# LLM Agent Testing Report

Generated: Thu, 24 Sep 2026 21:30:59 UTC

## Overall Results

| Agent | Model | Reasoning | Success Rate | Average Latency |
|-------|-------|-----------|--------------|-----------------|
| simple | deepseek-flash | false | 26/26 (100.00%) | 1.415s |
| simple_json | deepseek-flash | false | 8/8 (100.00%) | 0.775s |
| primary_agent | deepseek-v4-pro | true | 25/25 (100.00%) | 3.173s |
| assistant | deepseek-v4-pro | true | 25/25 (100.00%) | 2.063s |
| generator | deepseek-v4-pro | true | 25/25 (100.00%) | 2.706s |
| refiner | deepseek-v4-pro | true | 25/25 (100.00%) | 1.992s |
| adviser | deepseek-v4-pro | true | 16/16 (100.00%) | 2.095s |
| reflector | deepseek-flash | false | 17/17 (100.00%) | 1.485s |
| searcher | deepseek-flash | false | 26/26 (100.00%) | 1.381s |
| enricher | deepseek-flash | false | 26/26 (100.00%) | 0.472s |
| coder | deepseek-v4-pro | true | 25/25 (100.00%) | 2.906s |
| installer | deepseek-flash | true | 25/25 (100.00%) | 1.374s |
| pentester | deepseek-v4-pro | true | 25/25 (100.00%) | 0.674s |

**Total**: 294/294 (100.00%) successful tests
**Overall average latency**: 1.776s

## Detailed Results

### simple (deepseek-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Math Calculation | ✅ Pass | 0.698s |  |
| Simple Math | ✅ Pass | 0.698s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.706s |  |
| Count from 1 to 5 | ✅ Pass | 0.782s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.963s |  |
| Text Transform Uppercase | ✅ Pass | 0.998s |  |
| Basic Echo Function | ✅ Pass | 1.106s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.880s |  |
| Answer Stops At The Output Limit | ✅ Pass | 10.748s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.990s |  |
| Ask Advice Function | ✅ Pass | 1.082s |  |
| Search Query Function | ✅ Pass | 1.146s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.950s |  |
| Basic Context Memory Test | ✅ Pass | 1.081s |  |
| Function Argument Memory Test | ✅ Pass | 1.032s |  |
| Function Response Memory Test | ✅ Pass | 1.160s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.168s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.920s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.049s |  |
| Penetration Testing Methodology | ✅ Pass | 0.822s |  |
| Penetration Testing Framework | ✅ Pass | 0.877s |  |
| SQL Injection Attack Type | ✅ Pass | 1.014s |  |
| Web Application Security Scanner | ✅ Pass | 0.689s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.267s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.199s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 0.750s |  |

**Summary**: 26/26 (100.00%) successful tests

**Average latency**: 1.415s

---

### simple_json (deepseek-flash)

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Vulnerability Report Memory Test | ✅ Pass | 0.919s |  |
| Person Information JSON | ✅ Pass | 0.822s |  |
| Project Information JSON | ✅ Pass | 0.839s |  |
| User Profile JSON | ✅ Pass | 1.044s |  |
| JSON Array Response Without Schema | ✅ Pass | 0.795s |  |
| Streaming Person Information JSON Streaming | ✅ Pass | 0.866s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Structured Output Refuses A Non-Object Schema | structured_output | ✅ Pass | 0.000s |  |
| Structured Output With JSON Schema | structured_output | ✅ Pass | 0.910s |  |

