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harbor run -d blobfishai/webbenchharbor run -d blobfishai/webbenchWebBench: browser-only correlated SaaS work over deterministic populated Blobfish worlds — 159 tasks graded executably against the applications backends (WebScore, no LLM judge)
harbor run -d blobfishai/webbenchWebBench: browser-only correlated SaaS work over deterministic populated Blobfish worlds — 159 tasks graded executably against the applications backends (WebScore, no LLM judge)
harbor run -d blobfishai/webbenchBlobfish WebBench measures whether a browser-only agent can finish correlated SaaS work: find the right record among hundreds of look-alikes, carry ids, dates and amounts across several applications, obey the policy, capacity or approval that gates a write, survive a fill → confirm → read-back form, and record a structured decision. 159 tasks across 3 families (deskops, itsmdesk, workplace); every task is graded executably against the backend of the applications the agent touched (WebScore, no LLM judge). All data is clean-room synthetic.
| Family | Templates | Tasks | Chain length |
|---|---|---|---|
deskops |
5 | 49 | 3–5 |
itsmdesk |
5 | 56 | 3–5 |
workplace |
5 | 54 | 2–5 |
The agent's only surface is the workspace at http://world:8765/ — server-rendered web applications
(helpdesk, tracker, calendar, people, contracts, approvals, inbox, files, …) over one stateful SQLite
world; /mcp, /api and any CLI are unreachable. The agent image ships browser, a Playwright CLI any
terminal agent can call (browser '{"action":"navigate","url":…}', click, fill, select,
press, scroll, back, read); each reply is the page: URL, title, interactive elements with ids,
visible text. Every write is a form, a confirmation page and a saved read-back; the structured answer
goes through the Decision page.
The root verifier pulls the finished world over a token-gated channel and evaluates a verification tree
of executable leaves: evidence reads (server-side page trace), state rows with tolerances (ids, dates,
enums exact; amounts within max(1 USD, 0.5 %); free text by required facts), answer fields, cross-app
consistency and read-backs, under critical gates (containment: no unexpected row anywhere; evidence
before the first commit; no canary or injected write; abstention on infeasible variants).
reward.txt = WebScore/100; verdict.json carries every gate and leaf. Every task shipped with its
negative controls: oracle and alternative-path oracle 1.0, noop 0, write-without-read 0, over-write 0,
injected compliance 0, wrong-record ≤ 0.35.
Tasks are instances of templates (hop chains sampled from the tool dependency graph) on seeded worlds.
Each published template was calibrated against DeepSeek V4.1 Flash on fresh worlds; the ladder added
hops or hazards when a template was too easy and simplified it when too hard, and task.toml
[metadata.calibration] records every round. Published population seeds: 0–11 — per template budget_reserve+venue_headcount+travel_spend+quote_total+decide (deskops): 0–1, 5, 10–11; event_move+travel_spend+write (deskops): 0–11; event_move+write (deskops): 0–9, 11; travel_spend+venue_headcount+decide (deskops): 0–11; venue_headcount+travel_spend+event_move+write (deskops): 1–2, 4–7, 9–11; secondary_gap+stale_advisory_cancel+decide (itsmdesk): 0–1, 3–11; stale_advisory_cancel+budget_headroom+secondary_gap+write (itsmdesk): 0–5, 7–11; stale_advisory_cancel+budget_headroom+write (itsmdesk): 0–6, 8–11; stale_advisory_cancel+charged_impact+budget_headroom+write (itsmdesk): 0–5, 7–11; stale_advisory_cancel+charged_impact+decide (itsmdesk): 0–11; open_points+session_slot+usable_capacity+decide (workplace): 0–11; usable_capacity+decide (workplace): 0–3, 6, 8, 10–11; usable_capacity+session_slot+sprint_points+write (workplace): 0–3, 5–11; usable_capacity+session_slot+write (workplace): 0–3, 5–11; usable_capacity+write (workplace): 0–11. Calibration used seeds ≥ 1000.
harbor run -d blobfishai/webbench@v0.3.1 -a <agent> -m <provider/model>Each task package is self-contained: task.toml, instruction.md, README.md, environment/ (agent
image with the browser CLI, world image serving the web application), tests/ (root verifier, sealed
contract, controls, verifier token) and solution/ (the oracle's web calls replayed with urllib).
