# LLM Agent Testing Report

Generated: Thu, 24 Sep 2026 21:36:36 UTC

## Overall Results

| Agent | Model | Reasoning | Success Rate | Average Latency |
|-------|-------|-----------|--------------|-----------------|
| simple | qwen3.6-flash | true | 25/25 (100.00%) | 4.036s |
| simple_json | qwen3.6-flash | true | 8/8 (100.00%) | 4.661s |
| primary_agent | deepseek-v4.1-flash | true | 25/25 (100.00%) | 0.445s |
| assistant | deepseek-v4.1-flash | true | 25/25 (100.00%) | 0.365s |
| generator | deepseek-v4-pro | true | 25/25 (100.00%) | 4.895s |
| refiner | deepseek-v4-pro | true | 25/25 (100.00%) | 4.816s |
| adviser | deepseek-v4-pro | true | 16/16 (100.00%) | 5.506s |
| reflector | qwen3.6-flash | true | 16/16 (100.00%) | 4.939s |
| searcher | qwen3.6-flash | true | 25/25 (100.00%) | 4.423s |
| enricher | qwen3.6-flash | true | 25/25 (100.00%) | 2.024s |
| coder | deepseek-v4.1-flash | true | 25/25 (100.00%) | 0.410s |
| installer | deepseek-v4.1-flash | true | 25/25 (100.00%) | 0.473s |
| pentester | deepseek-v4.1-flash | true | 25/25 (100.00%) | 0.528s |

**Total**: 290/290 (100.00%) successful tests
**Overall average latency**: 2.637s

## Detailed Results

### simple (qwen3.6-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Math Calculation | ✅ Pass | 1.663s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.773s |  |
| Basic Echo Function | ✅ Pass | 1.873s |  |
| Simple Math | ✅ Pass | 1.981s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.119s |  |
| Count from 1 to 5 | ✅ Pass | 2.156s |  |
| Text Transform Uppercase | ✅ Pass | 2.501s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.894s |  |
| Answer Stops At The Output Limit | ✅ Pass | 34.420s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.397s |  |
| Search Query Function | ✅ Pass | 1.267s |  |
| Ask Advice Function | ✅ Pass | 1.279s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.522s |  |
| Function Argument Memory Test | ✅ Pass | 1.873s |  |
| Basic Context Memory Test | ✅ Pass | 2.137s |  |
| Function Response Memory Test | ✅ Pass | 1.033s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.759s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 4.779s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.338s |  |
| SQL Injection Attack Type | ✅ Pass | 3.959s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.186s |  |
| Penetration Testing Methodology | ✅ Pass | 5.237s |  |
| Penetration Testing Framework | ✅ Pass | 5.403s |  |
| Vulnerability Assessment Tools | ✅ Pass | 7.659s |  |
| Web Application Security Scanner | ✅ Pass | 6.669s |  |

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

**Average latency**: 4.036s

---

### simple_json (qwen3.6-flash)

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Vulnerability Report Memory Test | ✅ Pass | 3.028s |  |
| Person Information JSON | ✅ Pass | 5.970s |  |
| Project Information JSON | ✅ Pass | 5.782s |  |
| User Profile JSON | ✅ Pass | 6.000s |  |
| JSON Array Response Without Schema | ✅ Pass | 6.405s |  |
| Streaming Person Information JSON Streaming | ✅ Pass | 3.324s |  |

#### 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 | 6.778s |  |

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

**Average latency**: 4.661s

---

### primary_agent (deepseek-v4.1-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.276s |  |
| Simple Math | ✅ Pass | 0.278s |  |
| Text Transform Uppercase | ✅ Pass | 0.204s |  |
| Count from 1 to 5 | ✅ Pass | 0.172s |  |
| Math Calculation | ✅ Pass | 0.185s |  |
| Basic Echo Function | ✅ Pass | 0.187s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.190s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.186s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.171s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.183s |  |
| Search Query Function | ✅ Pass | 0.182s |  |
| Ask Advice Function | ✅ Pass | 0.175s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.188s |  |
| Basic Context Memory Test | ✅ Pass | 0.202s |  |
| Function Argument Memory Test | ✅ Pass | 1.065s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.379s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.175s |  |
| Function Response Memory Test | ✅ Pass | 3.262s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 0.351s |  |
| Penetration Testing Methodology | ✅ Pass | 0.191s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.186s |  |
| SQL Injection Attack Type | ✅ Pass | 0.186s |  |
| Penetration Testing Framework | ✅ Pass | 0.174s |  |
| Web Application Security Scanner | ✅ Pass | 0.174s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.178s |  |