**Summary**: 8/8 (100.00%) successful tests

**Average latency**: 0.775s

---

### primary_agent (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Math Calculation | ✅ Pass | 1.323s |  |
| Text Transform Uppercase | ✅ Pass | 1.663s |  |
| Count from 1 to 5 | ✅ Pass | 1.542s |  |
| Simple Math | ✅ Pass | 1.971s |  |
| Basic Echo Function | ✅ Pass | 1.669s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.516s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.925s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.801s |  |
| Answer Stops At The Output Limit | ✅ Pass | 26.161s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.986s |  |
| Ask Advice Function | ✅ Pass | 2.007s |  |
| Search Query Function | ✅ Pass | 2.031s |  |
| Function Argument Memory Test | ✅ Pass | 1.578s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 2.362s |  |
| Basic Context Memory Test | ✅ Pass | 2.379s |  |
| Function Response Memory Test | ✅ Pass | 1.543s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.657s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.586s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 5.222s |  |
| SQL Injection Attack Type | ✅ Pass | 1.823s |  |
| Penetration Testing Methodology | ✅ Pass | 2.289s |  |
| Penetration Testing Framework | ✅ Pass | 2.154s |  |
| Web Application Security Scanner | ✅ Pass | 2.113s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.223s |  |
| Vulnerability Assessment Tools | ✅ Pass | 5.790s |  |

**Summary**: 25/25 (100.00%) successful tests

**Average latency**: 3.173s

---

### assistant (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.180s |  |
| Text Transform Uppercase | ✅ Pass | 0.177s |  |
| Count from 1 to 5 | ✅ Pass | 0.186s |  |
| Math Calculation | ✅ Pass | 0.234s |  |
| Basic Echo Function | ✅ Pass | 0.276s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.260s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.429s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.607s |  |
| Answer Stops At The Output Limit | ✅ Pass | 24.979s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.189s |  |
| Search Query Function | ✅ Pass | 0.175s |  |
| Ask Advice Function | ✅ Pass | 0.188s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.186s |  |
| Basic Context Memory Test | ✅ Pass | 0.206s |  |
| Function Response Memory Test | ✅ Pass | 1.672s |  |
| Function Argument Memory Test | ✅ Pass | 1.813s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.732s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.093s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.744s |  |
| SQL Injection Attack Type | ✅ Pass | 0.193s |  |
| Penetration Testing Methodology | ✅ Pass | 1.730s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.503s |  |
| Penetration Testing Framework | ✅ Pass | 1.786s |  |
| Web Application Security Scanner | ✅ Pass | 1.791s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.247s |  |

**Summary**: 25/25 (100.00%) successful tests

**Average latency**: 2.063s

---

### generator (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.672s |  |
| Count from 1 to 5 | ✅ Pass | 1.488s |  |
| Text Transform Uppercase | ✅ Pass | 2.137s |  |
| Math Calculation | ✅ Pass | 1.596s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.064s |  |
| Basic Echo Function | ✅ Pass | 1.738s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.360s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.576s |  |
| Answer Stops At The Output Limit | ✅ Pass | 21.727s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.726s |  |
| Search Query Function | ✅ Pass | 1.739s |  |
| Function Argument Memory Test | ✅ Pass | 1.451s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.685s |  |
| Ask Advice Function | ✅ Pass | 1.722s |  |
| Function Response Memory Test | ✅ Pass | 1.610s |  |
| Basic Context Memory Test | ✅ Pass | 1.915s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.587s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.361s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.040s |  |
| SQL Injection Attack Type | ✅ Pass | 2.149s |  |
| Penetration Testing Methodology | ✅ Pass | 2.408s |  |
| Penetration Testing Framework | ✅ Pass | 1.261s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.707s |  |
| Web Application Security Scanner | ✅ Pass | 1.815s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.101s |  |

**Summary**: 25/25 (100.00%) successful tests

**Average latency**: 2.706s

---

### refiner (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.179s |  |
| Text Transform Uppercase | ✅ Pass | 0.175s |  |
| Count from 1 to 5 | ✅ Pass | 0.185s |  |
| Math Calculation | ✅ Pass | 0.174s |  |
| Basic Echo Function | ✅ Pass | 0.181s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.186s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.182s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.188s |  |
| Answer Stops At The Output Limit | ✅ Pass | 25.811s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.182s |  |
| Search Query Function | ✅ Pass | 0.180s |  |
| Ask Advice Function | ✅ Pass | 0.180s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.185s |  |
| Basic Context Memory Test | ✅ Pass | 0.182s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.642s |  |
| Function Response Memory Test | ✅ Pass | 1.807s |  |
| Function Argument Memory Test | ✅ Pass | 1.977s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.552s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.386s |  |
| SQL Injection Attack Type | ✅ Pass | 0.177s |  |
| Penetration Testing Framework | ✅ Pass | 0.176s |  |
| Penetration Testing Methodology | ✅ Pass | 1.642s |  |
| Web Application Security Scanner | ✅ Pass | 1.751s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.957s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.545s |  |

