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Evidence record

DeepSeek v4 Pro

EVMbench · Evidence record

Sources and provenance ↓ Read the research narrative →

Source snapshot, chart and review scope →

Original source charts and materials

Recorded measurements

Exploit
32.7%

Per-result sample size not disclosed

Harness not specified · Budget not specified

Assessment provenance

Evaluating DeepSeek v4 Pro for Frontier Risks → · External report

Actual evaluation: Neo Research · Model record →

Method and scope

Separates detection, patching and exploitation modes with their stated task sets.

Evidence type
Benchmark
Assessment subject
The model or agent in the stated task configuration.
Primary dimension
Capability
Evidence snapshot
2026-10-29.1

The main dimension follows the stated measurement; contextual risk relevance does not establish harmful deployment capability.

Source finding

Exploit: 32.7 percent. Conditions are retained from the source.

Limitations

Modes and task subsets cannot be combined into an undifferentiated cyber-risk score.

Numeric labels read directly from rendered chart.

Related research questions

References

  1. [1] EVMbench
  2. [2] Evaluating DeepSeek v4 Pro for Frontier Risks. 2026-05-29. v1.1 · 29 May 2026 ; PDF p. 9; EVMbench; Exploit