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

**Average latency**: 0.445s

---

### assistant (deepseek-v4.1-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.175s |  |
| Simple Math | ✅ Pass | 0.183s |  |
| Text Transform Uppercase | ✅ Pass | 0.185s |  |
| Count from 1 to 5 | ✅ Pass | 0.202s |  |
| Math Calculation | ✅ Pass | 0.195s |  |
| Basic Echo Function | ✅ Pass | 0.189s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.190s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.191s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.189s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.191s |  |
| Search Query Function | ✅ Pass | 0.180s |  |
| Ask Advice Function | ✅ Pass | 0.174s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.214s |  |
| Basic Context Memory Test | ✅ Pass | 0.172s |  |
| Function Argument Memory Test | ✅ Pass | 1.075s |  |
| Function Response Memory Test | ✅ Pass | 1.159s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.802s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.032s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 0.359s |  |
| Penetration Testing Methodology | ✅ Pass | 0.179s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.171s |  |
| SQL Injection Attack Type | ✅ Pass | 0.172s |  |
| Penetration Testing Framework | ✅ Pass | 0.173s |  |
| Web Application Security Scanner | ✅ Pass | 0.179s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.184s |  |

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

**Average latency**: 0.365s

---

### generator (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Math Calculation | ✅ Pass | 2.014s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.251s |  |
| Text Transform Uppercase | ✅ Pass | 2.398s |  |
| Simple Math | ✅ Pass | 2.697s |  |
| Basic Echo Function | ✅ Pass | 2.564s |  |
| Count from 1 to 5 | ✅ Pass | 2.891s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.444s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.617s |  |
| Answer Stops At The Output Limit | ✅ Pass | 38.434s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.909s |  |
| Search Query Function | ✅ Pass | 2.952s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 3.085s |  |
| Ask Advice Function | ✅ Pass | 3.255s |  |
| Function Argument Memory Test | ✅ Pass | 2.488s |  |
| Function Response Memory Test | ✅ Pass | 2.593s |  |
| Basic Context Memory Test | ✅ Pass | 3.587s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.752s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 4.463s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 8.599s |  |
| SQL Injection Attack Type | ✅ Pass | 3.052s |  |
| Web Application Security Scanner | ✅ Pass | 2.668s |  |
| Penetration Testing Framework | ✅ Pass | 4.282s |  |
| Penetration Testing Methodology | ✅ Pass | 5.527s |  |
| Penetration Testing Tool Selection | ✅ Pass | 3.487s |  |
| Vulnerability Assessment Tools | ✅ Pass | 8.355s |  |

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

**Average latency**: 4.895s

---

### refiner (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 2.098s |  |
| Simple Math | ✅ Pass | 2.240s |  |
| Count from 1 to 5 | ✅ Pass | 2.959s |  |
| Math Calculation | ✅ Pass | 2.459s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.270s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.473s |  |
| Basic Echo Function | ✅ Pass | 2.976s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 3.131s |  |
| Answer Stops At The Output Limit | ✅ Pass | 37.894s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 3.253s |  |
| Search Query Function | ✅ Pass | 2.860s |  |
| Ask Advice Function | ✅ Pass | 3.151s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 3.234s |  |
| Function Argument Memory Test | ✅ Pass | 2.201s |  |
| Basic Context Memory Test | ✅ Pass | 3.360s |  |
| Function Response Memory Test | ✅ Pass | 2.393s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.554s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 5.153s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 8.596s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.236s |  |
| SQL Injection Attack Type | ✅ Pass | 3.242s |  |
| Web Application Security Scanner | ✅ Pass | 3.363s |  |
| Penetration Testing Methodology | ✅ Pass | 5.412s |  |
| Penetration Testing Tool Selection | ✅ Pass | 4.122s |  |
| Penetration Testing Framework | ✅ Pass | 5.761s |  |

