# LLM Agent Testing Report

Generated: Sat, 26 Sep 2026 12:50:38 UTC

## Overall Results

| Agent | Model | Reasoning | Success Rate | Average Latency |
|-------|-------|-----------|--------------|-----------------|
| simple | gemini-3.1-flash-lite | false | 25/25 (100.00%) | 0.916s |
| simple_json | gemini-3.1-flash-lite | false | 8/8 (100.00%) | 0.783s |
| primary_agent | gemini-3.5-flash-lite | true | 25/25 (100.00%) | 2.728s |
| assistant | gemini-3.5-flash-lite | true | 25/25 (100.00%) | 2.341s |
| generator | gemini-3.5-flash-lite | true | 25/25 (100.00%) | 2.748s |
| refiner | gemini-3.5-flash-lite | true | 24/25 (96.00%) | 2.621s |
| adviser | gemini-3.5-flash-lite | true | 16/16 (100.00%) | 2.985s |
| reflector | gemini-3.1-flash-lite | false | 16/16 (100.00%) | 0.923s |
| searcher | gemini-3.1-flash-lite | false | 25/25 (100.00%) | 0.875s |
| enricher | gemini-3.1-flash-lite | false | 25/25 (100.00%) | 0.921s |
| coder | gemini-3.5-flash-lite | true | 25/25 (100.00%) | 2.387s |
| installer | gemini-3.5-flash-lite | true | 25/25 (100.00%) | 2.383s |
| pentester | gemini-3.5-flash-lite | true | 25/25 (100.00%) | 2.426s |

**Total**: 289/290 (99.66%) successful tests
**Overall average latency**: 1.991s

## Detailed Results

### simple (gemini-3.1-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.753s |  |
| Math Calculation | ✅ Pass | 0.815s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.826s |  |
| Count from 1 to 5 | ✅ Pass | 1.041s |  |
| Basic Echo Function | ✅ Pass | 1.041s |  |
| Text Transform Uppercase | ✅ Pass | 1.041s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.044s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.875s |  |
| Answer Stops At The Output Limit | ✅ Pass | 1.942s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.622s |  |
| Ask Advice Function | ✅ Pass | 0.633s |  |
| Search Query Function | ✅ Pass | 0.756s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.635s |  |
| Basic Context Memory Test | ✅ Pass | 0.695s |  |
| Function Argument Memory Test | ✅ Pass | 0.626s |  |
| Function Response Memory Test | ✅ Pass | 0.750s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.750s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 0.811s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 1.935s |  |
| Penetration Testing Methodology | ✅ Pass | 0.874s |  |
| SQL Injection Attack Type | ✅ Pass | 0.751s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.128s |  |
| Web Application Security Scanner | ✅ Pass | 0.662s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.821s |  |
| Penetration Testing Framework | ✅ Pass | 1.070s |  |

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

**Average latency**: 0.916s

---

### simple_json (gemini-3.1-flash-lite)

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Vulnerability Report Memory Test | ✅ Pass | 1.124s |  |
| Person Information JSON | ✅ Pass | 0.774s |  |
| Project Information JSON | ✅ Pass | 0.814s |  |
| User Profile JSON | ✅ Pass | 0.883s |  |
| JSON Array Response Without Schema | ✅ Pass | 1.009s |  |
| Streaming Person Information JSON Streaming | ✅ Pass | 0.838s |  |

#### 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 | 0.818s |  |

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

**Average latency**: 0.783s

---

### primary_agent (gemini-3.5-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.262s |  |
| Math Calculation | ✅ Pass | 2.168s |  |
| Basic Echo Function | ✅ Pass | 2.222s |  |
| Simple Math | ✅ Pass | 2.671s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.224s |  |
| Text Transform Uppercase | ✅ Pass | 2.864s |  |
| Count from 1 to 5 | ✅ Pass | 2.923s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.320s |  |
| Answer Stops At The Output Limit | ✅ Pass | 3.957s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Search Query Function Streaming | ✅ Pass | 1.011s |  |
| JSON Response Function | ✅ Pass | 1.871s |  |
| Ask Advice Function | ✅ Pass | 2.188s |  |
| Search Query Function | ✅ Pass | 2.440s |  |
| Basic Context Memory Test | ✅ Pass | 2.126s |  |
| Function Argument Memory Test | ✅ Pass | 2.193s |  |
| Function Response Memory Test | ✅ Pass | 2.958s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.638s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.032s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.435s |  |
| SQL Injection Attack Type | ✅ Pass | 2.890s |  |
| Penetration Testing Framework | ✅ Pass | 3.025s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.956s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.899s |  |
| Penetration Testing Methodology | ✅ Pass | 4.775s |  |
| Web Application Security Scanner | ✅ Pass | 4.148s |  |