**Summary**: 25/25 (100.00%) successful tests

**Average latency**: 1.992s

---

### adviser (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.183s |  |
| Text Transform Uppercase | ✅ Pass | 0.183s |  |
| Count from 1 to 5 | ✅ Pass | 0.178s |  |
| Math Calculation | ✅ Pass | 0.178s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.180s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.248s |  |
| Answer Stops At The Output Limit | ✅ Pass | 26.372s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Basic Context Memory Test | ✅ Pass | 0.175s |  |
| Function Argument Memory Test | ✅ Pass | 1.539s |  |
| Function Response Memory Test | ✅ Pass | 1.573s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.778s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.189s |  |
| Penetration Testing Methodology | ✅ Pass | 0.195s |  |
| SQL Injection Attack Type | ✅ Pass | 0.178s |  |
| Penetration Testing Framework | ✅ Pass | 0.183s |  |
| Web Application Security Scanner | ✅ Pass | 0.174s |  |

**Summary**: 16/16 (100.00%) successful tests

**Average latency**: 2.095s

---

### reflector (deepseek-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.775s |  |
| Text Transform Uppercase | ✅ Pass | 1.022s |  |
| Count from 1 to 5 | ✅ Pass | 0.760s |  |
| Math Calculation | ✅ Pass | 1.285s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.790s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.838s |  |
| Answer Stops At The Output Limit | ✅ Pass | 10.654s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Function Argument Memory Test | ✅ Pass | 0.672s |  |
| Function Response Memory Test | ✅ Pass | 0.868s |  |
| Basic Context Memory Test | ✅ Pass | 0.962s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.841s |  |
| SQL Injection Attack Type | ✅ Pass | 0.782s |  |
| Penetration Testing Methodology | ✅ Pass | 0.965s |  |
| Penetration Testing Framework | ✅ Pass | 0.954s |  |
| Web Application Security Scanner | ✅ Pass | 0.672s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.550s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 0.846s |  |

**Summary**: 17/17 (100.00%) successful tests

**Average latency**: 1.485s

---

### searcher (deepseek-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.697s |  |
| Text Transform Uppercase | ✅ Pass | 0.943s |  |
| Count from 1 to 5 | ✅ Pass | 0.767s |  |
| Math Calculation | ✅ Pass | 0.862s |  |
| Basic Echo Function | ✅ Pass | 1.090s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.016s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.904s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.295s |  |
| Answer Stops At The Output Limit | ✅ Pass | 11.091s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.782s |  |
| Function Argument Memory Test | ✅ Pass | 0.609s |  |
| Basic Context Memory Test | ✅ Pass | 0.698s |  |
| Ask Advice Function | ✅ Pass | 0.742s |  |
| Search Query Function | ✅ Pass | 0.873s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.846s |  |
| Function Response Memory Test | ✅ Pass | 0.762s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.764s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.192s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.538s |  |
| SQL Injection Attack Type | ✅ Pass | 0.768s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.082s |  |
| Penetration Testing Framework | ✅ Pass | 0.949s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.944s |  |
| Web Application Security Scanner | ✅ Pass | 1.102s |  |
| Penetration Testing Methodology | ✅ Pass | 1.648s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 0.919s |  |

**Summary**: 26/26 (100.00%) successful tests

**Average latency**: 1.381s

---

### enricher (deepseek-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.185s |  |
| Simple Math | ✅ Pass | 0.181s |  |
| Text Transform Uppercase | ✅ Pass | 0.175s |  |
| Count from 1 to 5 | ✅ Pass | 0.180s |  |
| Math Calculation | ✅ Pass | 0.186s |  |
| Basic Echo Function | ✅ Pass | 0.181s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.179s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.199s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.190s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.195s |  |
| Search Query Function | ✅ Pass | 0.233s |  |
| Ask Advice Function | ✅ Pass | 0.233s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.250s |  |
| Basic Context Memory Test | ✅ Pass | 0.178s |  |
| Function Response Memory Test | ✅ Pass | 0.595s |  |
| Function Argument Memory Test | ✅ Pass | 0.808s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.754s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.016s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.281s |  |
| SQL Injection Attack Type | ✅ Pass | 0.183s |  |
| Penetration Testing Framework | ✅ Pass | 0.177s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.180s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.132s |  |
| Penetration Testing Methodology | ✅ Pass | 1.330s |  |
| Web Application Security Scanner | ✅ Pass | 0.853s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 0.202s |  |