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

**Average latency**: 4.816s

---

### adviser (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.563s |  |
| Text Transform Uppercase | ✅ Pass | 2.611s |  |
| Count from 1 to 5 | ✅ Pass | 2.436s |  |
| Math Calculation | ✅ Pass | 2.575s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.611s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.721s |  |
| Answer Stops At The Output Limit | ✅ Pass | 37.543s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Function Argument Memory Test | ✅ Pass | 2.603s |  |
| Basic Context Memory Test | ✅ Pass | 3.501s |  |
| Function Response Memory Test | ✅ Pass | 2.622s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.873s |  |
| Penetration Testing Methodology | ✅ Pass | 4.078s |  |
| Web Application Security Scanner | ✅ Pass | 2.632s |  |
| SQL Injection Attack Type | ✅ Pass | 3.766s |  |
| Penetration Testing Framework | ✅ Pass | 4.184s |  |
| Vulnerability Assessment Tools | ✅ Pass | 8.769s |  |

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

**Average latency**: 5.506s

---

### reflector (qwen3.6-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.581s |  |
| Math Calculation | ✅ Pass | 1.543s |  |
| Text Transform Uppercase | ✅ Pass | 2.471s |  |
| Count from 1 to 5 | ✅ Pass | 2.436s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.540s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.735s |  |
| Answer Stops At The Output Limit | ✅ Pass | 35.745s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Basic Context Memory Test | ✅ Pass | 2.094s |  |
| Function Argument Memory Test | ✅ Pass | 1.553s |  |
| Function Response Memory Test | ✅ Pass | 2.463s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.082s |  |
| SQL Injection Attack Type | ✅ Pass | 2.363s |  |
| Penetration Testing Methodology | ✅ Pass | 4.835s |  |
| Web Application Security Scanner | ✅ Pass | 4.791s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.381s |  |
| Penetration Testing Framework | ✅ Pass | 5.406s |  |

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

**Average latency**: 4.939s

---

### searcher (qwen3.6-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.180s |  |
| Text Transform Uppercase | ✅ Pass | 0.171s |  |
| Count from 1 to 5 | ✅ Pass | 0.178s |  |
| Math Calculation | ✅ Pass | 0.176s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.172s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.177s |  |
| Basic Echo Function | ✅ Pass | 1.256s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.495s |  |
| Answer Stops At The Output Limit | ✅ Pass | 64.922s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Basic Context Memory Test | ✅ Pass | 0.197s |  |
| Function Argument Memory Test | ✅ Pass | 1.052s |  |
| JSON Response Function | ✅ Pass | 1.950s |  |
| Search Query Function | ✅ Pass | 1.442s |  |
| Ask Advice Function | ✅ Pass | 1.546s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.643s |  |
| Function Response Memory Test | ✅ Pass | 1.223s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.796s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.916s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.697s |  |
| SQL Injection Attack Type | ✅ Pass | 0.180s |  |
| Penetration Testing Methodology | ✅ Pass | 4.381s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.415s |  |
| Web Application Security Scanner | ✅ Pass | 4.321s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.114s |  |
| Penetration Testing Framework | ✅ Pass | 7.960s |  |

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

**Average latency**: 4.423s

---

### enricher (qwen3.6-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.179s |  |
| Text Transform Uppercase | ✅ Pass | 0.180s |  |
| Count from 1 to 5 | ✅ Pass | 0.179s |  |
| Math Calculation | ✅ Pass | 0.171s |  |
| Basic Echo Function | ✅ Pass | 0.170s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.170s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.181s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.184s |  |
| Answer Stops At The Output Limit | ✅ Pass | 36.049s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.181s |  |
| Search Query Function | ✅ Pass | 0.173s |  |
| Ask Advice Function | ✅ Pass | 0.198s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.178s |  |
| Basic Context Memory Test | ✅ Pass | 0.175s |  |
| Function Argument Memory Test | ✅ Pass | 1.161s |  |
| Function Response Memory Test | ✅ Pass | 1.389s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.446s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.673s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.092s |  |
| Penetration Testing Methodology | ✅ Pass | 0.182s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.176s |  |
| SQL Injection Attack Type | ✅ Pass | 0.178s |  |
| Penetration Testing Framework | ✅ Pass | 0.176s |  |
| Web Application Security Scanner | ✅ Pass | 0.174s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.561s |  |