Digests in task-digests.json follow Harbor 0.21's publisher content hash.
blobfishai/wb-deskops-deskops-001-budget-reserve-7cd522-s0 — family deskops, template budget_reserve+venue_headcount+travel_spend+quote_total+decide, seed 0, sha256:dfc671d903bcc44b12308a3b19039417f4a63312d2b73c4029d1e86c114f107ablobfishai/wb-deskops-deskops-001-budget-reserve-7cd522-s1 — family deskops, template budget_reserve+venue_headcount+travel_spend+quote_total+decide, seed 1, sha256:9acd336ad1a3ca5f9d0bf8fd3ca9238326a742ec852d00c2c9495a49a73bec0eblobfishai/wb-deskops-deskops-001-budget-reserve-7cd522-s10 — family deskops, template budget_reserve+venue_headcount+travel_spend+quote_total+decide, seed 10, sha256:d5537de01f896af97a0cd6c250bf48dadca7a8d5694b9476427c9f56501f3221blobfishai/wb-deskops-deskops-001-budget-reserve-7cd522-s11 — family deskops, template budget_reserve+venue_headcount+travel_spend+quote_total+decide, seed 11, sha256:53a9e4c54068798af768dd70417cba0cdd6d4066a3b78f1f401f2d535a1b7c2dblobfishai/wb-deskops-deskops-001-budget-reserve-7cd522-s5 — family deskops, template budget_reserve+venue_headcount+travel_spend+quote_total+decide, seed 5, sha256:e029249d4158a0bd04ff00b1dce511dc4c296a8a37669e52994a34a0834221bbblobfishai/wb-deskops-deskops-001-event-move-faafdd-s0 — family deskops, template event_move+write, seed 0, sha256:cd4e38fa841184fb6e8170696fe9ad264e96c92f092a9ebefffe6cc9b07c3a0eblobfishai/wb-deskops-deskops-001-event-move-faafdd-s1 — family deskops, template event_move+write, seed 1, sha256:50075a00a43bc67671b0adc9258b5508238f70fa31ec838d66fe3894d269077cblobfishai/wb-deskops-deskops-001-event-move-faafdd-s11 — family deskops, template event_move+write, seed 11, sha256:97bc9ea75644adbcc29194770c22f9d8bed65d8b466f48963537f9f0bc14c3cablobfishai/wb-deskops-deskops-001-event-move-faafdd-s2 — family deskops, template event_move+write, seed 2, sha256:a752374471915e1ce5ce13aa5ad7a1002b89c3ecd38af0320f132e8144701e6ablobfishai/wb-deskops-deskops-001-event-move-faafdd-s3 — family deskops, template event_move+write, seed 3, sha256:8e78fc70f02da03cbd750ef32428678ba393694df23a9443fecebbcd5c2637e2blobfishai/wb-deskops-deskops-001-event-move-faafdd-s4 — family deskops, template event_move+write, seed 4, sha256:61e1903f8de0c2c54e12982990e29a52de00562bf673f559cd36f1fdada6b5c1blobfishai/wb-deskops-deskops-001-event-move-faafdd-s5 — family deskops, template event_move+write, seed 5, sha256:ff0910213c0aa30d569da1136998b2e9a1562dd64d35e0abfad5ad835469f739blobfishai/wb-deskops-deskops-001-event-move-faafdd-s6 — family deskops, template event_move+write, seed 6, sha256:f70f7dc6bc1adbc41324759efba53f2207ffef47bff6e1254525cc04995f3c94blobfishai/wb-deskops-deskops-001-event-move-faafdd-s7 — family deskops, template event_move+write, seed 7, sha256:74c7c054b08c93659f5e0de91d5fa1de8189bd79731b07198a9ac32dbb151e86blobfishai/wb-deskops-deskops-001-event-move-faafdd-s8 — family deskops, template event_move+write, seed 8, sha256:40ab72b7369882fb5dd6399e83eea9199dae3e898350a75c96ad6d5c9d43b2c5blobfishai/wb-deskops-deskops-001-event-move-faafdd-s9 — family deskops, template event_move+write, seed 9, sha256:e95aa58510ec868333103e1580dcca82fb6ad33fa00727d3ae6283c0b9caba90blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s0 — family deskops, template event_move+travel_spend+write, seed 0, sha256:377edbcd8307287748de5532b269c1d44da1d8219fe1b0936b7e53b50f683109blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s1 — family deskops, template event_move+travel_spend+write, seed 1, sha256:c09754f79d0bbc0b0f179dc04d10c389e2999ca8ff22045b3d5c64c611a6ddf6blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s10 — family deskops, template event_move+travel_spend+write, seed 10, sha256:1ad1c026858f9b14be59e47c281d941d437e21475c8115afc1ecb0e3212f6e86blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s11 — family deskops, template event_move+travel_spend+write, seed 11, sha256:206ea0177f97ec94ea3de00302e075da44289a6295ce24cac3c08ffec4f81286blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s2 — family deskops, template event_move+travel_spend+write, seed 2, sha256:df7af7e8f4d1ad785f5de400f9e4b62fc9581c15ec9d511891a01d13d8775050blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s3 — family deskops, template event_move+travel_spend+write, seed 3, sha256:6861d0acb168b9de848ec148e0668c3e36a1a02cf422193bbf76d6e4de0cba33blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s4 — family deskops, template event_move+travel_spend+write, seed 4, sha256:21f888749fbddd441f77234802d63ab024069ad240e1b1ff7d1595b784aa0302blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s5 — family deskops, template event_move+travel_spend+write, seed 5, sha256:201c9fda4149b4b5f51a506b01cab30e8974462171015c4ad554ae880978bdd4blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s6 — family deskops, template event_move+travel_spend+write, seed 6, sha256:dbf56e66129113f78aa1bac0237ca371cfb0544c899dfe964dfd09d371eba85eblobfishai/wb-deskops-deskops-002-event-move-eefe3d-s7 — family deskops, template event_move+travel_spend+write, seed 7, sha256:5d4dcb2ab7e66be90f35cc29749244b85e6f2441b015b7ca8081cfddd927cce6blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s8 — family deskops, template event_move+travel_spend+write, seed 8, sha256:547c9fa3e549869d7dcff76c2712a7140ade1d175f1caaa48c90330a165d1db7blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s9 — family deskops, template event_move+travel_spend+write, seed 9, sha256:f4198f8dc71b0e6718fb2d022ce2bd6fea9c4deb2876b9152b512e5ecc644560blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s0 — family deskops, template travel_spend+venue_headcount+decide, seed 0, sha256:67ffa164d238e74ad63918a7ed1e3e55a322cb3b0a887aa2451dfd2ebf758201blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s1 — family deskops, template travel_spend+venue_headcount+decide, seed 1, sha256:e94b237486874b0edb7bad8b317edb24c4827a29df87e1435a82939d319b0c8dblobfishai/wb-deskops-deskops-002-travel-spend-18578b-s10 — family deskops, template travel_spend+venue_headcount+decide, seed 10, sha256:ee58ec6e4f8f354e76001f05a7cdf58b0f56483a8b4b7d9b5b75c99eace12e63blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s11 — family deskops, template travel_spend+venue_headcount+decide, seed 11, sha256:4ee6211688feadae0ba95e9a25a339371c451184632ad74c060f71c1fefeac76blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s2 — family deskops, template travel_spend+venue_headcount+decide, seed 2, sha256:7e303ac12d3bc851c69ccc6e2fa863788698403a19ce68f4387f2ae5f2c770bdblobfishai/wb-deskops-deskops-002-travel-spend-18578b-s3 — family deskops, template travel_spend+venue_headcount+decide, seed 3, sha256:a7f31d4fe6b2d6770b8bbc2e2861891cb7bf37c60d936f6b78fb39473980557fblobfishai/wb-deskops-deskops-002-travel-spend-18578b-s4 — family deskops, template travel_spend+venue_headcount+decide, seed 4, sha256:41cfca2e9468749408cef16e5bd86cb1136d855155bb93100be3d52d6ed5dc64blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s5 — family deskops, template travel_spend+venue_headcount+decide, seed 5, sha256:1921bf5127ea433286e7426fd4f323cb6853458eae820e920cf251c2845a8bceblobfishai/wb-deskops-deskops-002-travel-spend-18578b-s6 — family deskops, template travel_spend+venue_headcount+decide, seed 6, sha256:74a65c1c2a7b96a2abe7e984116baaa1d123b70f7a7335c382dd7faa0b953010blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s7 — family deskops, template travel_spend+venue_headcount+decide, seed 7, sha256:9809827bf208dd305956e960b60914c8a7f596d488d0cc7de4a86b7850e6b4c7blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s8 — family deskops, template travel_spend+venue_headcount+decide, seed 8, sha256:ac8912431cc670877b0113cde772bc6e3d6908aa7f7609f657894457b7c667c0blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s9 — family deskops, template travel_spend+venue_headcount+decide, seed 9, sha256:87f93ae1ff59e8614e48429d6ba8cb07b22293cf47539e2769333087c2d6bb01blobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s1 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 1, sha256:1f1650959e64c1e8cc6dbe9cc92e6580c4a7a43aa0367d2d893f20da5a6cecf3blobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s10 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 10, sha256:a03926d3c5b635e6767111f0b7765a79555be14c04c54cb1a322642c044ae9b0blobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s11 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 11, sha256:1d388fdc822dad1a6db560b3991fb1461be3a6d7baf7d81b1cd2395f32c3e1cablobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s2 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 2, sha256:f6ff9662579a504639c45a593c67ee08a4172b0f22b3eeb789d62831979162c0blobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s4 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 