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GILD Intelligence

AI products

We track 88 AI products, each with its practitioner sentiment. Add the ones your team uses to My Stack.

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88products

  1. kcapAI Observability by KurrentUnscored until 20 sources from 15 authorsKurrent's shared memory for coding agents: sessions from Claude Code, Codex, Cursor and nine other agents, kept in one workspace to search, review and hand back to agents.Category: AI ObservabilityKurrentUpdated: Nov 4, 2026Practitioner sentiment: Unscored until 20 sources from 15 authors
  2. pgvectorVector Database by The pgvector project−29 NegativeOpen-source vector similarity search for Postgres, free under the PostgreSQL License.Category: Vector DatabaseThe pgvector projectUpdated: Nov 3, 2026Practitioner sentiment: −29 Negative
  3. T3 CodeAI Coding Agent by T3 Tools+20 PositiveOpen-source desktop, web and mobile control surface for the coding agents installed on your machine.Category: AI Coding AgentT3 ToolsUpdated: Nov 2, 2026Practitioner sentiment: +20 Positive
  4. DeepSeek APIAI Model API by DeepSeek+57 Strong positiveDeepSeek's own API for V4.1 Flash and V4 Pro, OpenAI and Anthropic compatible, billed per token with half-price off-peak hours.Category: AI Model APIDeepSeekUpdated: Nov 2, 2026Practitioner sentiment: +57 Strong positive
  5. FathomAI Meeting Notes by Fathom (part of Superhuman)+23 PositiveAI notetaker that records and summarizes Zoom, Google Meet, and Teams calls, with a free plan.Category: AI Meeting NotesFathom (part of Superhuman)Updated: Nov 2, 2026Practitioner sentiment: +23 Positive
  6. Qwen CodeAI Coding Agent by Alibaba−50 Strong negativeAlibaba's open-source coding agent for the terminal and editors, on Qwen, third-party, or local models.Category: AI Coding AgentAlibabaUpdated: Nov 2, 2026Practitioner sentiment: −50 Strong negative
  7. Fireworks AIInference Hosting by Fireworks AI−17 MixedHosted inference for open models: shared Serverless billed per token, on-demand GPUs billed per GPU second, and fine-tuning.Category: Inference HostingFireworks AIUpdated: Nov 1, 2026Practitioner sentiment: −17 Mixed
  8. PineconeVector Database by Pinecone Systems−63 Strong negativeManaged vector database with hybrid search, hosted embedding and reranking.Category: Vector DatabasePinecone SystemsUpdated: Nov 1, 2026Practitioner sentiment: −63 Strong negative
  9. QdrantVector Database by Qdrant Solutions GmbH−40 NegativeOpen-source vector database with payload filtering, self-hosted under Apache 2.0 or bought as Qdrant Cloud.Category: Vector DatabaseQdrant Solutions GmbHUpdated: Nov 1, 2026Practitioner sentiment: −40 Negative
  10. Together AIInference Hosting by Together AI−49 NegativeInference host for open models: a serverless per-token API, reserved capacity, fine-tuning and GPU clusters.Category: Inference HostingTogether AIUpdated: Nov 1, 2026Practitioner sentiment: −49 Negative
  11. AI SDKAgent Framework by Vercel+36 PositiveVercel's open-source TypeScript toolkit for building AI features and agents on any major model API.Category: Agent FrameworkVercelUpdated: Nov 1, 2026Practitioner sentiment: +36 Positive
  12. AiderAI Coding Agent by Aider AI LLC+28 PositiveOpen-source AI pair programming in your terminal, on the model you choose.Category: AI Coding AgentAider AI LLCUpdated: Nov 1, 2026Practitioner sentiment: +28 Positive
  13. Amazon BedrockAI Model API by Amazon Web Services+9 MixedAWS's managed service for building on foundation models from many AI companies.Category: AI Model APIAmazon Web ServicesUpdated: Nov 1, 2026Practitioner sentiment: +9 Mixed