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

**Average latency**: 2.024s

---

### coder (deepseek-v4.1-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.191s |  |
| Simple Math | ✅ Pass | 0.181s |  |
| Text Transform Uppercase | ✅ Pass | 0.197s |  |
| Count from 1 to 5 | ✅ Pass | 0.182s |  |
| Math Calculation | ✅ Pass | 0.181s |  |
| Basic Echo Function | ✅ Pass | 0.183s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.184s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.182s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.180s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.180s |  |
| Search Query Function | ✅ Pass | 0.182s |  |
| Ask Advice Function | ✅ Pass | 0.179s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.189s |  |
| Basic Context Memory Test | ✅ Pass | 0.180s |  |
| Function Response Memory Test | ✅ Pass | 1.068s |  |
| Function Argument Memory Test | ✅ Pass | 1.124s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.797s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.228s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 0.379s |  |
| Penetration Testing Methodology | ✅ Pass | 0.184s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.168s |  |
| SQL Injection Attack Type | ✅ Pass | 0.177s |  |
| Penetration Testing Framework | ✅ Pass | 0.180s |  |
| Web Application Security Scanner | ✅ Pass | 0.176s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.183s |  |

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

**Average latency**: 0.410s

---

### installer (deepseek-v4.1-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.175s |  |
| Simple Math | ✅ Pass | 0.185s |  |
| Text Transform Uppercase | ✅ Pass | 0.181s |  |
| Count from 1 to 5 | ✅ Pass | 0.182s |  |
| Math Calculation | ✅ Pass | 0.178s |  |
| Basic Echo Function | ✅ Pass | 0.191s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.179s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.187s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.187s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.171s |  |
| Search Query Function | ✅ Pass | 0.179s |  |
| Ask Advice Function | ✅ Pass | 0.177s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.187s |  |
| Basic Context Memory Test | ✅ Pass | 0.280s |  |
| Function Response Memory Test | ✅ Pass | 1.289s |  |
| Function Argument Memory Test | ✅ Pass | 1.413s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.242s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.787s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 0.365s |  |
| Penetration Testing Methodology | ✅ Pass | 0.189s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.187s |  |
| SQL Injection Attack Type | ✅ Pass | 0.177s |  |
| Penetration Testing Framework | ✅ Pass | 0.175s |  |
| Web Application Security Scanner | ✅ Pass | 0.170s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.177s |  |

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

**Average latency**: 0.473s

---

### pentester (deepseek-v4.1-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.174s |  |
| Simple Math | ✅ Pass | 0.180s |  |
| Text Transform Uppercase | ✅ Pass | 0.184s |  |
| Count from 1 to 5 | ✅ Pass | 0.180s |  |
| Math Calculation | ✅ Pass | 0.174s |  |
| Basic Echo Function | ✅ Pass | 0.177s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.177s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.177s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.413s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.197s |  |
| Search Query Function | ✅ Pass | 0.185s |  |
| Ask Advice Function | ✅ Pass | 0.174s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.189s |  |
| Basic Context Memory Test | ✅ Pass | 0.181s |  |
| Function Argument Memory Test | ✅ Pass | 1.151s |  |
| Function Response Memory Test | ✅ Pass | 1.194s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.973s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 0.365s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 3.481s |  |
| Penetration Testing Methodology | ✅ Pass | 0.174s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.241s |  |
| SQL Injection Attack Type | ✅ Pass | 0.248s |  |
| Penetration Testing Framework | ✅ Pass | 0.237s |  |
| Web Application Security Scanner | ✅ Pass | 0.198s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.174s |  |

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

**Average latency**: 0.528s

---