4, sha256:13973c28937d860a21e0efe5a359a6eb22dc2fa5931b298399de8c84b7e47d0eblobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s5 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 5, sha256:47b1e5e4265b29a95a03d1ea05b6b9b56280b519003b02f612375ebaaab7839ablobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s6 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 6, sha256:8c43a5d88d5a1de68f4dbd8007c6b25da5704124d2ffa408fe602c985aacd2c5blobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s7 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 7, sha256:1832309343050656d7ddbdfddd6e45542ef4ff1eb8efad479a2e85be5ef199dcblobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s9 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 9, sha256:28d094e6a98ae44d0d066c5f793aa52af60c4489fd6be7ac8f579d8080a8b766blobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s0 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 0, sha256:5978e18442cf9d98053fe8d1980df40cda31f0871656d11646dfaa9a277bfae4blobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s1 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 1, sha256:cfbc168c162d0891a929df7c649e807e94009fedb3d69e5c465aff61b3678923blobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s10 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 10, sha256:16c4347663f4b6d7a3d01e6da406f356ba3c636033a9871d2fd20ce1c1785a26blobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s11 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 11, sha256:ef8e64c4528080aff5d0225d20f09d61b9ce8234af33e6f4e75e576c00eaf5bfblobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s2 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 2, sha256:c13ec77538ccf0198f3597d4f55373a2d53aff84dd09ab076339ea719733194ablobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s3 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 3, sha256:f9afbb9cce4906410140854f7f3429ef9ceeaf24e16fa41bab6c99cb4bd1164bblobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s4 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 4, sha256:0edd5c62d628c33c3ba80756b2717accda0a9ee2bf0f16e0dad3faeb53967074blobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s5 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 5, sha256:6ca60bfcadbeb88d11a7facfb86146305048c6b5aafa90cb7c925fb82bd41646blobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s7 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 7, sha256:f6d6d9eb8af6737efbf41efee4f3897c703c30596018bb1aab1b35588418a5adblobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s8 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 8, sha256:f62a331662df6ce1f55b15aaf260400569b14a6802fc711cbdb8b3c90f4ceab6blobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-5d9a26-s9 — family itsmdesk, template stale_advisory_cancel+charged_impact+budget_headroom+write, seed 9, sha256:90f4909e52c874899d41e82093499f1f6e4d3fa3f82c444a8cc5ac4232e5f65fblobfishai/wb-itsmdesk-itsmdesk-001-stale-advisory-c-e3d912-s0 — family itsmdesk, template stale_advisory_cancel+budget_headroom+write, seed 0, 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sha256:6c22bfcaac5cd6dc0a6c748bc50b20cc64648f9205c45cfbbdda52721e073ca4blobfishai/wb-workplace-workplace-001-usable-capacity-87d413-s10 — family workplace, template usable_capacity+session_slot+sprint_points+write, seed 10, sha256:db003f8db2204533ef49c0bca56051d9b5f0dd2db1aa6b5513d7ed0aa36e29a0blobfishai/wb-workplace-workplace-001-usable-capacity-87d413-s11 — family workplace, template usable_capacity+session_slot+sprint_points+write, seed 11, sha256:8bc6a5c08ce22bb276d9177a0e4a1de1869f139840cc62a2771baa118289aefeblobfishai/wb-workplace-workplace-001-usable-capacity-87d413-s2 — family workplace, template usable_capacity+session_slot+sprint_points+write, seed 2, sha256:be4ce5fc3aec52e4a4f957eb74198f523d7ec048b2fec84b5e250c6fc52e1dacblobfishai/wb-workplace-workplace-001-usable-capacity-87d413-s3 — family workplace, template usable_capacity+session_slot+sprint_points+write, seed 3, sha256:f500f4fcd654698631ca938ab874073394ef764ac15ae80c4bcce43c6dc9061cblobfishai/wb-workplace-workplace-001-usable-capacity-87d413-s5 — family workplace, template usable_capacity+session_slot+sprint_points+write, seed 5, sha256:6cf902d4d1819a04df0ef615dcaffe2c73cfabe39e75e7ad7fb22b2a929bb892blobfishai/wb-workplace-workplace-001-usable-capacity-87d413-s6 — family workplace, template usable_capacity+session_slot+sprint_points+write, seed 6, sha256:f2352509a70da767e551260d174c6250b5deebf8e134888181911039cdc0704bblobfishai/wb-workplace-workplace-001-usable-capacity-87d413-s7 — family workplace, template usable_capacity+session_slot+sprint_points+write, seed 7, sha256:7ccf05c96fe6e42c62329eaa21840ef62c69edad890773ed94192425499732d7blobfishai/wb-workplace-workplace-001-usable-capacity-87d413-s8 — family workplace, template usable_capacity+session_slot+sprint_points+write, seed 8, sha256:65363859e184e4c37225b77b295963aeb7e55f8f941a48c9dee6135a4f06dd48blobfishai/wb-workplace-workplace-001-usable-capacity-87d413-s9 — family workplace, template usable_capacity+session_slot+sprint_points+write, seed 9, sha256:8ac4078f01aa98eb3d55fe0d48519e1c656ad41cca4c17d26fcaf872737daa90blobfishai/wb-workplace-workplace-002-open-points-84278e-s0 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 0, sha256:a7a12eb5ba688ebd136dc0d8ee1145ab165c9fcb6d04a340ae1b8ab435b2b6e0blobfishai/wb-workplace-workplace-002-open-points-84278e-s1 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 1, sha256:6835893b3d791bc764bf78186f97a5626720e5ba1687a9dcad7d7b23c09fb815blobfishai/wb-workplace-workplace-002-open-points-84278e-s10 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 10, sha256:65879695494055903912ac1066d47d5d37aa64518477d60869e09e37f4462ffablobfishai/wb-workplace-workplace-002-open-points-84278e-s11 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 11, sha256:352365edf33c092bbcd8170e689c5a3f7e3b7290fb6c897e984e73db9cc88241blobfishai/wb-workplace-workplace-002-open-points-84278e-s2 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 2, sha256:73f7d3154e93864677ab99337128d69ecc67838d21f6367e3d8de25dc27bce8fblobfishai/wb-workplace-workplace-002-open-points-84278e-s3 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 3, sha256:eaf83908945c7a399a482ad8e6b1a2c7ec69db33d99428cb35bdaca3ae5c3d53blobfishai/wb-workplace-workplace-002-open-points-84278e-s4 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 4, sha256:c1697667ad47aa9381b40651713b6808322699ed3db1d526e75c88ecbc5f23a8blobfishai/wb-workplace-workplace-002-open-points-84278e-s5 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 5, sha256:fc235f043b153bad44547ccfd76786ec6f2f1cb756024ca67af07128886a7a55blobfishai/wb-workplace-workplace-002-open-points-84278e-s6 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 6, sha256:d19670db7230577e1f84ca7ad7f2b96b4943bf71002460b39370bbf34dfc4f08blobfishai/wb-workplace-workplace-002-open-points-84278e-s7 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 7, sha256:54e2bb9ecc7471fadda3569e6655b2b355aca46c67f468cc2c02ed894c72f075blobfishai/wb-workplace-workplace-002-open-points-84278e-s8 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 8, sha256:11b45dc5545fc82d04289464b1491fbe2e145d954f981e085ee7c0ae294073e7blobfishai/wb-workplace-workplace-002-open-points-84278e-s9 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 9, sha256:d61b488e3e3dda67a5806ab3383642e4b68be589ae31b1b86dbf63238683c79aBlobfish WebBench measures whether a browser-only agent can finish correlated SaaS work: find the right record among hundreds of look-alikes, carry ids, dates and amounts across several applications, obey the policy, capacity or approval that gates a write, survive a fill → confirm → read-back form, and record a structured decision. 159 tasks across 3 families (deskops, itsmdesk, workplace); every task is graded executably against the backend of the applications the agent touched (WebScore, no LLM judge). All data is clean-room synthetic.
| Family | Templates | Tasks | Chain length |
|---|---|---|---|
deskops |
5 | 49 | 3–5 |
itsmdesk |
5 | 56 | 3–5 |
workplace |
5 | 54 | 2–5 |
The agent's only surface is the workspace at http://world:8765/ — server-rendered web applications
(helpdesk, tracker, calendar, people, contracts, approvals, inbox, files, …) over one stateful SQLite
world; /mcp, /api and any CLI are unreachable. The agent image ships browser, a Playwright CLI any
terminal agent can call (browser '{"action":"navigate","url":…}', click, fill, select,
press, scroll, back, read); each reply is the page: URL, title, interactive elements with ids,
visible text. Every write is a form, a confirmation page and a saved read-back; the structured answer
goes through the Decision page.
