# LLM Agent Testing Report

Generated: Thu, 23 Jul 2026 14:01:26 UTC

## Overall Results

| Agent | Model | Reasoning | Success Rate | Average Latency |
|-------|-------|-----------|--------------|-----------------|
| simple | gpt-4.1-mini | false | 24/24 (100.00%) | 1.125s |
| simple_json | gpt-4.1-mini | false | 7/7 (100.00%) | 1.248s |
| primary_agent | o3-mini | true | 24/24 (100.00%) | 1.538s |
| assistant | o3-mini | true | 23/24 (95.83%) | 2.135s |
| generator | o3-mini | true | 24/24 (100.00%) | 2.359s |
| refiner | gpt-4.1 | false | 24/24 (100.00%) | 1.136s |
| adviser | o3-mini | true | 24/24 (100.00%) | 2.425s |
| reflector | o3-mini | true | 24/24 (100.00%) | 2.018s |
| searcher | gpt-4.1-mini | false | 24/24 (100.00%) | 1.491s |
| enricher | gpt-4.1-mini | false | 24/24 (100.00%) | 1.101s |
| coder | gpt-4.1 | false | 24/24 (100.00%) | 1.090s |
| installer | gpt-4.1 | false | 24/24 (100.00%) | 1.192s |
| pentester | o3-mini | true | 23/24 (95.83%) | 1.392s |

**Total**: 293/295 (99.32%) successful tests
**Overall average latency**: 1.576s

## Detailed Results

### simple (gpt-4.1-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.352s |  |
| Text Transform Uppercase | ✅ Pass | 0.810s |  |
| Count from 1 to 5 | ✅ Pass | 0.572s |  |
| Math Calculation | ✅ Pass | 0.526s |  |
| Basic Echo Function | ✅ Pass | 0.980s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.735s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.845s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.065s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.985s |  |
| Search Query Function | ✅ Pass | 0.950s |  |
| Ask Advice Function | ✅ Pass | 1.058s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.741s |  |
| Basic Context Memory Test | ✅ Pass | 0.743s |  |
| Function Argument Memory Test | ✅ Pass | 0.867s |  |
| Function Response Memory Test | ✅ Pass | 0.556s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.461s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.729s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.892s |  |
| Penetration Testing Methodology | ✅ Pass | 1.063s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.046s |  |
| SQL Injection Attack Type | ✅ Pass | 0.789s |  |
| Penetration Testing Framework | ✅ Pass | 0.923s |  |
| Web Application Security Scanner | ✅ Pass | 1.040s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.268s |  |

**Summary**: 24/24 (100.00%) successful tests

**Average latency**: 1.125s

---

### simple_json (gpt-4.1-mini)

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Vulnerability Report Memory Test | ✅ Pass | 1.547s |  |
| Project Information JSON | ✅ Pass | 0.996s |  |
| User Profile JSON | ✅ Pass | 1.236s |  |
| Person Information JSON | ✅ Pass | 1.343s |  |
| Streaming Person Information JSON Streaming | ✅ Pass | 1.012s |  |
| JSON Array Response Without Schema | ✅ Pass | 1.777s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Structured Output With JSON Schema | structured_output | ✅ Pass | 0.822s |  |

**Summary**: 7/7 (100.00%) successful tests

**Average latency**: 1.248s

---

### primary_agent (o3-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.273s |  |
| Text Transform Uppercase | ✅ Pass | 0.927s |  |
| Count from 1 to 5 | ✅ Pass | 1.382s |  |
| Math Calculation | ✅ Pass | 0.754s |  |
| Basic Echo Function | ✅ Pass | 0.955s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.388s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.855s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.404s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.122s |  |
| Search Query Function | ✅ Pass | 1.488s |  |
| Ask Advice Function | ✅ Pass | 1.547s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.168s |  |
| Basic Context Memory Test | ✅ Pass | 1.456s |  |
| Function Argument Memory Test | ✅ Pass | 1.237s |  |
| Function Response Memory Test | ✅ Pass | 0.945s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.739s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.114s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.412s |  |
| Penetration Testing Methodology | ✅ Pass | 1.630s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.166s |  |
| SQL Injection Attack Type | ✅ Pass | 2.493s |  |
| Penetration Testing Framework | ✅ Pass | 1.705s |  |
| Web Application Security Scanner | ✅ Pass | 2.348s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.396s |  |

