# Chroma Grok API Evaluation

**Category:** Vector Databases
**Score:** 77 (B)

This is the agent-readable Devtool Arena evaluation page for Chroma on Grok API.

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 77 |
| Grade | B |
| Eval score | 68 |
| Discovery score | 100 |
| Cost | $1.33 |
| Runtime | 3m 19s |
| Tool calls | 32 |
| Errors | 0 |
| Tokens used | 1402587 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | https://context7.com/chroma-core/chroma |
| llms.txt | https://docs.trychroma.com/llms.txt |
| MCP server | https://github.com/chroma-core/chroma-mcp |
| Typed SDK | https://github.com/chroma-core/chroma/blob/main/chromadb/py.typed |
| OpenAPI | https://docs.trychroma.com/openapi.json |
| Agent skills | https://github.com/chroma-core/chroma/blob/main/CLAUDE.md |
| CLI | https://docs.trychroma.com/llms.txt |

## Evaluation Prompt

````text

# Task
Using https://[REDACTED:TENANT].trychroma.com, complete the following task:

Using Chroma, build me a FAQ search system:

1. Store these 3 FAQs:
   - Q: "How do I reset my password?" A: "Go to Settings > Security > Reset Password"
   - Q: "How do I cancel my subscription?" A: "Go to Settings > Billing > Cancel Plan"
   - Q: "How do I update my email?" A: "Go to Settings > Profile > Edit Email"

2. Search for: "I can't log into my account"

3. Print the best matching FAQ and its similarity score 

## Execution
After creating the script, run it to verify it works:
```bash
cd /home/daytona/[REDACTED:TENANT] && python <your_script>.py
```

The script should print output to stdout. If there are errors, debug and fix them until it runs successfully.

````

## Grader Results

| Check | Passed | Weight | Score | Details |
|-------|--------|--------|-------|---------|
| Cost | No | 0 | 0 | $1.33 (≥$1.00, too expensive) |
| Time | No | 0 | 0 | 199s (3–5min, slow) |
| Efficiency | No | 0 | 0 | 32 tool calls (>25, inefficient) |
| Found Docs | Yes | 0 | — | Touched [REDACTED:TENANT] at [REDACTED:TENANT].trychroma.com: yes (17 matching tool calls) |
| Zero Errors | Yes | 0 | — | No errors in tool outputs |
| Syntax Valid | Yes | 0 | — | Code compiles/parses correctly |
| Created Files | Yes | 0 | — | Generated files: 1 (need ≥1) |
| Full Execution | Yes | 0 | — | Method: full_execution, Exit: 0 |

## Run Artifacts

| Artifact | Value |
|----------|-------|
| Conversation turns | 33 |
| Tool call traces | 32 |
| Generated files | 1 |
| Exit code | 0 |
| Completed at | 2026-10-19T08:37:03.331436+00:00 |

### Generated Files

- /home/daytona/app/faq_search.py

## Related Pages

- [Grok API leaderboard](/grok/api)
- [Compare Grok API companies](/grok/api/compare)
- [Agent Landscape](/discoverability)

Canonical URL: https://devtoolarena.com/grok/api/chroma