AI Benchmark Index
Collection
Task data for the benchmark-* family of AI benchmarks (aibenchmarkindex.com). • 22 items • Updated
id stringlengths 13 28 | kind stringclasses 1
value | prompt stringlengths 428 441 | input dict | expected dict | metadata dict |
|---|---|---|---|---|---|
ticket-pipeline-25 | episode | Triage, assign, resolve, and audit a support-ticket queue through 25 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, ... | {
"workflow": "ticket-pipeline",
"length": 25,
"initialToken": "ticket-pipeline:20261015:start"
} | {
"completedSteps": 25,
"terminalToken": "ticket-pipeline:25:ba920841"
} | {
"seed": 20261015,
"split": "public",
"workflow": "ticket-pipeline",
"length": 25,
"failures": [
{
"step": 9,
"kind": "transient"
},
{
"step": 22,
"kind": "rollback"
}
]
} |
ticket-pipeline-50 | episode | Triage, assign, resolve, and audit a support-ticket queue through 50 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, ... | {
"workflow": "ticket-pipeline",
"length": 50,
"initialToken": "ticket-pipeline:20261112:start"
} | {
"completedSteps": 50,
"terminalToken": "ticket-pipeline:50:642b1e14"
} | {
"seed": 20261112,
"split": "public",
"workflow": "ticket-pipeline",
"length": 50,
"failures": [
{
"step": 10,
"kind": "transient"
},
{
"step": 21,
"kind": "transient"
},
{
"step": 32,
"kind": "rollback"
}
]
} |
ticket-pipeline-75 | episode | Triage, assign, resolve, and audit a support-ticket queue through 75 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, ... | {
"workflow": "ticket-pipeline",
"length": 75,
"initialToken": "ticket-pipeline:20261209:start"
} | {
"completedSteps": 75,
"terminalToken": "ticket-pipeline:75:375423a2"
} | {
"seed": 20261209,
"split": "public",
"workflow": "ticket-pipeline",
"length": 75,
"failures": [
{
"step": 8,
"kind": "transient"
},
{
"step": 25,
"kind": "transient"
},
{
"step": 40,
"kind": "rollback"
}
]
} |
ticket-pipeline-100 | episode | Triage, assign, resolve, and audit a support-ticket queue through 100 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error,... | {
"workflow": "ticket-pipeline",
"length": 100,
"initialToken": "ticket-pipeline:20261306:start"
} | {
"completedSteps": 100,
"terminalToken": "ticket-pipeline:100:720a5dbd"
} | {
"seed": 20261306,
"split": "public",
"workflow": "ticket-pipeline",
"length": 100,
"failures": [
{
"step": 42,
"kind": "transient"
},
{
"step": 56,
"kind": "transient"
},
{
"step": 69,
"kind": "transient"
},
{
"step": 82,
"kind": "r... |
invoice-batch-25 | episode | Validate, approve, post, and reconcile an invoice batch through 25 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, th... | {
"workflow": "invoice-batch",
"length": 25,
"initialToken": "invoice-batch:20262024:start"
} | {
"completedSteps": 25,
"terminalToken": "invoice-batch:25:ebd18663"
} | {
"seed": 20262024,
"split": "public",
"workflow": "invoice-batch",
"length": 25,
"failures": [
{
"step": 15,
"kind": "transient"
},
{
"step": 18,
"kind": "rollback"
}
]
} |
invoice-batch-50 | episode | Validate, approve, post, and reconcile an invoice batch through 50 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, th... | {
"workflow": "invoice-batch",
"length": 50,
"initialToken": "invoice-batch:20262121:start"
} | {
"completedSteps": 50,
"terminalToken": "invoice-batch:50:122b0c24"
} | {
"seed": 20262121,
"split": "public",
"workflow": "invoice-batch",
"length": 50,
"failures": [
{
"step": 20,
"kind": "transient"
},
{
"step": 28,
"kind": "transient"
},
{
"step": 42,
"kind": "rollback"
}
]
} |
invoice-batch-75 | episode | Validate, approve, post, and reconcile an invoice batch through 75 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, th... | {
"workflow": "invoice-batch",
"length": 75,
"initialToken": "invoice-batch:20262218:start"
} | {
"completedSteps": 75,
"terminalToken": "invoice-batch:75:4362639b"
} | {
"seed": 20262218,
"split": "public",
"workflow": "invoice-batch",
"length": 75,
"failures": [
{
"step": 38,
"kind": "transient"
},
{
"step": 55,
"kind": "transient"
},
{
"step": 67,