**Summary**: 24/24 (100.00%) successful tests

**Average latency**: 1.538s

---

### assistant (o3-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.883s |  |
| Text Transform Uppercase | ✅ Pass | 1.371s |  |
| Count from 1 to 5 | ✅ Pass | 1.620s |  |
| Math Calculation | ✅ Pass | 1.671s |  |
| Basic Echo Function | ✅ Pass | 1.565s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.021s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.551s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.436s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.148s |  |
| Search Query Function | ✅ Pass | 1.201s |  |
| Ask Advice Function | ✅ Pass | 1.688s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 3.910s |  |
| Function Argument Memory Test | ✅ Pass | 1.419s |  |
| Function Response Memory Test | ✅ Pass | 1.205s |  |
| Basic Context Memory Test | ✅ Pass | 6.839s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.682s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.122s |  |
| Read a file, then edit it via unified diff | ❌ Fail | 2.188s | expected the first call to be read\_file, got action="edit\_file" |
| Penetration Testing Methodology | ✅ Pass | 2.388s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.516s |  |
| SQL Injection Attack Type | ✅ Pass | 2.124s |  |
| Penetration Testing Framework | ✅ Pass | 2.319s |  |
| Web Application Security Scanner | ✅ Pass | 2.368s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.001s |  |

**Summary**: 23/24 (95.83%) successful tests

**Average latency**: 2.135s

---

### generator (o3-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 3.148s |  |
| Text Transform Uppercase | ✅ Pass | 1.903s |  |
| Count from 1 to 5 | ✅ Pass | 1.631s |  |
| Math Calculation | ✅ Pass | 1.127s |  |
| Basic Echo Function | ✅ Pass | 1.430s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.430s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.397s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.260s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.305s |  |
| Search Query Function | ✅ Pass | 1.771s |  |
| Ask Advice Function | ✅ Pass | 1.206s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.727s |  |
| Basic Context Memory Test | ✅ Pass | 1.504s |  |
| Function Response Memory Test | ✅ Pass | 1.381s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.323s |  |
| Function Argument Memory Test | ✅ Pass | 7.217s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.352s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 7.915s |  |
| Penetration Testing Methodology | ✅ Pass | 3.334s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.136s |  |
| SQL Injection Attack Type | ✅ Pass | 3.268s |  |
| Penetration Testing Framework | ✅ Pass | 1.594s |  |
| Web Application Security Scanner | ✅ Pass | 1.956s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.297s |  |

**Summary**: 24/24 (100.00%) successful tests

**Average latency**: 2.359s

---

### refiner (gpt-4.1)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 3.127s |  |
| Text Transform Uppercase | ✅ Pass | 0.854s |  |
| Count from 1 to 5 | ✅ Pass | 0.921s |  |
| Math Calculation | ✅ Pass | 0.599s |  |
| Basic Echo Function | ✅ Pass | 0.787s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.835s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.686s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.923s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.094s |  |
| Search Query Function | ✅ Pass | 1.007s |  |
| Ask Advice Function | ✅ Pass | 0.795s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.574s |  |
| Basic Context Memory Test | ✅ Pass | 0.887s |  |
| Function Argument Memory Test | ✅ Pass | 1.092s |  |
| Function Response Memory Test | ✅ Pass | 0.750s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.222s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.077s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.805s |  |
| Penetration Testing Methodology | ✅ Pass | 0.930s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.961s |  |
| SQL Injection Attack Type | ✅ Pass | 0.697s |  |
| Penetration Testing Framework | ✅ Pass | 0.921s |  |
| Web Application Security Scanner | ✅ Pass | 0.766s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.931s |  |

