# 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%) | 5.997s |
| simple_json | qwen3.6-flash | true | 8/8 (100.00%) | 4.357s |
| primary_agent | deepseek-v4.1-flash | true | 25/25 (100.00%) | 0.405s |
| assistant | deepseek-v4.1-flash | true | 25/25 (100.00%) | 0.389s |
| generator | deepseek-v4-pro | true | 25/25 (100.00%) | 4.838s |
| refiner | deepseek-v4-pro | true | 25/25 (100.00%) | 4.778s |
| adviser | deepseek-v4-pro | true | 16/16 (100.00%) | 5.322s |
| reflector | qwen3.6-flash | true | 16/16 (100.00%) | 4.372s |
| searcher | qwen3.6-flash | true | 25/25 (100.00%) | 3.003s |
| enricher | qwen3.6-flash | true | 25/25 (100.00%) | 2.174s |
| coder | deepseek-v4.1-flash | true | 25/25 (100.00%) | 0.403s |
| installer | deepseek-v4.1-flash | true | 25/25 (100.00%) | 0.396s |
| pentester | deepseek-v4.1-flash | true | 25/25 (100.00%) | 0.397s |

**Total**: 290/290 (100.00%) successful tests
**Overall average latency**: 2.619s

## Detailed Results

### simple (qwen3.6-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.642s |  |
| Basic Echo Function | ✅ Pass | 1.864s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.934s |  |
| Math Calculation | ✅ Pass | 1.951s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.072s |  |
| Text Transform Uppercase | ✅ Pass | 2.296s |  |
| Count from 1 to 5 | ✅ Pass | 2.362s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.177s |  |
| Answer Stops At The Output Limit | ✅ Pass | 90.027s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.037s |  |
| Search Query Function | ✅ Pass | 1.691s |  |
| Ask Advice Function | ✅ Pass | 1.144s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.574s |  |
| Basic Context Memory Test | ✅ Pass | 2.366s |  |
| Function Argument Memory Test | ✅ Pass | 1.961s |  |
| Function Response Memory Test | ✅ Pass | 1.427s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.913s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.383s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.724s |  |
| Penetration Testing Methodology | ✅ Pass | 4.131s |  |
| SQL Injection Attack Type | ✅ Pass | 3.063s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.444s |  |
| Web Application Security Scanner | ✅ Pass | 3.597s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.585s |  |
| Penetration Testing Framework | ✅ Pass | 6.546s |  |

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

**Average latency**: 5.997s

---

### simple_json (qwen3.6-flash)

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Vulnerability Report Memory Test | ✅ Pass | 2.110s |  |
| Person Information JSON | ✅ Pass | 4.881s |  |
| Project Information JSON | ✅ Pass | 5.137s |  |
| User Profile JSON | ✅ Pass | 7.394s |  |
| JSON Array Response Without Schema | ✅ Pass | 5.891s |  |
| Streaming Person Information JSON Streaming | ✅ Pass | 6.453s |  |

#### 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 | 2.987s |  |

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

**Average latency**: 4.357s

---

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

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.187s |  |
| Simple Math | ✅ Pass | 0.175s |  |
| Text Transform Uppercase | ✅ Pass | 0.189s |  |
| Count from 1 to 5 | ✅ Pass | 0.172s |  |
| Math Calculation | ✅ Pass | 0.173s |  |
| Basic Echo Function | ✅ Pass | 0.174s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.176s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.175s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.184s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.308s |  |
| Search Query Function | ✅ Pass | 0.188s |  |
| Ask Advice Function | ✅ Pass | 0.180s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.195s |  |
| Basic Context Memory Test | ✅ Pass | 0.181s |  |
| Function Argument Memory Test | ✅ Pass | 0.942s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.983s |  |
| Function Response Memory Test | ✅ Pass | 1.713s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.381s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 0.361s |  |
| Penetration Testing Methodology | ✅ Pass | 0.185s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.175s |  |
| SQL Injection Attack Type | ✅ Pass | 0.178s |  |
| Penetration Testing Framework | ✅ Pass | 0.174s |  |
| Web Application Security Scanner | ✅ Pass | 0.176s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.177s |  |