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

**Average latency**: 2.728s

---

### assistant (gemini-3.5-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 2.198s |  |
| Basic Echo Function | ✅ Pass | 1.944s |  |
| Simple Math | ✅ Pass | 2.642s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.192s |  |
| Math Calculation | ✅ Pass | 2.264s |  |
| Answer Stops At The Output Limit | ✅ Pass | 3.152s |  |
| Count from 1 to 5 | ✅ Pass | 2.631s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.960s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.164s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Search Query Function Streaming | ✅ Pass | 0.631s |  |
| JSON Response Function | ✅ Pass | 1.714s |  |
| Search Query Function | ✅ Pass | 1.652s |  |
| Ask Advice Function | ✅ Pass | 1.653s |  |
| Basic Context Memory Test | ✅ Pass | 2.469s |  |
| Function Response Memory Test | ✅ Pass | 2.136s |  |
| Function Argument Memory Test | ✅ Pass | 2.759s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.509s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.755s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.503s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.471s |  |
| Penetration Testing Methodology | ✅ Pass | 3.397s |  |
| SQL Injection Attack Type | ✅ Pass | 2.449s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.073s |  |
| Web Application Security Scanner | ✅ Pass | 2.693s |  |
| Penetration Testing Framework | ✅ Pass | 3.513s |  |

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

**Average latency**: 2.341s

---

### generator (gemini-3.5-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 2.027s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.131s |  |
| Simple Math | ✅ Pass | 2.463s |  |
| Math Calculation | ✅ Pass | 2.077s |  |
| Basic Echo Function | ✅ Pass | 2.079s |  |
| Count from 1 to 5 | ✅ Pass | 2.776s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.584s |  |
| Answer Stops At The Output Limit | ✅ Pass | 3.420s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.393s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.816s |  |
| Search Query Function | ✅ Pass | 1.998s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.060s |  |
| Ask Advice Function | ✅ Pass | 2.757s |  |
| Function Argument Memory Test | ✅ Pass | 2.668s |  |
| Function Response Memory Test | ✅ Pass | 2.496s |  |
| Basic Context Memory Test | ✅ Pass | 2.858s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.436s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.015s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.752s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.337s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.053s |  |
| SQL Injection Attack Type | ✅ Pass | 3.438s |  |
| Web Application Security Scanner | ✅ Pass | 3.402s |  |
| Penetration Testing Methodology | ✅ Pass | 4.856s |  |
| Penetration Testing Framework | ✅ Pass | 4.802s |  |

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

**Average latency**: 2.748s

---

### refiner (gemini-3.5-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.196s |  |
| Simple Math | ✅ Pass | 2.329s |  |
| Text Transform Uppercase | ✅ Pass | 2.263s |  |
| Math Calculation | ✅ Pass | 1.819s |  |
| Count from 1 to 5 | ✅ Pass | 2.700s |  |
| Answer Stops At The Output Limit | ✅ Pass | 3.458s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.315s |  |
| Basic Echo Function | ✅ Pass | 2.573s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.124s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 2.372s |  |
| JSON Response Function | ✅ Pass | 2.394s |  |
| Ask Advice Function | ✅ Pass | 1.889s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.904s |  |
| Basic Context Memory Test | ✅ Pass | 2.490s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.271s |  |
| Function Argument Memory Test | ✅ Pass | 3.059s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.853s |  |
| Function Response Memory Test | ✅ Pass | 3.231s |  |
| Read a file, then edit it via unified diff | ❌ Fail | 4.205s | expected the second call to be edit\_file, got action="write\_file"; stop reason: STOP |
| Penetration Testing Methodology | ✅ Pass | 4.475s |  |
| Penetration Testing Framework | ✅ Pass | 2.757s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.147s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.250s |  |
| SQL Injection Attack Type | ✅ Pass | 3.204s |  |
| Web Application Security Scanner | ✅ Pass | 3.234s |  |

