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LocalsOnly · measured2026-09-02

Terminal-Bench

Version 2.1 · 89 tasks. Compare only matched task sets and protocols.

Qwen 3.8 27B · UD-Q4_K_XL · GB10 · 128GB · llama.cpp

● Tested by LocalsOnly
WALL-CLOCK TIME25.6 h
INPUT TOKENS16,026,434

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

Reported score30.3%27 of 89 tasks passed
Throughput6.8 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
32,768
Temperature
0
Wall time
1537.9 minutes
Revision
4ca720788d1e01f1bff70c033e0d0028fd02e502
Reasoning
off
Agent version
2.0.0
Output token limit
4,096
Dataset revision
Not reported
Harness host
Mac mini · 64GB
Model host
ASUS GX10 · 128GB
Input tokens
16,026,434
Output tokens
627,836
Cached input tokens
14,566,185
Agent turn / step limit
30
Concurrency
1
Weight file size
17.56 GB

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

terminus-2

Run ID: measured-spark-1x-unsloth-ud-q4_k_xl-terminal-bench-2.1-2026-09-02
Tasks

Task explorer

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

89 task records
27 Passed60 Not passed2 Unscored · recorded issue

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

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.
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.
PassedFilter js from html+

Task ID: filter-js-from-html
Recorded name: 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.
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.
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.
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.
PassedModernize scientific stack+

Task ID: modernize-scientific-stack
Recorded name: modernize-scientific-stack

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.
PassedMulti source data merger+

Task ID: multi-source-data-merger
Recorded name: multi-source-data-merger

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.
PassedNginx request logging+

Task ID: nginx-request-logging
Recorded name: nginx-request-logging

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.
PassedOpenssl selfsigned cert+

Task ID: openssl-selfsigned-cert
Recorded name: openssl-selfsigned-cert

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.
PassedPortfolio optimization+

Task ID: portfolio-optimization
Recorded name: portfolio-optimization

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.
PassedProve plus comm+

Task ID: prove-plus-comm
Recorded name: prove-plus-comm

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.
PassedPypi server+

Task ID: pypi-server
Recorded name: pypi-server

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.
PassedPytorch model cli+

Task ID: pytorch-model-cli
Recorded name: pytorch-model-cli

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.
PassedPytorch model recovery+

Task ID: pytorch-model-recovery
Recorded name: pytorch-model-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.
PassedReshard c4 data+

Task ID: reshard-c4-data
Recorded name: reshard-c4-data

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.
PassedSparql university+

Task ID: sparql-university
Recorded name: sparql-university

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.
PassedSqlite with gcov+

Task ID: sqlite-with-gcov
Recorded name: sqlite-with-gcov

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.
PassedVulnerable secret+

Task ID: vulnerable-secret
Recorded name: vulnerable-secret

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