"kind": "rollback"
}
]
} |
invoice-batch-100 | episode | Validate, approve, post, and reconcile an invoice batch through 100 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, t... | {
"workflow": "invoice-batch",
"length": 100,
"initialToken": "invoice-batch:20262315:start"
} | {
"completedSteps": 100,
"terminalToken": "invoice-batch:100:48f65d42"
} | {
"seed": 20262315,
"split": "public",
"workflow": "invoice-batch",
"length": 100,
"failures": [
{
"step": 36,
"kind": "transient"
},
{
"step": 59,
"kind": "transient"
},
{
"step": 68,
"kind": "transient"
},
{
"step": 72,
"kind": "rol... |
inventory-reconciliation-25 | episode | Count, compare, adjust, and sign off warehouse inventory through 25 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, t... | {
"workflow": "inventory-reconciliation",
"length": 25,
"initialToken": "inventory-reconciliation:20263033:start"
} | {
"completedSteps": 25,
"terminalToken": "inventory-reconciliation:25:81d8a763"
} | {
"seed": 20263033,
"split": "public",
"workflow": "inventory-reconciliation",
"length": 25,
"failures": [
{
"step": 11,
"kind": "transient"
},
{
"step": 12,
"kind": "rollback"
}
]
} |
inventory-reconciliation-50 | episode | Count, compare, adjust, and sign off warehouse inventory through 50 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, t... | {
"workflow": "inventory-reconciliation",
"length": 50,
"initialToken": "inventory-reconciliation:20263130:start"
} | {
"completedSteps": 50,
"terminalToken": "inventory-reconciliation:50:54a1d8aa"
} | {
"seed": 20263130,
"split": "public",
"workflow": "inventory-reconciliation",
"length": 50,
"failures": [
{
"step": 5,
"kind": "transient"
},
{
"step": 18,
"kind": "transient"
},
{
"step": 40,
"kind": "rollback"
}
]
} |
inventory-reconciliation-75 | episode | Count, compare, adjust, and sign off warehouse inventory through 75 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, t... | {
"workflow": "inventory-reconciliation",
"length": 75,
"initialToken": "inventory-reconciliation:20263227:start"
} | {
"completedSteps": 75,
"terminalToken": "inventory-reconciliation:75:65fc36dd"
} | {
"seed": 20263227,
"split": "public",
"workflow": "inventory-reconciliation",
"length": 75,
"failures": [
{
"step": 4,
"kind": "transient"
},
{
"step": 25,
"kind": "transient"
},
{
"step": 30,
"kind": "rollback"
}
]
} |
inventory-reconciliation-100 | episode | Count, compare, adjust, and sign off warehouse inventory through 100 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, ... | {
"workflow": "inventory-reconciliation",
"length": 100,
"initialToken": "inventory-reconciliation:20263324:start"
} | {
"completedSteps": 100,
"terminalToken": "inventory-reconciliation:100:fb13f5e5"
} | {
"seed": 20263324,
"split": "public",
"workflow": "inventory-reconciliation",
"length": 100,
"failures": [
{
"step": 20,
"kind": "transient"
},
{
"step": 27,
"kind": "transient"
},
{
"step": 48,
"kind": "transient"
},
{
"step": 68,
"... |
onboarding-checklist-25 | episode | Provision, verify, and hand off a new employee account through 25 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, the... | {
"workflow": "onboarding-checklist",
"length": 25,
"initialToken": "onboarding-checklist:20264042:start"
} | {
"completedSteps": 25,
"terminalToken": "onboarding-checklist:25:09c64911"
} | {
"seed": 20264042,
"split": "public",
"workflow": "onboarding-checklist",
"length": 25,
"failures": [
{
"step": 4,
"kind": "transient"
},
{
"step": 11,
"kind": "rollback"
}
]
} |
onboarding-checklist-50 | episode | Provision, verify, and hand off a new employee account through 50 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, the... | {
"workflow": "onboarding-checklist",
"length": 50,
"initialToken": "onboarding-checklist:20264139:start"
} | {
"completedSteps": 50,
"terminalToken": "onboarding-checklist:50:4070c4f2"
} | {
"seed": 20264139,
"split": "public",
"workflow": "onboarding-checklist",
"length": 50,
"failures": [
{
"step": 12,
"kind": "transient"
},
{
"step": 16,
"kind": "transient"
},