**Summary**: 24/25 (96.00%) successful tests

**Average latency**: 2.621s

---

### adviser (gemini-3.5-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.018s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.268s |  |
| Text Transform Uppercase | ✅ Pass | 2.460s |  |
| Math Calculation | ✅ Pass | 1.831s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.014s |  |
| Answer Stops At The Output Limit | ✅ Pass | 3.139s |  |
| Count from 1 to 5 | ✅ Pass | 3.017s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Basic Context Memory Test | ✅ Pass | 2.206s |  |
| Function Argument Memory Test | ✅ Pass | 2.534s |  |
| Function Response Memory Test | ✅ Pass | 3.258s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 3.035s |  |
| Penetration Testing Methodology | ✅ Pass | 4.530s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.153s |  |
| Penetration Testing Framework | ✅ Pass | 3.959s |  |
| SQL Injection Attack Type | ✅ Pass | 4.224s |  |
| Web Application Security Scanner | ✅ Pass | 4.107s |  |

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

**Average latency**: 2.985s

---

### reflector (gemini-3.1-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 0.683s |  |
| Simple Math | ✅ Pass | 0.877s |  |
| Answer Stops At The Output Limit | ✅ Pass | 2.263s |  |
| Count from 1 to 5 | ✅ Pass | 0.806s |  |
| Math Calculation | ✅ Pass | 0.997s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.686s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.807s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Function Argument Memory Test | ✅ Pass | 0.626s |  |
| Basic Context Memory Test | ✅ Pass | 0.759s |  |
| Function Response Memory Test | ✅ Pass | 0.705s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.960s |  |
| Penetration Testing Methodology | ✅ Pass | 0.902s |  |
| SQL Injection Attack Type | ✅ Pass | 0.703s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.265s |  |
| Web Application Security Scanner | ✅ Pass | 0.826s |  |
| Penetration Testing Framework | ✅ Pass | 0.892s |  |

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

**Average latency**: 0.923s

---

### searcher (gemini-3.1-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.752s |  |
| Text Transform Uppercase | ✅ Pass | 0.750s |  |
| Count from 1 to 5 | ✅ Pass | 0.750s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.754s |  |
| Math Calculation | ✅ Pass | 0.825s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.701s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.625s |  |
| Basic Echo Function | ✅ Pass | 0.941s |  |
| Answer Stops At The Output Limit | ✅ Pass | 2.008s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 0.698s |  |
| JSON Response Function | ✅ Pass | 0.896s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.724s |  |
| Ask Advice Function | ✅ Pass | 1.076s |  |
| Basic Context Memory Test | ✅ Pass | 0.688s |  |
| Function Argument Memory Test | ✅ Pass | 0.628s |  |
| Function Response Memory Test | ✅ Pass | 0.681s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 0.879s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.858s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 1.688s |  |
| Penetration Testing Methodology | ✅ Pass | 0.748s |  |
| SQL Injection Attack Type | ✅ Pass | 0.558s |  |
| Penetration Testing Framework | ✅ Pass | 0.816s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.618s |  |
| Web Application Security Scanner | ✅ Pass | 0.826s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.372s |  |

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

**Average latency**: 0.875s

---

### enricher (gemini-3.1-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.816s |  |
| Text Transform Uppercase | ✅ Pass | 0.691s |  |
| Math Calculation | ✅ Pass | 0.682s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.628s |  |
| Count from 1 to 5 | ✅ Pass | 0.747s |  |
| Basic Echo Function | ✅ Pass | 0.881s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.627s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.763s |  |
| Answer Stops At The Output Limit | ✅ Pass | 2.021s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 0.687s |  |
| JSON Response Function | ✅ Pass | 0.921s |  |
| Ask Advice Function | ✅ Pass | 0.692s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.943s |  |
| Function Argument Memory Test | ✅ Pass | 0.750s |  |
| Basic Context Memory Test | ✅ Pass | 1.012s |  |
| Function Response Memory Test | ✅ Pass | 0.735s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 0.821s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.818s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 1.672s |  |
| SQL Injection Attack Type | ✅ Pass | 0.885s |  |
| Penetration Testing Methodology | ✅ Pass | 1.259s |  |
| Web Application Security Scanner | ✅ Pass | 0.752s |  |
| Penetration Testing Framework | ✅ Pass | 0.933s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.264s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.001s |  |