  14. Amazon Q DeveloperAI Coding Agent by Amazon Web Services+10 MixedAWS's developer assistant; IDE plugins end support April 30, 2027.Category: AI Coding AgentAmazon Web ServicesUpdated: Nov 1, 2026Practitioner sentiment: +10 Mixed
  15. AmpAI Coding Agent by Amp Frontier Corporation+69 Strong positiveCoding agent and development environment that runs each thread on its own machine.Category: AI Coding AgentAmp Frontier CorporationUpdated: Nov 1, 2026Practitioner sentiment: +69 Strong positive
  16. Auggie CLIAI Coding Agent by Harness+59 Strong positiveTerminal coding agent on the Context Engine, built by Augment Code and owned by Harness.Category: AI Coding AgentHarnessUpdated: Nov 1, 2026Practitioner sentiment: +59 Strong positive
  17. ChatGPTAI Assistant by OpenAI+14 MixedOpenAI's assistant for individual work and shared Business or Enterprise workspaces.Category: AI AssistantOpenAIUpdated: Nov 1, 2026Practitioner sentiment: +14 Mixed
  18. ClaudeAI Assistant by Anthropic+44 PositiveAnthropic's AI assistant and work agent for individuals and teams.Category: AI AssistantAnthropicUpdated: Nov 1, 2026Practitioner sentiment: +44 Positive
  19. Claude CodeAI Coding Agent by Anthropic+75 Strong positiveReads, edits and runs code in a repoCategory: AI Coding AgentAnthropicUpdated: Nov 1, 2026Practitioner sentiment: +75 Strong positive
  20. ClineAI Coding Agent by Cline+39 PositiveOpen-source coding agent for your editor and terminal, on the models you choose.Category: AI Coding AgentClineUpdated: Nov 1, 2026Practitioner sentiment: +39 Positive
  21. CodexAI Coding Agent by OpenAI+55 Strong positiveOpenAI's coding agent for the terminal, the IDE, the ChatGPT apps, and the cloud.Category: AI Coding AgentOpenAIUpdated: Nov 1, 2026Practitioner sentiment: +55 Strong positive
  22. ConfluenceTeam Workspace by Atlassian+8 MixedAtlassian's wiki, with Rovo search, chat, and agents included on paid Cloud plans.Category: Team WorkspaceAtlassianUpdated: Nov 1, 2026Practitioner sentiment: +8 Mixed
  23. ContinueAI Coding Agent by Continue Dev, Inc. (acquired by Cursor)−9 MixedOpen-source AI code assistant for VS Code and JetBrains, now in its final release.Category: AI Coding AgentContinue Dev, Inc. (acquired by Cursor)Updated: Nov 1, 2026Practitioner sentiment: −9 Mixed
  24. CursorAI Coding Agent by Anysphere+11 MixedAI-native code editor built around agentic workflows.Category: AI Coding AgentAnysphereUpdated: Nov 1, 2026Practitioner sentiment: +11 Mixed
  25. Databricks GenieAI Data Analysis by Databricks+36 PositiveConversational analytics on Databricks, with Genie One for business users and Genie Agents for data teams.Category: AI Data AnalysisDatabricksUpdated: Nov 1, 2026Practitioner sentiment: +36 Positive
  26. DevinAI Coding Agent by Cognition+39 PositiveAutonomous software engineering agent.Category: AI Coding AgentCognitionUpdated: Nov 1, 2026Practitioner sentiment: +39 Positive
  27. Devin Desktop (formerly Windsurf)AI Coding Agent by Cognition+17 MixedCognition's agent editor, renamed from Windsurf.Category: AI Coding AgentCognitionUpdated: Nov 1, 2026Practitioner sentiment: +17 Mixed
  28. FactoryAI Coding Agent by Factory+22 PositiveModel-independent software development agents, called Droids.Category: AI Coding AgentFactoryUpdated: Nov 1, 2026Practitioner sentiment: +22 Positive
  29. GeminiAI Assistant by Google−24 NegativeGoogle's AI assistant for work, included in Google Workspace plans.Category: AI AssistantGoogleUpdated: Nov 1, 2026Practitioner sentiment: −24 Negative