{
"step": 46,
"kind": "rollback"
}
]
} |
onboarding-checklist-75 | episode | Provision, verify, and hand off a new employee account through 75 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, the... | {
"workflow": "onboarding-checklist",
"length": 75,
"initialToken": "onboarding-checklist:20264236:start"
} | {
"completedSteps": 75,
"terminalToken": "onboarding-checklist:75:31f18e78"
} | {
"seed": 20264236,
"split": "public",
"workflow": "onboarding-checklist",
"length": 75,
"failures": [
{
"step": 22,
"kind": "transient"
},
{
"step": 62,
"kind": "transient"
},
{
"step": 71,
"kind": "rollback"
}
]
} |
onboarding-checklist-100 | episode | Provision, verify, and hand off a new employee account through 100 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, th... | {
"workflow": "onboarding-checklist",
"length": 100,
"initialToken": "onboarding-checklist:20264333:start"
} | {
"completedSteps": 100,
"terminalToken": "onboarding-checklist:100:e37ec376"
} | {
"seed": 20264333,
"split": "public",
"workflow": "onboarding-checklist",
"length": 100,
"failures": [
{
"step": 63,
"kind": "transient"
},
{
"step": 67,
"kind": "transient"
},
{
"step": 75,
"kind": "transient"
},
{
"step": 86,
"kind... |
data-migration-25 | episode | Extract, transform, load, and validate a data partition through 25 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, th... | {
"workflow": "data-migration",
"length": 25,
"initialToken": "data-migration:20265051:start"
} | {
"completedSteps": 25,
"terminalToken": "data-migration:25:6f261eb2"
} | {
"seed": 20265051,
"split": "public",
"workflow": "data-migration",
"length": 25,
"failures": [
{
"step": 18,
"kind": "transient"
},
{
"step": 22,
"kind": "rollback"
}
]
} |
data-migration-50 | episode | Extract, transform, load, and validate a data partition through 50 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, th... | {
"workflow": "data-migration",
"length": 50,
"initialToken": "data-migration:20265148:start"
} | {
"completedSteps": 50,
"terminalToken": "data-migration:50:fadf5051"
} | {
"seed": 20265148,
"split": "public",
"workflow": "data-migration",
"length": 50,
"failures": [
{
"step": 21,
"kind": "transient"
},
{
"step": 22,
"kind": "transient"
},
{
"step": 37,
"kind": "rollback"
}
]
} |
data-migration-75 | episode | Extract, transform, load, and validate a data partition through 75 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, th... | {
"workflow": "data-migration",
"length": 75,
"initialToken": "data-migration:20265245:start"
} | {
"completedSteps": 75,
"terminalToken": "data-migration:75:f532526c"
} | {
"seed": 20265245,
"split": "public",
"workflow": "data-migration",
"length": 75,
"failures": [
{
"step": 36,
"kind": "transient"
},
{
"step": 43,
"kind": "transient"
},
{
"step": 63,
"kind": "rollback"
}
]
} |
data-migration-100 | episode | Extract, transform, load, and validate a data partition through 100 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from the error, t... | {
"workflow": "data-migration",
"length": 100,
"initialToken": "data-migration:20265342:start"
} | {
"completedSteps": 100,
"terminalToken": "data-migration:100:f2149c5b"
} | {
"seed": 20265342,
"split": "public",
"workflow": "data-migration",
"length": 100,
"failures": [
{
"step": 9,
"kind": "transient"
},
{
"step": 15,
"kind": "transient"
},
{
"step": 40,
"kind": "transient"
},
{
"step": 57,
"kind": "rol... |
scheduling-25 | episode | Collect constraints, reserve slots, and confirm a service schedule through 25 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from th... | {
"workflow": "scheduling",
"length": 25,
"initialToken": "scheduling:20266060:start"
} | {
"completedSteps": 25,
"terminalToken": "scheduling:25:bc6736af"
} | {
"seed": 20266060,
"split": "public",
"workflow": "scheduling",
"length": 25,
"failures": [
{
"step": 8,
"kind": "transient"
},
{
"step": 21,
"kind": "rollback"
}
]
} |
scheduling-50 | episode | Collect constraints, reserve slots, and confirm a service schedule through 50 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from th... | {