The root verifier pulls the finished world over a token-gated channel and evaluates a verification tree
of executable leaves: evidence reads (server-side page trace), state rows with tolerances (ids, dates,
enums exact; amounts within max(1 USD, 0.5 %); free text by required facts), answer fields, cross-app
consistency and read-backs, under critical gates (containment: no unexpected row anywhere; evidence
before the first commit; no canary or injected write; abstention on infeasible variants).
reward.txt = WebScore/100; verdict.json carries every gate and leaf. Every task shipped with its
negative controls: oracle and alternative-path oracle 1.0, noop 0, write-without-read 0, over-write 0,
injected compliance 0, wrong-record ≤ 0.35.
Tasks are instances of templates (hop chains sampled from the tool dependency graph) on seeded worlds.
Each published template was calibrated against DeepSeek V4.1 Flash on fresh worlds; the ladder added
hops or hazards when a template was too easy and simplified it when too hard, and task.toml
[metadata.calibration] records every round. Published population seeds: 0–11 — per template budget_reserve+venue_headcount+travel_spend+quote_total+decide (deskops): 0–1, 5, 10–11; event_move+travel_spend+write (deskops): 0–11; event_move+write (deskops): 0–9, 11; travel_spend+venue_headcount+decide (deskops): 0–11; venue_headcount+travel_spend+event_move+write (deskops): 1–2, 4–7, 9–11; secondary_gap+stale_advisory_cancel+decide (itsmdesk): 0–1, 3–11; stale_advisory_cancel+budget_headroom+secondary_gap+write (itsmdesk): 0–5, 7–11; stale_advisory_cancel+budget_headroom+write (itsmdesk): 0–6, 8–11; stale_advisory_cancel+charged_impact+budget_headroom+write (itsmdesk): 0–5, 7–11; stale_advisory_cancel+charged_impact+decide (itsmdesk): 0–11; open_points+session_slot+usable_capacity+decide (workplace): 0–11; usable_capacity+decide (workplace): 0–3, 6, 8, 10–11; usable_capacity+session_slot+sprint_points+write (workplace): 0–3, 5–11; usable_capacity+session_slot+write (workplace): 0–3, 5–11; usable_capacity+write (workplace): 0–11. Calibration used seeds ≥ 1000.
harbor run -d blobfishai/webbench@v0.3.1 -a <agent> -m <provider/model>Each task package is self-contained: task.toml, instruction.md, README.md, environment/ (agent
image with the browser CLI, world image serving the web application), tests/ (root verifier, sealed
contract, controls, verifier token) and solution/ (the oracle's web calls replayed with urllib).
Digests in task-digests.json follow Harbor 0.21's publisher content hash.
blobfishai/wb-deskops-deskops-001-budget-reserve-7cd522-s0 — family deskops, template budget_reserve+venue_headcount+travel_spend+quote_total+decide, seed 0, sha256:dfc671d903bcc44b12308a3b19039417f4a63312d2b73c4029d1e86c114f107ablobfishai/wb-deskops-deskops-001-budget-reserve-7cd522-s1 — family deskops, template budget_reserve+venue_headcount+travel_spend+quote_total+decide, seed 1, sha256:9acd336ad1a3ca5f9d0bf8fd3ca9238326a742ec852d00c2c9495a49a73bec0eblobfishai/wb-deskops-deskops-001-budget-reserve-7cd522-s10 — family deskops, template budget_reserve+venue_headcount+travel_spend+quote_total+decide, seed 10, sha256:d5537de01f896af97a0cd6c250bf48dadca7a8d5694b9476427c9f56501f3221blobfishai/wb-deskops-deskops-001-budget-reserve-7cd522-s11 — family deskops, template budget_reserve+venue_headcount+travel_spend+quote_total+decide, seed 11, sha256:53a9e4c54068798af768dd70417cba0cdd6d4066a3b78f1f401f2d535a1b7c2dblobfishai/wb-deskops-deskops-001-budget-reserve-7cd522-s5 — family deskops, template budget_reserve+venue_headcount+travel_spend+quote_total+decide, seed 5, sha256:e029249d4158a0bd04ff00b1dce511dc4c296a8a37669e52994a34a0834221bbblobfishai/wb-deskops-deskops-001-event-move-faafdd-s0 — family deskops, template event_move+write, seed 0, sha256:cd4e38fa841184fb6e8170696fe9ad264e96c92f092a9ebefffe6cc9b07c3a0eblobfishai/wb-deskops-deskops-001-event-move-faafdd-s1 — family deskops, template event_move+write, seed 1, sha256:50075a00a43bc67671b0adc9258b5508238f70fa31ec838d66fe3894d269077cblobfishai/wb-deskops-deskops-001-event-move-faafdd-s11 — family deskops, template event_move+write, seed 11, sha256:97bc9ea75644adbcc29194770c22f9d8bed65d8b466f48963537f9f0bc14c3cablobfishai/wb-deskops-deskops-001-event-move-faafdd-s2 — family deskops, template event_move+write, seed 2, sha256:a752374471915e1ce5ce13aa5ad7a1002b89c3ecd38af0320f132e8144701e6ablobfishai/wb-deskops-deskops-001-event-move-faafdd-s3 — family deskops, template event_move+write, seed 3, sha256:8e78fc70f02da03cbd750ef32428678ba393694df23a9443fecebbcd5c2637e2blobfishai/wb-deskops-deskops-001-event-move-faafdd-s4 — family deskops, template event_move+write, seed 4, sha256:61e1903f8de0c2c54e12982990e29a52de00562bf673f559cd36f1fdada6b5c1blobfishai/wb-deskops-deskops-001-event-move-faafdd-s5 — family deskops, template event_move+write, seed 5, sha256:ff0910213c0aa30d569da1136998b2e9a1562dd64d35e0abfad5ad835469f739blobfishai/wb-deskops-deskops-001-event-move-faafdd-s6 — family deskops, template event_move+write, seed 6, sha256:f70f7dc6bc1adbc41324759efba53f2207ffef47bff6e1254525cc04995f3c94blobfishai/wb-deskops-deskops-001-event-move-faafdd-s7 — family deskops, template event_move+write, seed 7, sha256:74c7c054b08c93659f5e0de91d5fa1de8189bd79731b07198a9ac32dbb151e86blobfishai/wb-deskops-deskops-001-event-move-faafdd-s8 — family deskops, template event_move+write, seed 8, sha256:40ab72b7369882fb5dd6399e83eea9199dae3e898350a75c96ad6d5c9d43b2c5blobfishai/wb-deskops-deskops-001-event-move-faafdd-s9 — family deskops, template event_move+write, seed 9, sha256:e95aa58510ec868333103e1580dcca82fb6ad33fa00727d3ae6283c0b9caba90blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s0 — family deskops, template event_move+travel_spend+write, seed 0, sha256:377edbcd8307287748de5532b269c1d44da1d8219fe1b0936b7e53b50f683109blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s1 — family deskops, template event_move+travel_spend+write, seed 1, sha256:c09754f79d0bbc0b0f179dc04d10c389e2999ca8ff22045b3d5c64c611a6ddf6blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s10 — family deskops, template event_move+travel_spend+write, seed 10, sha256:1ad1c026858f9b14be59e47c281d941d437e21475c8115afc1ecb0e3212f6e86blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s11 — family deskops, template event_move+travel_spend+write, seed 11, sha256:206ea0177f97ec94ea3de00302e075da44289a6295ce24cac3c08ffec4f81286blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s2 — family deskops, template event_move+travel_spend+write, seed 2, sha256:df7af7e8f4d1ad785f5de400f9e4b62fc9581c15ec9d511891a01d13d8775050blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s3 — family deskops, template event_move+travel_spend+write, seed 3, sha256:6861d0acb168b9de848ec148e0668c3e36a1a02cf422193bbf76d6e4de0cba33blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s4 — family deskops, template event_move+travel_spend+write, seed 4, sha256:21f888749fbddd441f77234802d63ab024069ad240e1b1ff7d1595b784aa0302blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s5 — family deskops, template event_move+travel_spend+write, seed 5, sha256:201c9fda4149b4b5f51a506b01cab30e8974462171015c4ad554ae880978bdd4blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s6 — family deskops, template event_move+travel_spend+write, seed 6, sha256:dbf56e66129113f78aa1bac0237ca371cfb0544c899dfe964dfd09d371eba85eblobfishai/wb-deskops-deskops-002-event-move-eefe3d-s7 — family deskops, template event_move+travel_spend+write, seed 7, sha256:5d4dcb2ab7e66be90f35cc29749244b85e6f2441b015b7ca8081cfddd927cce6blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s8 — family deskops, template event_move+travel_spend+write, seed 8, sha256:547c9fa3e549869d7dcff76c2712a7140ade1d175f1caaa48c90330a165d1db7blobfishai/wb-deskops-deskops-002-event-move-eefe3d-s9 — family deskops, template event_move+travel_spend+write, seed 9, sha256:f4198f8dc71b0e6718fb2d022ce2bd6fea9c4deb2876b9152b512e5ecc644560blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s0 — family deskops, template travel_spend+venue_headcount+decide, seed 