**Summary**: 24/24 (100.00%) successful tests

**Average latency**: 1.136s

---

### adviser (o3-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.854s |  |
| Text Transform Uppercase | ✅ Pass | 1.580s |  |
| Count from 1 to 5 | ✅ Pass | 1.507s |  |
| Math Calculation | ✅ Pass | 1.288s |  |
| Basic Echo Function | ✅ Pass | 1.047s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.252s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.216s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.517s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.046s |  |
| Search Query Function | ✅ Pass | 1.199s |  |
| Ask Advice Function | ✅ Pass | 1.455s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.975s |  |
| Basic Context Memory Test | ✅ Pass | 2.491s |  |
| Function Argument Memory Test | ✅ Pass | 1.167s |  |
| Function Response Memory Test | ✅ Pass | 1.107s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.411s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.286s |  |
| Penetration Testing Methodology | ✅ Pass | 1.978s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 15.972s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.418s |  |
| SQL Injection Attack Type | ✅ Pass | 2.451s |  |
| Penetration Testing Framework | ✅ Pass | 2.078s |  |
| Web Application Security Scanner | ✅ Pass | 2.585s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.321s |  |

**Summary**: 24/24 (100.00%) successful tests

**Average latency**: 2.425s

---

### reflector (o3-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 4.059s |  |
| Text Transform Uppercase | ✅ Pass | 2.572s |  |
| Count from 1 to 5 | ✅ Pass | 1.482s |  |
| Math Calculation | ✅ Pass | 1.047s |  |
| Basic Echo Function | ✅ Pass | 1.414s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.626s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.106s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.268s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.897s |  |
| Search Query Function | ✅ Pass | 1.714s |  |
| Ask Advice Function | ✅ Pass | 1.650s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.901s |  |
| Basic Context Memory Test | ✅ Pass | 1.388s |  |
| Function Argument Memory Test | ✅ Pass | 1.074s |  |
| Function Response Memory Test | ✅ Pass | 1.172s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.452s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.427s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 5.565s |  |
| Penetration Testing Methodology | ✅ Pass | 2.198s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.768s |  |
| SQL Injection Attack Type | ✅ Pass | 2.052s |  |
| Penetration Testing Framework | ✅ Pass | 1.360s |  |
| Web Application Security Scanner | ✅ Pass | 1.889s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.342s |  |

**Summary**: 24/24 (100.00%) successful tests

**Average latency**: 2.018s

---

### searcher (gpt-4.1-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.653s |  |
| Text Transform Uppercase | ✅ Pass | 1.217s |  |
| Math Calculation | ✅ Pass | 0.538s |  |
| Count from 1 to 5 | ✅ Pass | 4.304s |  |
| Basic Echo Function | ✅ Pass | 0.898s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.718s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.637s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.408s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.328s |  |
| Search Query Function | ✅ Pass | 1.137s |  |
| Ask Advice Function | ✅ Pass | 1.124s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.672s |  |
| Basic Context Memory Test | ✅ Pass | 0.982s |  |
| Function Argument Memory Test | ✅ Pass | 0.726s |  |
| Function Response Memory Test | ✅ Pass | 0.589s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.775s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.597s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 5.608s |  |
| Penetration Testing Methodology | ✅ Pass | 1.062s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.697s |  |
| SQL Injection Attack Type | ✅ Pass | 0.712s |  |
| Penetration Testing Framework | ✅ Pass | 0.950s |  |
| Web Application Security Scanner | ✅ Pass | 1.121s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.309s |  |

**Summary**: 24/24 (100.00%) successful tests

**Average latency**: 1.491s

---

### enricher (gpt-4.1-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.906s |  |
| Text Transform Uppercase | ✅ Pass | 0.924s |  |
| Count from 1 to 5 | ✅ Pass | 0.756s |  |
| Math Calculation | ✅ Pass | 0.769s |  |
| Basic Echo Function | ✅ Pass | 1.063s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.619s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.556s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.273s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.995s |  |
| Search Query Function | ✅ Pass | 0.782s |  |
| Ask Advice Function | ✅ Pass | 1.336s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.768s |  |
| Basic Context Memory Test | ✅ Pass | 0.834s |  |
| Function Argument Memory Test | ✅ Pass | 0.612s |  |
| Function Response Memory Test | ✅ Pass | 0.698s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.485s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.676s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.228s |  |
| Penetration Testing Methodology | ✅ Pass | 1.038s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.831s |  |
| SQL Injection Attack Type | ✅ Pass | 0.975s |  |
| Penetration Testing Framework | ✅ Pass | 0.937s |  |
| Web Application Security Scanner | ✅ Pass | 1.424s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.916s |  |

