LocalsOnlyevaluationsHow to read this
← Model evidence

LocalsOnly · measured2026-09-15

Terminal-Bench 2.1

Version 2.1 · 89 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 TIME174.3 h
INPUT TOKENS56,008,494

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

Reported score48.3%43 of 89 tasks passed
Throughput2.2 t/s

Tokens per second · see measurement basis

Concurrency1

As recorded on this receipt

2 infrastructure outcomes are recorded. Failure counts may overlap with task outcomes.
Run configuration & provenance +
Context
Not recorded
Temperature
Not recorded
Wall time
10455.8 minutes
Weight file
Provider-managed / not reported
Revision
Not reported
Reasoning
off
Agent version
2.0.0
Output token limit
Not reported
Dataset revision
sha256:7d7bdc1cbedad549fc1140404bd4dc45e5fd0ea7c4186773687d177ad3a0699a
Harness host
Mac mini · 64GB
Model host
ASUS GX10 · 128GB
Input tokens
56,008,494
Output tokens
1,349,423
Cached input tokens
22,004,494
Agent turn / step limit
40
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) -> Asus gx10-e789 llama.cpp OpenAI-compat [local endpoint] (qwen3.8-flash-next UD-IQ3_XXS, thinking OFF, max_turns=40, agent-timeout×4, timeout×2). Job tb21-mac-dgx-flash-measured-20260907. RECEIPT — thin parity with published Qwen 3.8 27B TB 2.1 terminus-2 path; NOT thinking-on 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-terminal-bench-2.1-2026-09-15
Tasks

Task explorer

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

89 task records
43 Passed44 Not passed1 Unscored · recorded issue1 Other unscored

All 89 recorded tasks, before filters or pagination. 25 of 89 matching tasks shown below. Recorded issues can also occur on scored tasks.

PassedAdaptive rejection sampler+

Task ID: adaptive-rejection-sampler
Recorded name: adaptive-rejection-sampler

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.
PassedBn fit modify+

Task ID: bn-fit-modify
Recorded name: bn-fit-modify

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.
PassedBreak filter js from html+

Task ID: break-filter-js-from-html
Recorded name: break-filter-js-from-html

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.
PassedBuild pmars+

Task ID: build-pmars
Recorded name: build-pmars

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.
PassedBuild pov ray+

Task ID: build-pov-ray
Recorded name: build-pov-ray

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.
PassedCancel async tasks+

Task ID: cancel-async-tasks
Recorded name: cancel-async-tasks

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.
PassedChess best move+

Task ID: chess-best-move
Recorded name: chess-best-move

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.
PassedConfigure git webserver+

Task ID: configure-git-webserver
Recorded name: configure-git-webserver

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.
PassedConstraints scheduling+

Task ID: constraints-scheduling
Recorded name: constraints-scheduling

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.
PassedCount dataset tokens+

Task ID: count-dataset-tokens
Recorded name: count-dataset-tokens

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.
PassedCustom memory heap crash+

Task ID: custom-memory-heap-crash
Recorded name: custom-memory-heap-crash

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.
PassedDistribution search+

Task ID: distribution-search
Recorded name: distribution-search

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.
PassedExtract elf+

Task ID: extract-elf
Recorded name: extract-elf

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.
PassedFinancial document processor+

Task ID: financial-document-processor
Recorded name: financial-document-processor

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.
PassedFix code vulnerability+

Task ID: fix-code-vulnerability
Recorded name: fix-code-vulnerability

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.
PassedFix git+

Task ID: fix-git
Recorded name: fix-git

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.
PassedFix ocaml gc+

Task ID: fix-ocaml-gc
Recorded name: fix-ocaml-gc

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.
PassedGit leak recovery+

Task ID: git-leak-recovery
Recorded name: git-leak-recovery

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.
PassedHeadless terminal+

Task ID: headless-terminal
Recorded name: headless-terminal

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.
PassedHf model inference+

Task ID: hf-model-inference
Recorded name: hf-model-inference

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.
PassedKv store grpc+

Task ID: kv-store-grpc
Recorded name: kv-store-grpc

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.
PassedLlm inference batching scheduler+

Task ID: llm-inference-batching-scheduler
Recorded name: llm-inference-batching-scheduler

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.
PassedLog summary date ranges+

Task ID: log-summary-date-ranges
Recorded name: log-summary-date-ranges

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.
PassedMailman+

Task ID: mailman
Recorded name: mailman

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.
PassedMerge diff arc agi task+

Task ID: merge-diff-arc-agi-task
Recorded name: merge-diff-arc-agi-task

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 89 tasks