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

**Average latency**: 0.921s

---

### coder (gemini-3.5-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.148s |  |
| Simple Math | ✅ Pass | 2.161s |  |
| Text Transform Uppercase | ✅ Pass | 2.100s |  |
| Basic Echo Function | ✅ Pass | 1.723s |  |
| Math Calculation | ✅ Pass | 2.043s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.925s |  |
| Count from 1 to 5 | ✅ Pass | 2.551s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.826s |  |
| Answer Stops At The Output Limit | ✅ Pass | 3.305s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Search Query Function Streaming | ✅ Pass | 0.818s |  |
| JSON Response Function | ✅ Pass | 1.636s |  |
| Ask Advice Function | ✅ Pass | 1.828s |  |
| Search Query Function | ✅ Pass | 2.462s |  |
| Function Argument Memory Test | ✅ Pass | 2.290s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.459s |  |
| Basic Context Memory Test | ✅ Pass | 2.713s |  |
| Function Response Memory Test | ✅ Pass | 3.020s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.521s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.767s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.117s |  |
| Web Application Security Scanner | ✅ Pass | 2.389s |  |
| Penetration Testing Framework | ✅ Pass | 2.570s |  |
| SQL Injection Attack Type | ✅ Pass | 2.884s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.520s |  |
| Penetration Testing Methodology | ✅ Pass | 3.882s |  |

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

**Average latency**: 2.387s

---

### installer (gemini-3.5-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 2.014s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.123s |  |
| Simple Math | ✅ Pass | 2.398s |  |
| Math Calculation | ✅ Pass | 2.190s |  |
| Count from 1 to 5 | ✅ Pass | 2.452s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.883s |  |
| Basic Echo Function | ✅ Pass | 2.269s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.192s |  |
| Answer Stops At The Output Limit | ✅ Pass | 3.522s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.963s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.753s |  |
| Search Query Function | ✅ Pass | 2.197s |  |
| Ask Advice Function | ✅ Pass | 1.691s |  |
| Basic Context Memory Test | ✅ Pass | 2.070s |  |
| Function Argument Memory Test | ✅ Pass | 2.821s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.761s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.825s |  |
| Function Response Memory Test | ✅ Pass | 2.940s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.758s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.943s |  |
| Penetration Testing Methodology | ✅ Pass | 3.694s |  |
| SQL Injection Attack Type | ✅ Pass | 2.253s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.810s |  |
| Web Application Security Scanner | ✅ Pass | 2.512s |  |
| Penetration Testing Framework | ✅ Pass | 3.521s |  |

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

**Average latency**: 2.383s

---

### pentester (gemini-3.5-flash-lite)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.953s |  |
| Basic Echo Function | ✅ Pass | 1.627s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.015s |  |
| Math Calculation | ✅ Pass | 2.011s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.684s |  |
| Text Transform Uppercase | ✅ Pass | 2.576s |  |
| Answer Stops At The Output Limit | ✅ Pass | 3.149s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.272s |  |
| Count from 1 to 5 | ✅ Pass | 2.904s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.821s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.745s |  |
| Ask Advice Function | ✅ Pass | 1.880s |  |
| Search Query Function | ✅ Pass | 2.447s |  |
| Basic Context Memory Test | ✅ Pass | 1.756s |  |
| Function Argument Memory Test | ✅ Pass | 2.128s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.303s |  |
| Function Response Memory Test | ✅ Pass | 2.932s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.196s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.134s |  |
| SQL Injection Attack Type | ✅ Pass | 2.590s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.963s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.334s |  |
| Web Application Security Scanner | ✅ Pass | 2.850s |  |
| Penetration Testing Framework | ✅ Pass | 3.840s |  |
| Penetration Testing Methodology | ✅ Pass | 4.521s |  |

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

**Average latency**: 2.426s

---