  30. Gemini CLIAI Coding Agent by Google−3 MixedGoogle's open-source AI agent for the terminal.Category: AI Coding AgentGoogleUpdated: Nov 1, 2026Practitioner sentiment: −3 Mixed
  31. Gemini EnterpriseAI Assistant by Google−42 NegativeGoogle's workplace assistant and agent app, formerly Google Agentspace, sold per seat.Category: AI AssistantGoogleUpdated: Nov 1, 2026Practitioner sentiment: −42 Negative
  32. GitHub CopilotAI Coding Agent by GitHub+15 MixedGitHub's AI coding agents, IDE assistance, and pull request review.Category: AI Coding AgentGitHubUpdated: Nov 1, 2026Practitioner sentiment: +15 Mixed
  33. GleanAI Search by Glean+67 Strong positiveEnterprise search and AI agents built on company knowledge.Category: AI SearchGleanUpdated: Nov 1, 2026Practitioner sentiment: +67 Strong positive
  34. Google AntigravityAI Coding Agent by Google−16 MixedGoogle's agent platform with a desktop manager, a CLI, an IDE, and editor extensions.Category: AI Coding AgentGoogleUpdated: Nov 1, 2026Practitioner sentiment: −16 Mixed
  35. GranolaAI Meeting Notes by Granola+68 Strong positiveAI notepad that turns your typed meeting notes and transcript into finished notes without a bot.Category: AI Meeting NotesGranolaUpdated: Nov 1, 2026Practitioner sentiment: +68 Strong positive
  36. JulesAI Coding Agent by Google0 MixedGoogle Labs' asynchronous coding agent for GitHub repositories.Category: AI Coding AgentGoogleUpdated: Nov 1, 2026Practitioner sentiment: 0 Mixed
  37. JunieAI Coding Agent by JetBrains+28 PositiveJetBrains' coding agent for JetBrains IDEs, the terminal, and CI.Category: AI Coding AgentJetBrainsUpdated: Nov 1, 2026Practitioner sentiment: +28 Positive
  38. Kimi CodeAI Coding Agent by Moonshot AI−36 NegativeMoonshot AI's coding agent on Kimi K3.1 Pro, in a terminal CLI, VS Code, a desktop app, and ACP editors, included in Kimi plans from Plus.Category: AI Coding AgentMoonshot AIUpdated: Nov 1, 2026Practitioner sentiment: −36 Negative
  39. KiroAI Coding Agent by Amazon Web Services+10 MixedAWS's spec-driven agent for the IDE, terminal, and cloud.Category: AI Coding AgentAmazon Web ServicesUpdated: Nov 1, 2026Practitioner sentiment: +10 Mixed
  40. LangGraphAgent Framework by LangChain+25 PositiveOpen-source framework and runtime for stateful, long-running agents.Category: Agent FrameworkLangChainUpdated: Nov 1, 2026Practitioner sentiment: +25 Positive
  41. LangSmithAI Observability by LangChain+17 MixedTracing, evaluation, and deployment for LLM apps and agents.Category: AI ObservabilityLangChainUpdated: Nov 1, 2026Practitioner sentiment: +17 Mixed
  42. LinearTeam Workspace by Linear+41 PositiveIssue tracking and planning for teams that hand work to people and coding agents.Category: Team WorkspaceLinearUpdated: Nov 1, 2026Practitioner sentiment: +41 Positive
  43. LiteLLMAI Gateway by BerriAI+8 MixedOpen-source AI gateway and Python SDK that call 100+ LLM APIs in one format.Category: AI GatewayBerriAIUpdated: Nov 1, 2026Practitioner sentiment: +8 Mixed
  44. MakeWorkflow Automation by Celonis0 MixedVisual automation for 3,500+ apps, with AI agents and an MCP server.Category: Workflow AutomationCelonisUpdated: Nov 1, 2026Practitioner sentiment: 0 Mixed
  45. MastraAgent Framework by Mastra−36 NegativeTypeScript framework for agents, workflows, memory, and evals.Category: Agent FrameworkMastraUpdated: Nov 1, 2026Practitioner sentiment: −36 Negative