**Summary**: 26/26 (100.00%) successful tests

**Average latency**: 0.472s

---

### coder (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.926s |  |
| Text Transform Uppercase | ✅ Pass | 1.521s |  |
| Count from 1 to 5 | ✅ Pass | 1.246s |  |
| Math Calculation | ✅ Pass | 1.556s |  |
| Basic Echo Function | ✅ Pass | 1.712s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.540s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.029s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.942s |  |
| Answer Stops At The Output Limit | ✅ Pass | 22.987s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 1.550s |  |
| JSON Response Function | ✅ Pass | 1.740s |  |
| Function Argument Memory Test | ✅ Pass | 1.788s |  |
| Function Response Memory Test | ✅ Pass | 1.940s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 2.213s |  |
| Basic Context Memory Test | ✅ Pass | 2.157s |  |
| Ask Advice Function | ✅ Pass | 2.297s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.103s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.941s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.611s |  |
| SQL Injection Attack Type | ✅ Pass | 1.642s |  |
| Penetration Testing Methodology | ✅ Pass | 1.821s |  |
| Penetration Testing Framework | ✅ Pass | 1.798s |  |
| Web Application Security Scanner | ✅ Pass | 1.738s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.112s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.725s |  |

**Summary**: 25/25 (100.00%) successful tests

**Average latency**: 2.906s

---

### installer (deepseek-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.023s |  |
| Text Transform Uppercase | ✅ Pass | 0.996s |  |
| Count from 1 to 5 | ✅ Pass | 1.041s |  |
| Math Calculation | ✅ Pass | 1.115s |  |
| Basic Echo Function | ✅ Pass | 0.907s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.798s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.682s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.128s |  |
| Answer Stops At The Output Limit | ✅ Pass | 7.256s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.072s |  |
| Search Query Function | ✅ Pass | 1.035s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.059s |  |
| Ask Advice Function | ✅ Pass | 1.114s |  |
| Basic Context Memory Test | ✅ Pass | 1.001s |  |
| Function Response Memory Test | ✅ Pass | 0.794s |  |
| Function Argument Memory Test | ✅ Pass | 1.150s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.312s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.633s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.086s |  |
| Penetration Testing Methodology | ✅ Pass | 1.089s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.811s |  |
| SQL Injection Attack Type | ✅ Pass | 1.051s |  |
| Penetration Testing Framework | ✅ Pass | 1.018s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.981s |  |
| Web Application Security Scanner | ✅ Pass | 1.180s |  |

**Summary**: 25/25 (100.00%) successful tests

**Average latency**: 1.374s

---

### pentester (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.179s |  |
| Simple Math | ✅ Pass | 0.178s |  |
| Text Transform Uppercase | ✅ Pass | 0.177s |  |
| Count from 1 to 5 | ✅ Pass | 0.175s |  |
| Math Calculation | ✅ Pass | 0.177s |  |
| Basic Echo Function | ✅ Pass | 0.171s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.182s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.177s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.183s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.221s |  |
| Ask Advice Function | ✅ Pass | 0.210s |  |
| Search Query Function | ✅ Pass | 0.223s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.197s |  |
| Basic Context Memory Test | ✅ Pass | 0.180s |  |
| Function Argument Memory Test | ✅ Pass | 2.428s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.427s |  |
| Function Response Memory Test | ✅ Pass | 2.461s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.062s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.759s |  |
| Penetration Testing Methodology | ✅ Pass | 0.179s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.182s |  |
| SQL Injection Attack Type | ✅ Pass | 0.182s |  |
| Penetration Testing Framework | ✅ Pass | 0.177s |  |
| Web Application Security Scanner | ✅ Pass | 0.176s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.183s |  |

**Summary**: 25/25 (100.00%) successful tests

**Average latency**: 0.674s

---