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LocalsOnly · measured2026-09-17

SWE-bench Verified

swe-bench-verified · 100 tasks. Compare only matched task sets and protocols.

Qwen 3.8 Flash-Next · UD-IQ3_XXS · GB10 · 128GB · llama.cpp

● Tested by LocalsOnly

Weight pin not recorded on this receipt. No download URL.

WALL-CLOCK TIME59.1 h
INPUT TOKENS61,002,821

Recorded effort for this run. Wall time and token counts are not a dollar cost; hardware power and utilization also matter.

Reported score94.0%94 of 100 tasks passed
Throughput

Tokens per second · see measurement basis

Concurrency1

As recorded on this receipt

1 infrastructure outcomes are recorded. Failure counts may overlap with task outcomes.
Run configuration & provenance +
Context
65,536
Temperature
Not recorded
Wall time
3546.9 minutes
Weight file
Provider-managed / not reported
Revision
Not reported
Reasoning
Not reported
Agent version
Not reported
Output token limit
Not reported
Dataset revision
sha256:b934b0cc3dc800fe945eaf9f1623329db97ee3133c706d20644524c7759fb341
Harness host
Not reported
Model host
Asus gx10-e789 · :8081
Input tokens
61,002,821
Output tokens
3,177,305
Cached input tokens
57,907,388
Agent turn / step limit
50
Concurrency
1
Weight file size
Not reported

Throughput measurement: Measurement method not separately reported. This should not be treated as standardized decode-only speed.

Harbor terminus-2 on Kris Mac mini (docker, DOCKER_DEFAULT_PLATFORM=linux/amd64) -> Asus gx10-e789 llama.cpp OpenAI-compat [local endpoint] (qwen3.8-flash-next UD-IQ3_XXS, n_ctx 65536, thinking OFF, max_turns=50, k=1 n=1). Job swever-mac-asus-flashnext-n100-20260915a. RECEIPT — thin terminus-2 thinking-off for local headline parity; NOT Claude Code official-compare. Hardware evidence id spark-1x = Asus gx10-e789 (NOT dgx-spark / NOT branded Spark).

Run ID: measured-spark-1x-unsloth-ud-iq3_xxs-swe-bench-verified-n100-2026-09-17
Tasks

Task explorer

Passed tasks first, then other outcomes grouped by recorded issue. Use the filters to inspect a particular outcome.

100 task records
94 Passed5 Not passed1 Unscored · recorded issue

All 100 recorded tasks, before filters or pagination. 25 of 100 matching tasks shown below. Recorded issues can also occur on scored tasks.

PassedAstropy astropy 8707+

Task ID: astropy__astropy-8707
Recorded name: astropy__astropy-8707

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedAstropy astropy 13398+

Task ID: astropy__astropy-13398
Recorded name: astropy__astropy-13398

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedAstropy astropy 13579+

Task ID: astropy__astropy-13579
Recorded name: astropy__astropy-13579

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedAstropy astropy 14096+

Task ID: astropy__astropy-14096
Recorded name: astropy__astropy-14096

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedAstropy astropy 14369+

Task ID: astropy__astropy-14369
Recorded name: astropy__astropy-14369

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedAstropy astropy 14995+

Task ID: astropy__astropy-14995
Recorded name: astropy__astropy-14995

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 7530+

Task ID: django__django-7530
Recorded name: django__django-7530

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 11099+

Task ID: django__django-11099
Recorded name: django__django-11099

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 11141+

Task ID: django__django-11141
Recorded name: django__django-11141

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 11179+

Task ID: django__django-11179
Recorded name: django__django-11179

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 11477+

Task ID: django__django-11477
Recorded name: django__django-11477

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 11490+

Task ID: django__django-11490
Recorded name: django__django-11490

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 11951+

Task ID: django__django-11951
Recorded name: django__django-11951

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 12262+

Task ID: django__django-12262
Recorded name: django__django-12262

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 12419+

Task ID: django__django-12419
Recorded name: django__django-12419

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 13023+

Task ID: django__django-13023
Recorded name: django__django-13023

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 13033+

Task ID: django__django-13033
Recorded name: django__django-13033

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 13346+

Task ID: django__django-13346
Recorded name: django__django-13346

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 13406+

Task ID: django__django-13406
Recorded name: django__django-13406

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 13417+

Task ID: django__django-13417
Recorded name: django__django-13417

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 13794+

Task ID: django__django-13794
Recorded name: django__django-13794

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 13933+

Task ID: django__django-13933
Recorded name: django__django-13933

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 14122+

Task ID: django__django-14122
Recorded name: django__django-14122

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 14140+

Task ID: django__django-14140
Recorded name: django__django-14140

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
PassedDjango django 14376+

Task ID: django__django-14376
Recorded name: django__django-14376

Reward: 1

Recorded issue: No failure explanation in this task record.

The receipt contains outcome metadata. Full prompts and execution transcripts are not included in this view.
Showing 25 of 100 tasks