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

**Average latency**: 0.405s

---

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

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.176s |  |
| Simple Math | ✅ Pass | 0.181s |  |
| Text Transform Uppercase | ✅ Pass | 0.174s |  |
| Count from 1 to 5 | ✅ Pass | 0.171s |  |
| Math Calculation | ✅ Pass | 0.182s |  |
| Basic Echo Function | ✅ Pass | 0.185s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.243s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.269s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.280s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.179s |  |
| Search Query Function | ✅ Pass | 0.184s |  |
| Ask Advice Function | ✅ Pass | 0.183s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.180s |  |
| Basic Context Memory Test | ✅ Pass | 0.172s |  |
| Function Argument Memory Test | ✅ Pass | 1.230s |  |
| Function Response Memory Test | ✅ Pass | 1.567s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.451s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.265s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 0.354s |  |
| Penetration Testing Methodology | ✅ Pass | 0.180s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.174s |  |
| SQL Injection Attack Type | ✅ Pass | 0.174s |  |
| Penetration Testing Framework | ✅ Pass | 0.184s |  |
| Web Application Security Scanner | ✅ Pass | 0.186s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.181s |  |

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

**Average latency**: 0.389s

---

### generator (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.015s |  |
| Math Calculation | ✅ Pass | 2.101s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.170s |  |
| Count from 1 to 5 | ✅ Pass | 2.456s |  |
| Basic Echo Function | ✅ Pass | 2.468s |  |
| Text Transform Uppercase | ✅ Pass | 2.849s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.228s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 3.018s |  |
| Answer Stops At The Output Limit | ✅ Pass | 37.841s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.655s |  |
| Ask Advice Function | ✅ Pass | 2.860s |  |
| Search Query Function | ✅ Pass | 3.199s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 2.779s |  |
| Basic Context Memory Test | ✅ Pass | 3.069s |  |
| Function Argument Memory Test | ✅ Pass | 2.279s |  |
| Function Response Memory Test | ✅ Pass | 1.953s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.284s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 4.690s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 7.796s |  |
| Web Application Security Scanner | ✅ Pass | 2.965s |  |
| Penetration Testing Methodology | ✅ Pass | 4.736s |  |
| Penetration Testing Framework | ✅ Pass | 4.376s |  |
| Penetration Testing Tool Selection | ✅ Pass | 4.317s |  |
| SQL Injection Attack Type | ✅ Pass | 6.643s |  |
| Vulnerability Assessment Tools | ✅ Pass | 7.201s |  |

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

**Average latency**: 4.838s

---

### refiner (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 2.007s |  |
| Simple Math | ✅ Pass | 2.171s |  |
| Count from 1 to 5 | ✅ Pass | 2.601s |  |
| Math Calculation | ✅ Pass | 2.099s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.922s |  |
| Basic Echo Function | ✅ Pass | 2.399s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.741s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.802s |  |
| Answer Stops At The Output Limit | ✅ Pass | 37.255s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.544s |  |
| Search Query Function | ✅ Pass | 2.655s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 2.371s |  |
| Basic Context Memory Test | ✅ Pass | 2.537s |  |
| Ask Advice Function | ✅ Pass | 3.439s |  |
| Function Argument Memory Test | ✅ Pass | 2.160s |  |
| Function Response Memory Test | ✅ Pass | 2.499s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.742s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 4.828s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 8.050s |  |
| SQL Injection Attack Type | ✅ Pass | 2.962s |  |
| Penetration Testing Framework | ✅ Pass | 3.494s |  |
| Penetration Testing Methodology | ✅ Pass | 6.160s |  |
| Web Application Security Scanner | ✅ Pass | 3.240s |  |
| Penetration Testing Tool Selection | ✅ Pass | 3.253s |  |
| Vulnerability Assessment Tools | ✅ Pass | 10.502s |  |