**Summary**: 24/24 (100.00%) successful tests

**Average latency**: 1.101s

---

### coder (gpt-4.1)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.828s |  |
| Text Transform Uppercase | ✅ Pass | 0.856s |  |
| Count from 1 to 5 | ✅ Pass | 0.930s |  |
| Math Calculation | ✅ Pass | 0.617s |  |
| Basic Echo Function | ✅ Pass | 0.743s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.584s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.661s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.033s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.146s |  |
| Search Query Function | ✅ Pass | 1.128s |  |
| Ask Advice Function | ✅ Pass | 0.960s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 2.265s |  |
| Basic Context Memory Test | ✅ Pass | 0.779s |  |
| Function Argument Memory Test | ✅ Pass | 0.584s |  |
| Function Response Memory Test | ✅ Pass | 1.038s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.155s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.005s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.478s |  |
| Penetration Testing Methodology | ✅ Pass | 1.631s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.536s |  |
| SQL Injection Attack Type | ✅ Pass | 0.665s |  |
| Penetration Testing Framework | ✅ Pass | 0.921s |  |
| Web Application Security Scanner | ✅ Pass | 0.727s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.890s |  |

**Summary**: 24/24 (100.00%) successful tests

**Average latency**: 1.090s

---

### installer (gpt-4.1)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.566s |  |
| Text Transform Uppercase | ✅ Pass | 0.781s |  |
| Count from 1 to 5 | ✅ Pass | 0.812s |  |
| Math Calculation | ✅ Pass | 0.761s |  |
| Basic Echo Function | ✅ Pass | 1.194s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.725s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.017s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.138s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.743s |  |
| Search Query Function | ✅ Pass | 1.143s |  |
| Ask Advice Function | ✅ Pass | 1.276s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.655s |  |
| Basic Context Memory Test | ✅ Pass | 0.874s |  |
| Function Argument Memory Test | ✅ Pass | 0.585s |  |
| Function Response Memory Test | ✅ Pass | 0.579s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.199s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.769s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.397s |  |
| Penetration Testing Methodology | ✅ Pass | 0.988s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.887s |  |
| Penetration Testing Framework | ✅ Pass | 1.089s |  |
| SQL Injection Attack Type | ✅ Pass | 3.809s |  |
| Web Application Security Scanner | ✅ Pass | 0.892s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.718s |  |

**Summary**: 24/24 (100.00%) successful tests

**Average latency**: 1.192s

---

### pentester (o3-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.192s |  |
| Text Transform Uppercase | ✅ Pass | 1.077s |  |
| Count from 1 to 5 | ✅ Pass | 1.850s |  |
| Math Calculation | ✅ Pass | 0.896s |  |
| Basic Echo Function | ✅ Pass | 0.810s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.987s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.940s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 3.016s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.926s |  |
| Search Query Function | ✅ Pass | 0.849s |  |
| Ask Advice Function | ✅ Pass | 1.222s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.960s |  |
| Basic Context Memory Test | ✅ Pass | 1.939s |  |
| Function Argument Memory Test | ✅ Pass | 0.804s |  |
| Function Response Memory Test | ✅ Pass | 0.827s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.353s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.153s |  |
| Read a file, then edit it via unified diff | ❌ Fail | 2.900s | expected the first call to be read\_file, got action="edit\_file" |
| Penetration Testing Methodology | ✅ Pass | 1.118s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.815s |  |
| SQL Injection Attack Type | ✅ Pass | 2.276s |  |
| Penetration Testing Framework | ✅ Pass | 1.421s |  |
| Web Application Security Scanner | ✅ Pass | 0.949s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.125s |  |

**Summary**: 23/24 (95.83%) successful tests

**Average latency**: 1.392s

---