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Published reference2026-07-31

AutomationBench*

Published public evaluation · 600-task set. Task sets and protocols differ. A local sample is not established as a subset of the published public set; scores remain separate.

DeepSeek V4 Flash 0731 · Published reference · DeepSeek · Reported evaluation

↗ Published result
DeepSeek

AutomationBench Public

DeepSeek-V4-Flash-0731 model card
Reported score25.1%
Throughput

Tokens per second · see measurement basis

Concurrency

As recorded on this receipt

Published reference. This is a source-reported result, not a test run by this lab. README table: AutomationBench Public 25.1. Distinct from LocalsOnly’s local-300 office automationbench sample. DeepSeek Harness minimal mode, max reasoning effort, temperature=1.0, top_p=0.95.
Run configuration & provenance +
Context
Not recorded
Temperature
Not recorded
Wall time
Not recorded
Weight file
Provider-managed / not reported
Revision
Not reported
Reasoning
Not reported
Agent version
Not reported
Output token limit
Not reported
Dataset revision
Not reported
Harness host
Not reported
Model host
Published reference
Input tokens
Not reported
Output tokens
Not reported
Cached input tokens
Not reported
Agent turn / step limit
Not reported
Concurrency
Not reported
Weight file size
Not reported

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

Provider evaluation

README table: AutomationBench Public 25.1. Distinct from LocalsOnly’s local-300 office automationbench sample. DeepSeek Harness minimal mode, max reasoning effort, temperature=1.0, top_p=0.95.

Run ID: research-deepseek-v4-flash-0731-published-reference-automationbench-public
Tasks

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

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The headline or summary is available above. Individual outcomes have not been provided.

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