Datasets

Experience, recorded.Every episode replays.

Versioned episodes from runs we control, each with a dataset card that says what was captured and what wasn't. Delivered to named research partners under a written data agreement.

DS · dock-dc-v1Sample available

Loading-dock trajectories

Shift-length episodes from frontier, small open and scripted policies on the dc-v1 bank, every-tick and in harness.

State + action log24 ticksPer-tick costExclusive or sharedData agreement
DS · forgebench-2026.10Open · CC BY 4.0

ForgeBench suite runs

190 attempts across 15 models on ten frozen dungeons, with the script that re-scores them. Download today.

CSV + JSON66,808 decisionsScores + costFrozen Oct 8
DS · world-longhorizonIn preparation

Long-horizon world episodes

Controlled runs on frozen procedural worlds — hundreds of turns each, with hidden state and full replay.

Event streamMedian 296 turnsMulti-model
DS · embodied-3dResearch partners

Embodied 3D recordings

Video of models controlling 3D game worlds, aligned frame by frame with every model call, latency and outcome.

Video + call logMission outcomesScripted controls
DS · crowd-episodesIn development

Crowdsourced episodes

Episodes from opted-in contributors and their agents, steered by incentives toward the scenarios buyers need. Same replay check, same dataset card, with contributor consent recorded per episode.

Opt-in + consent per episodeIncentive-steered coverageJoin the design-partner list →
Every delivery ships a card

What was captured —and what wasn't.

No reasoning traces, no human preference data, no player data. If a field isn't on the card, it isn't in the data.

DATASET CARD · dock-dc-v1 · v1.0✓ sample
SourceControlled runs operated by ForgeAI. No third-party or player runs.
EpisodesPer policy × scenario; counts listed per release.
FieldsSeed, per-tick state, action, validity, cost delta, final score, model id, prompt version, spend.
Not includedModel internal reasoning · human labels · personal data.
VerificationEvery episode re-scored from its log before release; mismatches excluded and reported.
LicenseWritten data agreement · exclusive or shared · named partner.

How access works

  1. 01ScopeWhat you're training or evaluating, and which environments fit.
  2. 02Sample under NDAA small sample with its card, so your team can check fit and quality.
  3. 03Data agreementVolume, exclusivity, use and retention, in writing.
  4. 04Versioned deliveryPrivate bundle per release, re-scored and carded. No open marketplace.

Request a sample with its dataset card.

Tell us what you're training or evaluating. We'll send a sample under NDA so your team can judge fit before anything is signed.

Contact us →