  46. Microsoft FoundryAI Model API by Microsoft−26 NegativeMicrosoft's Azure platform for models from many AI companies and the agents built on them, formerly Azure AI Foundry.Category: AI Model APIMicrosoftUpdated: Nov 1, 2026Practitioner sentiment: −26 Negative
  47. Mistral VibeAI Coding Agent by Mistral AI+18 MixedMistral's open-source coding agent for the terminal, on hosted or local models.Category: AI Coding AgentMistral AIUpdated: Nov 1, 2026Practitioner sentiment: +18 Mixed
  48. Open WebUIAI Assistant by Open WebUI−74 Strong negativeSelf-hosted AI chat interface for local and hosted models, with accounts, knowledge, tools, and SSO on your own servers.Category: AI AssistantOpen WebUIUpdated: Nov 1, 2026Practitioner sentiment: −74 Strong negative
  49. OpenAI Agents SDKAgent Framework by OpenAI−17 MixedOpenAI's lightweight Python and TypeScript runtime for agents, handoffs, guardrails, and sessions.Category: Agent FrameworkOpenAIUpdated: Nov 1, 2026Practitioner sentiment: −17 Mixed
  50. OpenCodeAI Coding Agent by Anomaly+27 PositiveOpen-source coding agent for the terminal, desktop, and web, on the models you choose.Category: AI Coding AgentAnomalyUpdated: Nov 1, 2026Practitioner sentiment: +27 Positive
  51. OpenHandsAI Coding Agent by All Hands AI+15 MixedThe open-source autonomous coding agent, self-hosted or in OpenHands Cloud.Category: AI Coding AgentAll Hands AIUpdated: Nov 1, 2026Practitioner sentiment: +15 Mixed
  52. PerplexityAI Search by Perplexity−25 NegativeAI answer engine with cited web research, model choice, and an agent for longer tasks.Category: AI SearchPerplexityUpdated: Nov 1, 2026Practitioner sentiment: −25 Negative
  53. Power AutomateWorkflow Automation by Microsoft−6 MixedMicrosoft's workflow automation for cloud flows, desktop RPA, and agent flows.Category: Workflow AutomationMicrosoftUpdated: Nov 1, 2026Practitioner sentiment: −6 Mixed
  54. Replit AgentAI App Builder by Replit+26 PositiveReplit's agent for building, publishing, and hosting apps from a prompt.Category: AI App BuilderReplitUpdated: Nov 1, 2026Practitioner sentiment: +26 Positive
  55. SeerAI Observability by Sentry+11 MixedSentry's AI debugging agent for production errors.Category: AI ObservabilitySentryUpdated: Nov 1, 2026Practitioner sentiment: +11 Mixed
  56. TabnineAI Coding Agent by Tabnine (a Tricentis company)−34 NegativeAI coding assistant and agents that enterprises run as SaaS, in their VPC, on premises, or air-gapped.Category: AI Coding AgentTabnine (a Tricentis company)Updated: Nov 1, 2026Practitioner sentiment: −34 Negative
  57. WarpAI Coding Agent by Warp+30 PositiveA terminal with a coding agent that also runs through a CLI and in the cloud.Category: AI Coding AgentWarpUpdated: Nov 1, 2026Practitioner sentiment: +30 Positive
  58. ZedAI Coding Agent by Zed Industries+25 PositiveNative code editor with its own agent, edit predictions, and room for external agents.Category: AI Coding AgentZed IndustriesUpdated: Nov 1, 2026Practitioner sentiment: +25 Positive
  59. Claude APIAI Model API by Anthropic+25 PositiveAnthropic's developer platform for building on Claude models.Category: AI Model APIAnthropicUpdated: Oct 31, 2026Practitioner sentiment: +25 Positive
  60. CrewAIAgent Framework by CrewAI−7 MixedOpen-source framework for role-based agent crews and event-driven flows.Category: Agent FrameworkCrewAIUpdated: Oct 31, 2026Practitioner sentiment: −7 Mixed
  61. Datadog Agent ObservabilityAI Observability by Datadog+32 PositiveTracing, evaluation, and cost tracking for LLM apps and agents inside the Datadog platform, formerly LLM Observability.Category: AI ObservabilityDatadogUpdated: Oct 31, 2026Practitioner sentiment: +32 Positive
