Autessa Evaluations and Humanloop
Autessa Evaluations as a Humanloop alternative
Humanloop has sunset its platform, and its team joined Anthropic. If you relied on it for prompts, evaluators, datasets and human review, you need a new home for that work. Autessa Evaluations covers those evaluation jobs for AI agents, takes the conversations you already have, and adds simulated users and checks before send.
Side by side
Autessa Evaluations vs Humanloop
| Capability | Autessa Evaluations | Humanloop |
|---|---|---|
| Available and supported today | ✓ | Platform sunset |
| Bring past conversations in as .json or .jsonl | ✓ | Platform sunset |
| Plain-English expected outcomes for your old test inputs | ✓ | Platform sunset |
| Evaluation notes as a per-agent rubric | ✓ | Platform sunset |
| Simulated users that hold multi-turn conversations | ✓ | Platform sunset |
| Response checks that fix or block a reply before it is sent | ✓ | Platform sunset |
| Grade agents built anywhere, up to 500 per batch job | ✓ | Platform sunset |
| Full headless access (Autessa MCP) | ✓ | Platform sunset |
| 100% customizable, code and all (Autobot) | ✓ | Platform sunset |
| Test sets | ✓ | Offered before sunset |
| LLM judges | ✓ | Offered before sunset |
| Human review | ✓ | Offered before sunset |
Based on publicly available information as of November 2026. Product names are trademarks of their owners.
Where Autessa wins
Why teams pick Autessa over Humanloop
- A live, supported home for your evaluations, test sets and human review.
- Bring existing transcripts in and grade them on day one, with up to 500 per batch job.
- Turn old test inputs into cases with plain-English expected outcomes, then add simulated users.
- Reach it from your AI tools. Through the Autessa MCP, Claude or your own agent can run test sets and grade transcripts.
- Rebuild the workflow you had. Ask Autobot for the review screen or report your team relied on, down to the code.
Switching
Up and running in an afternoon
- 1
Grade what you already have
Upload past transcripts to Transcript Grading or send them to the Grading API and get verdicts right away.
- 2
Turn datasets into test sets
Bring your test inputs over as cases with plain-English expected outcomes, and add simulated users.
- 3
Score and guard live traffic
Turn on AutoEval and response checks, then tailor rubrics and checks to your company.
Other comparisons
FAQ
Questions about switching from Humanloop
What happened to Humanloop?
Humanloop announced it is sunsetting its platform and that its team is joining Anthropic. Its site points customers to a migration guide.
Is Autessa Evaluations a Humanloop alternative?
Yes, for evaluation work: test sets, LLM judges, human review and an evaluation API. Autessa is also a full agent platform, so you can build and run agents in the same place.
Can I grade conversations I already have?
Yes. Upload a .json array or .jsonl file in Transcript Grading, or send up to 500 per batch job through the API.
Do I have to move my agents to Autessa?
No. Transcript Grading works on conversations from any agent.
Can I rebuild my old workflow?
Yes. Rubrics, personas and checks are yours to write, and the app can be changed down to its code by Autobot or your developers.
Can AI tools run evaluations through MCP?
Yes. Claude, ChatGPT, Cursor or your own agents can run test sets, grade transcripts and read statistics through the Autessa MCP, within the access of whoever connected it.
100% customizable, code and all
Make Autessa Evaluations fully your own.
Use it out of the box, then change anything. Ask Autobot, Autessa’s AI builder, for a new field, screen, report, workflow or agent and it builds it into your copy of the app. Or open the code and edit it yourself. Nothing is locked: the app, its data and its code are yours.
Start free and make it yours