IBARA LAB
Six workflows with Sonnet 5.5 and GPT-6.1 Sol at medium effort
12 attempts recorded. Diagnostic run. Measurement and publication dates are distinct.
Updated
Diagnostic run. Candidate: Private Ibara v14 (experimental). Identity complete: false.
Measured to . Sealed 2026-10-09T02:36:41.294016+00:00. Revision 1.
Latest revision and correction history · All campaigns · RSS feed
Results and coverage#
12 attempts recorded. The denominator includes every attempted outcome. Unexecuted attempts are listed separately.
| Planned | Attempted | Passed | Failed | Unknown | Blocked | Safe refusal | Not run |
|---|---|---|---|---|---|---|---|
| 12 | 12 | 11 | 1 | 0 | 0 | 0 | 0 |
Qualification and execution modes
0 of 0 frozen cells observed. Execution modes have separate populations and are never pooled into one performance score.
- An observed attempt is outside the frozen matrix.
- Diagnostic evidence is not an accepted comparison baseline.
- Exactly one frozen campaign manifest is required.
- The frozen matrix has missing, duplicate or unplanned attempts; valid failures remain counted.
- The planned machine, workflow, mode and seed matrix is unavailable.
| Mode | Planned | Attempted | Passed | Failed | Unknown | Blocked | Safe refusal | Not run |
|---|---|---|---|---|---|---|---|---|
| unclassified | 12 | 12 | 11 | 1 | 0 | 0 | 0 | 0 |

Scenario, model and environment#
Each dimension is a separate partition of the campaign. Do not sum overlapping dimensions together.
| Dimension | Scenario | Model | Environment | benchmark_mode | fixture_seed | Planned | Attempted | Passed | Failed | Unknown | Blocked | Safe refusal | Not run |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| cohort | Browser form and validation | GPT-6.1 Sol, medium reasoning | Dell Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| cohort | Browser form and validation | Sonnet 5.5, medium effort | AK1 Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 |
| cohort | Download, edit and upload | GPT-6.1 Sol, medium reasoning | Dell Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| cohort | Download, edit and upload | Sonnet 5.5, medium effort | AK1 Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| cohort | Editor save, reopen and delivery | GPT-6.1 Sol, medium reasoning | Dell Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| cohort | Editor save, reopen and delivery | Sonnet 5.5, medium effort | AK1 Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| cohort | File manager move and rename | GPT-6.1 Sol, medium reasoning | Dell Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| cohort | File manager move and rename | Sonnet 5.5, medium effort | AK1 Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| cohort | Native file picker and upload | GPT-6.1 Sol, medium reasoning | Dell Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| cohort | Native file picker and upload | Sonnet 5.5, medium effort | AK1 Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| cohort | Search and nested scrolling | GPT-6.1 Sol, medium reasoning | Dell Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| cohort | Search and nested scrolling | Sonnet 5.5, medium effort | AK1 Linux desktop, Chromium and native apps | unclassified | 17 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
Baseline comparison#
No matched baseline was supplied. This report makes no improvement claim.
Additional measurements#
No additional measurements were supplied. Missing measurements are not zero.
Method and provenance#
Suite: Six everyday browser, desktop and mixed workflows; version: six-workflows-medium-pair-v1.
Two agents run concurrently on separate physical computers: Sonnet 5.5 medium in Claude Code on AK1, and GPT-6.1 Sol medium in Codex on Dell. Each starts with a fresh context shared across the same six tasks in fixed order, seed 17, one attempt per task. Each lane has a 15-minute execution cap and a 120-second per-task work target plus cleanup. Native Ibara input and read-only browser observations are allowed. Independent application events, file bytes and native receipts establish outcomes; failures and cleanup results remain visible. Both machines have the same observed Ibara runtime and Chromium build. This is descriptive workflow evidence, not an isolated model or hardware ranking. Observed outcomes: GPT-6.1 Sol verified 6 of 6 workflows in 429.816 seconds from first begin to last finish, with 95 MCP calls; Sonnet 5.5 verified 5 of 6 in 518.637422 seconds, with 92 MCP calls plus one artifact delivery fetch. Sonnet failed the form/validation task. Both completed with independently checked zero task windows and zero leases.
Evidence type: warehouse_snapshot.
snapshot_sha256: 8490726dffe8cddeec7f6423d7bc00d39926a31721260204bb6909a9c0de451c
Failures and limitations#
- Six single attempts per actor provide a practical snapshot, not a statistical reliability estimate or an external benchmark score.
- Actors ran on different machines and harnesses so latency differences cannot be attributed to model or reasoning effort alone.
- One fresh context is shared across six tasks in each lane. The task order, goal bytes, fixture seed and budgets are fixed.
- Sol model/effort are bound to its accepted delegation configuration; separate child executable identity, tokens and cost are unavailable. Sonnet model identity and usage are taken from the actual Claude Code output when supplied.
- Elapsed time includes agent deliberation, orchestration and tool waits; it is not isolated driver latency. Sonnet tool timings use timestamped harness events; Sol uses its tool-call wrapper timestamps.
- No video is recorded. Original structured responses are retained; screenshot retention differs by actor capture and is reported in the evidence.
- The earlier large matrix is outside this deliberately short run. A failed workflow alone does not establish a native input-driver defect.
- Sol capture omitted eight image-observation response envelopes (five in form, three in search); arguments and timestamps remain, and those observations are recorded as unknown capture gaps. Independent application events and file bytes still verify outcomes. Sol screenshots were inspected by the actor but were not retained; Sonnet screenshot responses were retained privately.
- Sonnet usage output reports an estimated USD 2.0003006 at list prices; this is not an invoice. Sol token usage and cost are unavailable, so no cost ranking is reported.
- The reporting system retains its full-matrix qualification rules and marks this small shared-context profile diagnostic/unclassified. No statistical confidence interval or matched improvement claim is made.
Data and charts#
- Public report JSON
- Outcome counts CSV
- Measurements CSV
- Report schema
- Data dictionary and reuse notes
- Checksums
- Vector chart
- Chart alt text
When citing these measurements, credit ibara and link this dated report revision. Private trajectories and third-party application content are not distributed here. This report does not change stable product documentation or qualify an untested release.