"workflow": "scheduling",
"length": 50,
"initialToken": "scheduling:20266157:start"
} | {
"completedSteps": 50,
"terminalToken": "scheduling:50:8cfc7b44"
} | {
"seed": 20266157,
"split": "public",
"workflow": "scheduling",
"length": 50,
"failures": [
{
"step": 16,
"kind": "transient"
},
{
"step": 26,
"kind": "transient"
},
{
"step": 45,
"kind": "rollback"
}
]
} |
scheduling-75 | episode | Collect constraints, reserve slots, and confirm a service schedule through 75 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from th... | {
"workflow": "scheduling",
"length": 75,
"initialToken": "scheduling:20266254:start"
} | {
"completedSteps": 75,
"terminalToken": "scheduling:75:52d58c80"
} | {
"seed": 20266254,
"split": "public",
"workflow": "scheduling",
"length": 75,
"failures": [
{
"step": 29,
"kind": "transient"
},
{
"step": 51,
"kind": "transient"
},
{
"step": 54,
"kind": "rollback"
}
]
} |
scheduling-100 | episode | Collect constraints, reserve slots, and confirm a service schedule through 100 dependent operations. Call advance for each numbered step in order, passing the exact token returned by the previous successful step. Retry a transient failure. If rollback is required, call rollback with the checkpoint step and token from t... | {
"workflow": "scheduling",
"length": 100,
"initialToken": "scheduling:20266351:start"
} | {
"completedSteps": 100,
"terminalToken": "scheduling:100:cea07b3c"
} | {
"seed": 20266351,
"split": "public",
"workflow": "scheduling",
"length": 100,
"failures": [
{
"step": 29,
"kind": "transient"
},
{
"step": 40,
"kind": "transient"
},
{
"step": 52,
"kind": "transient"
},
{
"step": 75,
"kind": "rollba... |
Hundred Step
Reliability across 25 to 100 dependent steps.
What it measures
Whether an agent preserves dependencies and recovers correctly across 25, 50, 75, and 100 workflow steps.
Category: long-horizon. Status: alpha.
How to run
$ npx benchmark-hundred-step list
$ npx benchmark-hundred-step run --model <model-id> --provider openrouter
$ npx benchmark-hundred-step score results.json
--provider mock runs the whole benchmark offline with no keys. Real models run
through OpenRouter (OPENROUTER_API_KEY) or any OpenAI-compatible base URL
(OPENAI_BASE_URL, OPENAI_API_KEY).
Data fields
data/tasks.jsonl holds 24 tasks, one JSON object per line
(kinds: 24 episode).
| field | type |
|---|---|
id |
string |
kind |
string |
prompt |
string |
input |
object |
expected |
object |
metadata |
object |
Provenance
Hundred Step provenance
This file is generated from the benchmark definition.
Seeded dependent-workflow state machines
- Kind:
synthetic - URL: https://github.com/pooriaarab/benchmark-hundred-step/blob/main/scripts/gen-tasks.mjs
- Licence:
MIT - Retrieved: 2026-10-16T00:00:00.000Z
- How to get it: Run
node scripts/gen-tasks.mjs --seed 20261015 --split publicfrom the repository root. - Contamination notes: The 24 public tasks use seed 20261015. For final comparisons, generate a held-out split with
--split hiddenand a private--seedyou never commit or publish; disclose the seed only after evaluation. - Refresh: Regenerate annually or after simulator changes, review the JSONL diff, and publish a versioned release.
Grader
Deterministic tool-log replay combining survival (60%), final success (25%), injected-failure recovery (10%), and rollback correctness (5%); unfinished episodes earn survival-proportional partial credit.
Limitations
This dataset contains only the public task split (24 tasks).
Hidden evaluation splits use a private seed and are deliberately not part of
this dataset. Source kinds: synthetic. These are evaluation prompts
for the benchmark-hundred-step benchmark, not training data; scoring requires the package's
deterministic grader. See PROVENANCE.md for contamination notes.
Citation
@misc{benchmark_hundred_step,
author = {Pooria Arab},
title = {Hundred Step task data},
year = {2026},
url = {https://github.com/pooriaarab/benchmark-hundred-step}
}
Links
- Downloads last month
- 54