompts for tasks like cybersecurity research, synthetic data generation, and machine learning training through OpenAI-compatible application programming interfaces.
    OkaraAI Platforms & Model OpsLLM Providers & APIsOkara provides a private artificial intelligence platform that gives users access to multiple open-source models through an encrypted chat interface.
    SpeechAceAI Platforms & Model OpsLLM Providers & APIsSpeechAce provides an artificial intelligence platform for the automated assessment of oral language pronunciation and fluency. The software offers an application programming interface that evaluates speech against native speaker models to provide feedback on phonemes, syllables, and speaking rates for educational applications.
    Tisane LabsAI Platforms & Model OpsLLM Providers & APIsTisane is an API for real-time text analysis that detects abusive content in 30 languages, providing JSON annotations.
    RimeAI Platforms & Model OpsLLM Providers & APIsRime provides a voice AI platform that converts text into speech and supports real-time conversational voice applications. It offers cloud and on-premises deployment options for developers and enterprises building voice-enabled systems.
    RunwareAI Platforms & Model OpsLLM Providers & APIsRunware provides an cloud infrastructure platform and API that runs generative artificial intelligence models for media inference and content creation. The platform connects software applications directly to optimised server clusters to process text, image, and video generation workloads.
    Langsmith by LangchainAI Platforms & Model OpsML Ops & Model TrainingLangChain is a unified DevOps platform for developing, collaborating, testing, deploying, and monitoring LLM applications, offering full visibility into the sequence of calls and supporting all phases of LLM-powered application lifecycle.
    LangfuseAI Platforms & Model OpsML Ops & Model TrainingLangfuse is an open-source LLM engineering platform specializing in LLM observability, metrics evaluations, and prompt management.
    BytePlusAI Platforms & Model OpsML Ops & Model TrainingBytePlus offers enterprise-level tools that enable companies to use machine learning, data intelligence, customer data platforms, AR, video/live streaming and personalisation to build digital experiences or deploy AI models. It supports the full workflow from data collection and model training to deployment and inference, plus tools for customer data unification and live-interactive content.
    TypeSafe AIAI Platforms & Model OpsML Ops & Model TrainingTypeSafe provides AI-powered infrastructure and tooling focused on evaluating, testing, and improving the reliability and safety of large language model applications. It helps teams monitor model behaviour, run experiments, and build more trustworthy AI systems.
    NebiusAI Platforms & Model OpsML Ops & Model TrainingNebius is a platform that provides AI-focused infrastructure, offering access to NVIDIA GPUs (H100, H200, L40s) for tasks such as model training and inference. It includes managed services like Kubernetes and Slurm clusters, as well as tools for dataset processing and model management.
    AgentaAI Platforms & Model OpsML Ops & Model TrainingAgenta is an open-source LLMOps platform that provides an end-to-end workflow for building, testing, evaluating, and monitoring large language model (LLM)-powered applications. The platform centralises prompt management, versioning, evaluation metrics, observability and deployment tools to help teams ship reliable production-grade LLM apps.
    V7AI Platforms & Model OpsML Ops & Model TrainingV7 is an AI Training Data platform that allows you to label and annotate data and automate data pipelines.
    CekuraAI Platforms & Model OpsML Ops & Model TrainingCekura automates Quality Assurance for voice and chat AI agents by allowing teams to simulate diverse scenarios with different personas, run pre-production tests, and monitor live conversations. It enables replay of real calls, provides performance metrics such as latency, interruptions, and compliance, and delivers real-time alerts alongside dashboards, helping teams continuously improve the reliability of their AI agents.
    OllamaAI Platforms & Model OpsML Ops & Model TrainingOllama provides tools to run and manage large language models locally or on private infrastructure, offering a developer-friendly CLI and desktop app to serve models and build AI applications.
    HastyAI Platforms & Model OpsML Ops & Model TrainingHasty is a vision AI platform that enables users to upload image and video datasets, label visual data, and use those labeled datasets to build, compare, and deploy custom computer vision models for machine learning workflows. The platform supports annotation and model training tasks to help data and AI teams prepare training data and iterate on vision AI projects.
    CrusoeAI Platforms & Model OpsML Ops & Model TrainingCrusoe provides cloud and data centre infrastructure services that deliver high-performance computing resources for training, deploying, and scaling AI workloads. The platform includes managed AI compute services and modular data centre infrastructure powered by renewable and aligned energy sources.
    LLMbaseAI Platforms & Model OpsML Ops & Model TrainingLLMbase is an AI platform for building, testing, and managing applications powered by large language models. It helps teams experiment with prompts and models, evaluate outputs, and operationalize LLM workflows.
    ParasailAI Platforms & Model OpsML Ops & Model TrainingParasail provides managed cloud access to specialized graphic processing unit compute infrastructure and programming interfaces for deployed artificial intelligence applications. The web-hosted dashboard allows users to submit serverless machine learning inference workloads, run large language model pipelines, and track compute resource utilisation across scalable cloud clusters.
    CometAI Platforms & Model OpsML Ops & Model TrainingComet is a Python-based MLOps platform that logs and compares ML experiments, tracking code, hyperparameters, metrics, and artifacts. It integrates with frameworks like PyTorch and TensorFlow.
    PortkeyAI Platforms & Model OpsML Ops & Model TrainingPortkey is a platform that offers tools for building, deploying, and managing AI models and workflows. It allows users to create and integrate AI-driven features into their applications or processes. The platform supports the development and deployment of machine learning models, providing an interface for managing these models and their associated data.
    LangWatchAI Platforms & Model OpsML Ops & Model TrainingLangWatch provides an end-to-end LLM observability, evaluation, and prompt engineering platform for teams shipping AI applications to production. The tool allows developers to trace agent steps, run automated response evaluations, and monitor system performance, latency, and costs in real time.
    AgentaAI Platforms & Model OpsML Ops & Model TrainingAgenta is an open-source LLMOps platform that provides an end-to-end workflow for building, testing, evaluating, and monitoring large language model (LLM)-powered applications. The platform centralises prompt management, versioning, evaluation metrics, observability and deployment tools to help teams ship reliable production-grade LLM apps.
    CloudmersiveAI Platforms & Model OpsOtherCloudmersive offers a suite of cloud-based APIs to automate processes such as file conversion, image recognition, data validation, and security threat detection.
    ACRCloudAI Platforms & Model OpsOther-
    Google ColabAI Platforms & Model OpsPlatformGoogle Colab is a free cloud-based platform that allows users to write, run, and share Jupyter notebooks with others.
    ExaAI Platforms & Model OpsVector DatabasesExa provides an AI-driven search engine and API that delivers content retrieval using embeddings-based search. It offers features like semantic understanding of queries, instant content retrieval, and similarity search to enhance AI applications.