0, sha256:67ffa164d238e74ad63918a7ed1e3e55a322cb3b0a887aa2451dfd2ebf758201blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s1 — family deskops, template travel_spend+venue_headcount+decide, seed 1, sha256:e94b237486874b0edb7bad8b317edb24c4827a29df87e1435a82939d319b0c8dblobfishai/wb-deskops-deskops-002-travel-spend-18578b-s10 — family deskops, template travel_spend+venue_headcount+decide, seed 10, sha256:ee58ec6e4f8f354e76001f05a7cdf58b0f56483a8b4b7d9b5b75c99eace12e63blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s11 — family deskops, template travel_spend+venue_headcount+decide, seed 11, sha256:4ee6211688feadae0ba95e9a25a339371c451184632ad74c060f71c1fefeac76blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s2 — family deskops, template travel_spend+venue_headcount+decide, seed 2, sha256:7e303ac12d3bc851c69ccc6e2fa863788698403a19ce68f4387f2ae5f2c770bdblobfishai/wb-deskops-deskops-002-travel-spend-18578b-s3 — family deskops, template travel_spend+venue_headcount+decide, seed 3, sha256:a7f31d4fe6b2d6770b8bbc2e2861891cb7bf37c60d936f6b78fb39473980557fblobfishai/wb-deskops-deskops-002-travel-spend-18578b-s4 — family deskops, template travel_spend+venue_headcount+decide, seed 4, sha256:41cfca2e9468749408cef16e5bd86cb1136d855155bb93100be3d52d6ed5dc64blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s5 — family deskops, template travel_spend+venue_headcount+decide, seed 5, sha256:1921bf5127ea433286e7426fd4f323cb6853458eae820e920cf251c2845a8bceblobfishai/wb-deskops-deskops-002-travel-spend-18578b-s6 — family deskops, template travel_spend+venue_headcount+decide, seed 6, sha256:74a65c1c2a7b96a2abe7e984116baaa1d123b70f7a7335c382dd7faa0b953010blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s7 — family deskops, template travel_spend+venue_headcount+decide, seed 7, sha256:9809827bf208dd305956e960b60914c8a7f596d488d0cc7de4a86b7850e6b4c7blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s8 — family deskops, template travel_spend+venue_headcount+decide, seed 8, sha256:ac8912431cc670877b0113cde772bc6e3d6908aa7f7609f657894457b7c667c0blobfishai/wb-deskops-deskops-002-travel-spend-18578b-s9 — family deskops, template travel_spend+venue_headcount+decide, seed 9, sha256:87f93ae1ff59e8614e48429d6ba8cb07b22293cf47539e2769333087c2d6bb01blobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s1 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 1, sha256:1f1650959e64c1e8cc6dbe9cc92e6580c4a7a43aa0367d2d893f20da5a6cecf3blobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s10 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 10, sha256:a03926d3c5b635e6767111f0b7765a79555be14c04c54cb1a322642c044ae9b0blobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s11 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 11, sha256:1d388fdc822dad1a6db560b3991fb1461be3a6d7baf7d81b1cd2395f32c3e1cablobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s2 — family deskops, template venue_headcount+travel_spend+event_move+write, seed 2, sha256:f6ff9662579a504639c45a593c67ee08a4172b0f22b3eeb789d62831979162c0blobfishai/wb-deskops-deskops-002-venue-headcount-7b1728-s4 — family 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— family workplace, template open_points+session_slot+usable_capacity+decide, seed 5, sha256:fc235f043b153bad44547ccfd76786ec6f2f1cb756024ca67af07128886a7a55blobfishai/wb-workplace-workplace-002-open-points-84278e-s6 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 6, sha256:d19670db7230577e1f84ca7ad7f2b96b4943bf71002460b39370bbf34dfc4f08blobfishai/wb-workplace-workplace-002-open-points-84278e-s7 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 7, sha256:54e2bb9ecc7471fadda3569e6655b2b355aca46c67f468cc2c02ed894c72f075blobfishai/wb-workplace-workplace-002-open-points-84278e-s8 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 8, sha256:11b45dc5545fc82d04289464b1491fbe2e145d954f981e085ee7c0ae294073e7blobfishai/wb-workplace-workplace-002-open-points-84278e-s9 — family workplace, template open_points+session_slot+usable_capacity+decide, seed 9, 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