Company comparison
Humanloop vs Abacus.AI
Radar profile, momentum bars, and stack placement side by side.
Humanloop
Not scored
momentum
Abacus.AI
Not scored
momentum
Humanloop capital
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Abacus.AI capital
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No radar series.
Momentum head-to-head
Attribute tape
| Field | Humanloop | Abacus.AI |
|---|---|---|
| Category | Uncategorized | Uncategorized |
| Stack | — | — |
| HQ | San Francisco, CA, United States | San Francisco, CA, United States |
| Founded | — | — |
| Status | Acquired | Operating |
| Funding | — | — |
| Momentum | — | — |
| Summary | Humanloop was an LLMOps platform that combined prompt management, automated and human evaluation, and production observability into a single workflow for teams building AI products. In 2025 the founding team was acqui-hired by Anthropic; the product was sunset and Humanloop's assets and IP were not acquired. | Abacus.AI is an enterprise AI platform and multi-model assistant that lets professionals, teams, and enterprises build, deploy, and operate AI agents, custom chatbots, and production ML systems. Its product line spans ChatLLM for individual and team use and Abacus.AI Enterprise for end-to-end AI workflow automation and MLOps. |
| Who for | Teams evaluating AI vendors in this category. | Teams evaluating AI vendors in this category. |
| Differentiator | Humanloop was an LLMOps platform that combined prompt management, automated and human evaluation, and production observability into a single workflow for teams building AI products. In 2025 the founding team was acqui-hired by Anthropic; the product was sunset and Humanloop's assets and IP were not acquired. | Abacus.AI is an enterprise AI platform and multi-model assistant that lets professionals, teams, and enterprises build, deploy, and operate AI agents, custom chatbots, and production ML systems. Its product line spans ChatLLM for individual and team use and Abacus.AI Enterprise for end-to-end AI workflow automation and MLOps. |
