Hex Magic: how many tokens per task, and what does it cost?
Hex Magic publishes no per-task cost or token figure in the AgentBurn index. AgentBurn snapshot 2026-10-27. Every figure carries a provenance label: source-backed, derived, or left empty when no public basis exists.
What it is. Notebook agent that writes, runs and explains SQL and Python
Hex Magic works inside a shared notebook: it writes SQL against the warehouse, switches to Python for modelling, runs both, and explains each cell in place. Analysts keep the notebook as the deliverable, so the agent's output is reviewable code rather than a chat answer.
| Tokens per task | not published | Not published |
|---|---|---|
| Cost per task | not published | Not published |
| Success rate | not published | Not published |
| Cost per solved task | not published | — |
| Tool calls per task | not published | — |
| Retry overhead | not published | — |
| Minutes per task | not published | — |
| Estimated runs per day | 24,000 (model estimate) | Model estimate |
Where the tokens go
This is the per-task split AgentBurn records for Hex Magic, step by step.
| Step | What happens | Share of tokens | Tool calls |
|---|---|---|---|
| Read schema | Inspects warehouse tables, joins and lineage | 16% | 3 |
| Write SQL | Drafts the query and checks row counts | 26% | 5 |
| Validate | Explains the result and flags anomalies | 20% | 4 |
| Model in Python | Switches to Python for stats or ML | 24% | 5 |
| Document | Adds cell explanations and a summary | 14% | 3 |
What each number is based on
AgentBurn labels every field. Source-backed means the cited page states the figure; derived means a formula on this page produced it; not published means no public basis exists and the field is left empty rather than estimated.
| Field | Basis | Note |
|---|---|---|
| tokensPerTask | Not published | Vendor publishes seat/credit pricing, not per-task tokens. |
| costPerTaskUsd | Not published | No per-task cost is published for this product. |
| successRatePct | Not published | No public task success rate. |
| runsPerDay | Model estimate | No public source publishes daily run volume; this is a model estimate from pricing tiers and community reports, shown only in estimated-volume context. |
Frequently asked
How many tokens does Hex Magic use per task?
No public tokens-per-task figure exists for Hex Magic; AgentBurn leaves the field empty rather than estimating it.
What does Hex Magic cost per task?
No public per-task cost exists for Hex Magic, so it is recorded as not published.
Is this a vendor list price?
No. It is a per-task figure from a cited source, not a rate card; the two are not comparable.
Sources
- Hex — Magic AI for data notebooks
- Vendor site: https://hex.tech
- Open dataset: /data/projects.json
- Methodology: how these numbers are built
Cite this page
AgentBurn (2026-10-27). "Hex Magic". https://getagentburn.com/projects/hex-magic/
Machine-readable: projects.json · Markdown version