  62. Gemini APIAI Model API by Google0 MixedGoogle's developer API for building on Gemini models.Category: AI Model APIGoogleUpdated: Oct 31, 2026Practitioner sentiment: 0 Mixed
  63. Gemini Enterprise Agent PlatformAI Model API by Google−27 NegativeGoogle Cloud's platform for Gemini, partner models and agents, launched April 22, 2026 as the evolution of Vertex AI.Category: AI Model APIGoogleUpdated: Oct 31, 2026Practitioner sentiment: −27 Negative
  64. GrokAI Assistant by xAI+9 MixedxAI's assistant for chat, files, images, video, and voice, on the web and mobile.Category: AI AssistantxAIUpdated: Oct 31, 2026Practitioner sentiment: +9 Mixed
  65. Microsoft CopilotAI Assistant by Microsoft−3 MixedMicrosoft's AI assistant for work, inside Microsoft 365.Category: AI AssistantMicrosoftUpdated: Oct 31, 2026Practitioner sentiment: −3 Mixed
  66. Microsoft Copilot StudioWorkflow Automation by Microsoft−53 Strong negativeMicrosoft's builder for agents and agent flows in Microsoft 365 Copilot, Teams and websites, billed in Copilot Credits.Category: Workflow AutomationMicrosoftUpdated: Oct 31, 2026Practitioner sentiment: −53 Strong negative
  67. OpenRouterAI Gateway by OpenRouter+10 MixedHosted router that serves 500+ models from 80+ hosts through one OpenAI-compatible API and one credit balance.Category: AI GatewayOpenRouterUpdated: Oct 31, 2026Practitioner sentiment: +10 Mixed
  68. PortkeyAI Gateway by Palo Alto Networks0 MixedAI gateway with request logs, guardrails, and fallbacks on your own model keys, sold by Palo Alto Networks as Prisma AIRS AI Gateway.Category: AI GatewayPalo Alto NetworksUpdated: Oct 31, 2026Practitioner sentiment: 0 Mixed
  69. QodoAI Code Review by Qodo+17 MixedMulti-agent AI code review for pull requests, billed from a shared workspace credit pool.Category: AI Code ReviewQodoUpdated: Oct 31, 2026Practitioner sentiment: +17 Mixed
  70. ArizeAI Observability by Arize AI+26 PositiveTracing and evaluation for LLM apps and agents, managed in Arize AX or self-hosted with Phoenix.Category: AI ObservabilityArize AIUpdated: Oct 30, 2026Practitioner sentiment: +26 Positive
  71. BraintrustAI Observability by Braintrust+50 Strong positiveEvals and observability for AI features and agents.Category: AI ObservabilityBraintrustUpdated: Oct 30, 2026Practitioner sentiment: +50 Strong positive
  72. Claude Agent SDKAgent Framework by Anthropic+52 Strong positiveClaude Code's agent loop and tools as a Python and TypeScript library.Category: Agent FrameworkAnthropicUpdated: Oct 30, 2026Practitioner sentiment: +52 Strong positive
  73. FirefliesAI Meeting Notes by Fireflies.ai+6 MixedAI meeting assistant that records calls across platforms and produces searchable transcripts and summaries.Category: AI Meeting NotesFireflies.aiUpdated: Oct 30, 2026Practitioner sentiment: +6 Mixed
  74. JevAI Model API by TypeSafe AI+40 PositiveTypeSafe's System One model for fast, structured decisions.Category: AI Model APITypeSafe AIUpdated: Oct 30, 2026Practitioner sentiment: +40 Positive
  75. LangfuseAI Observability by ClickHouse+46 PositiveOpen-source tracing, evaluation, and prompt management for LLM apps and agents.Category: AI ObservabilityClickHouseUpdated: Oct 30, 2026Practitioner sentiment: +46 Positive
  76. Notion AITeam Workspace by Notion+5 MixedThe AI built into Notion: an agent, enterprise search, meeting notes, and Custom Agents.Category: Team WorkspaceNotionUpdated: Oct 30, 2026Practitioner sentiment: +5 Mixed