    Method

    About this dataset

    This AI market map covers 1,731 AI products, from AI-native tools to AI-embedded software and hyperscalers, ranked by how often companies buy and renew them over the last 12 months. Anthropic/Claude ranks ahead of OpenAI/ChatGPT as of 6 November 2026, 13:16 UTC. Updated monthly.

    Measure
    Share of all software purchases and renewals on Cledara
    Window
    Trailing 12 months, through October 2026
    Classification
    AI-native, AI-embedded, hyperscaler
    Updated
    Licence
    CC BY-NC 4.0

    Read the methodology

    Frequently asked questions

    What are the most popular AI tools in 2026?

    Anthropic/Claude, OpenAI/ChatGPT and Google Workspace are the most-purchased AI tools on Cledara over the last 12 months, as of 6 November 2026, 13:16 UTC. See the top-20 ranking above.

    Which AI tool do companies buy most?

    Anthropic/Claude is the most-purchased AI tool, ahead of OpenAI/ChatGPT, with 12.3% of all software purchases on Cledara over the last 12 months.

    Is Claude or ChatGPT more popular with businesses?

    Anthropic/Claude ranks higher in business purchases over the last 12 months, as of 6 November 2026, 13:16 UTC. See the full Claude vs ChatGPT comparison for spend and overlap data.

    How many AI tools does the map cover?

    The map covers 1,731 AI products across 13 categories, from model providers and AI coding tools to AI features inside established software. It is updated monthly as new AI tools reach business buyers.

    What counts as an AI-native product?

    AI-native products are built primarily around AI models (e.g. Anthropic/Claude); AI-embedded products add AI to an existing platform (e.g. GitHub). Every product on the map is labelled with its classification.

    Related data

    Use this map

    Share it, embed it, cite it

    Every tool and every category has its own link, ready for a post, a deck or a newsletter.

    Share

    Links open the map with a tool or category already highlighted.

    data.cledara.com/ai-market-map
  ?vendor=cursor
  ?zoom=engineering-and-devops

    Embed

    Put a finding from the map in an article or newsletter, with a credit link back to the source.

    <figure>
  <blockquote cite="…">…</blockquote>
  <figcaption>Source: Cledara
    AI Market Map</figcaption>
</figure>

    Cite

    Include the source URL and the data date in your citation.

    Cledara AI Market Map, "Real-Time AI Market Map (2026)", data.cledara.com, updated 6 November 2026, 13:16 UTC. Cite with attribution under the site's CC BY-NC 4.0 data licence.

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