  77. OpenAI APIAI Model API by OpenAI+3 MixedOpenAI's developer platform for building on GPT models.Category: AI Model APIOpenAIUpdated: Oct 30, 2026Practitioner sentiment: +3 Mixed
  78. OtterAI Meeting Notes by Otter.ai−69 Strong negativeAI notetaker that keeps searchable meeting recordings, captured by a bot or directly from your device.Category: AI Meeting NotesOtter.aiUpdated: Oct 30, 2026Practitioner sentiment: −69 Strong negative
  79. BoltAI App Builder by StackBlitz+60 Strong positiveAn AI app builder that writes and publishes JavaScript web and Expo mobile apps from a chat in the browser.Category: AI App BuilderStackBlitzUpdated: Oct 28, 2026Practitioner sentiment: +60 Strong positive
  80. CodeRabbitAI Code Review by CodeRabbit+16 MixedAI code review on pull requests, in the IDE, and in the CLI.Category: AI Code ReviewCodeRabbitUpdated: Oct 28, 2026Practitioner sentiment: +16 Mixed
  81. GreptileAI Code Review by Greptile+40 PositiveCodebase-aware AI code review.Category: AI Code ReviewGreptileUpdated: Oct 28, 2026Practitioner sentiment: +40 Positive
  82. HexAI Data Analysis by Hex+65 Strong positiveData workspace where notebooks and AI agents analyze your warehouse.Category: AI Data AnalysisHexUpdated: Oct 28, 2026Practitioner sentiment: +65 Strong positive
  83. LookerAI Data Analysis by Google−8 MixedGoogle Cloud BI with Gemini agents grounded in LookML.Category: AI Data AnalysisGoogleUpdated: Oct 28, 2026Practitioner sentiment: −8 Mixed
  84. LovableAI App Builder by Lovable+27 PositiveBuild and host full-stack web apps from a chat.Category: AI App BuilderLovableUpdated: Oct 28, 2026Practitioner sentiment: +27 Positive
  85. n8nWorkflow Automation by n8n0 MixedWorkflow automation with AI agents on n8n Cloud or your servers.Category: Workflow Automationn8nUpdated: Oct 28, 2026Practitioner sentiment: 0 Mixed
  86. Snowflake CoWorkAI Data Analysis by Snowflake+36 PositiveA Snowflake work agent that answers business questions from governed data.Category: AI Data AnalysisSnowflakeUpdated: Oct 28, 2026Practitioner sentiment: +36 Positive
  87. v0AI App Builder by Vercel+68 Strong positiveVercel's AI agent for building web apps and prototypes from prompts.Category: AI App BuilderVercelUpdated: Oct 28, 2026Practitioner sentiment: +68 Strong positive
  88. ZapierWorkflow Automation by Zapier−4 MixedAutomation platform connecting 9,000+ apps, with AI steps, agents, and an MCP server.Category: Workflow AutomationZapierUpdated: Oct 28, 2026Practitioner sentiment: −4 Mixed

Where each product sits

Every product we track, placed by the stage of work it mainly serves. Building software with agents holds the most.

Agentic Software Development

1Plan

32Build

4Validate

0Ship

None yet

0Operate

None yet

AI Application Platform

11Model

6Build

3Data

5Evaluate

2Operate

AI Knowledge Work

8Assist

3Find

4Create

4Analyze

5Automate

Point at a mark to see which product it is.Tap a mark to see which product it is.
What each stage holds

Agentic Software Development

Plan
Work planning
Build
Codebase context, Coding, Agent runtime, Tool execution
Validate
Debugging, Testing, Code review, Application security
Ship
Source control, CI/CD
Operate
Observability

AI Application Platform

Model
Model APIs, Model gateway
Build
Orchestration, Tool use
Data
Retrieval
Evaluate
Evaluation
Operate
Observability, Cloud deployment, Guardrails

AI Knowledge Work

Assist
AI assistant
Find
Web research, Enterprise search
Create
Documents, Meeting notes
Analyze
Data analysis
Automate
Automation