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

**Average latency**: 4.778s

---

### adviser (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.267s |  |
| Text Transform Uppercase | ✅ Pass | 2.207s |  |
| Math Calculation | ✅ Pass | 1.987s |  |
| Count from 1 to 5 | ✅ Pass | 2.708s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.202s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.477s |  |
| Answer Stops At The Output Limit | ✅ Pass | 36.965s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Function Argument Memory Test | ✅ Pass | 2.083s |  |
| Basic Context Memory Test | ✅ Pass | 2.582s |  |
| Function Response Memory Test | ✅ Pass | 2.629s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.829s |  |
| Penetration Testing Methodology | ✅ Pass | 3.659s |  |
| Web Application Security Scanner | ✅ Pass | 2.776s |  |
| SQL Injection Attack Type | ✅ Pass | 4.390s |  |
| Penetration Testing Framework | ✅ Pass | 4.162s |  |
| Vulnerability Assessment Tools | ✅ Pass | 9.218s |  |

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

**Average latency**: 5.322s

---

### reflector (qwen3.6-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.634s |  |
| Text Transform Uppercase | ✅ Pass | 2.049s |  |
| Count from 1 to 5 | ✅ Pass | 1.789s |  |
| Math Calculation | ✅ Pass | 1.898s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.335s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.729s |  |
| Answer Stops At The Output Limit | ✅ Pass | 29.101s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Basic Context Memory Test | ✅ Pass | 1.644s |  |
| Function Response Memory Test | ✅ Pass | 1.194s |  |
| Function Argument Memory Test | ✅ Pass | 1.246s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.925s |  |
| Penetration Testing Methodology | ✅ Pass | 4.958s |  |
| SQL Injection Attack Type | ✅ Pass | 3.243s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.019s |  |
| Penetration Testing Framework | ✅ Pass | 4.203s |  |
| Web Application Security Scanner | ✅ Pass | 5.970s |  |

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

**Average latency**: 4.372s

---

### searcher (qwen3.6-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.173s |  |
| Text Transform Uppercase | ✅ Pass | 0.173s |  |
| Count from 1 to 5 | ✅ Pass | 0.172s |  |
| Math Calculation | ✅ Pass | 0.175s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.171s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.180s |  |
| Basic Echo Function | ✅ Pass | 1.159s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.096s |  |
| Answer Stops At The Output Limit | ✅ Pass | 32.820s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Basic Context Memory Test | ✅ Pass | 0.175s |  |
| JSON Response Function | ✅ Pass | 1.742s |  |
| Search Query Function | ✅ Pass | 1.656s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.350s |  |
| Ask Advice Function | ✅ Pass | 1.657s |  |
| Function Argument Memory Test | ✅ Pass | 1.611s |  |
| Function Response Memory Test | ✅ Pass | 1.936s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.516s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.763s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.870s |  |
| Penetration Testing Methodology | ✅ Pass | 0.178s |  |
| SQL Injection Attack Type | ✅ Pass | 3.555s |  |
| Web Application Security Scanner | ✅ Pass | 3.068s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.950s |  |
| Penetration Testing Framework | ✅ Pass | 6.009s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.916s |  |

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

**Average latency**: 3.003s

---

### enricher (qwen3.6-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.177s |  |
| Text Transform Uppercase | ✅ Pass | 0.173s |  |
| Count from 1 to 5 | ✅ Pass | 0.173s |  |
| Math Calculation | ✅ Pass | 0.170s |  |
| Basic Echo Function | ✅ Pass | 0.174s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.189s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.192s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.196s |  |
| Answer Stops At The Output Limit | ✅ Pass | 30.426s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.226s |  |
| Search Query Function | ✅ Pass | 0.180s |  |
| Ask Advice Function | ✅ Pass | 0.171s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.179s |  |
| Basic Context Memory Test | ✅ Pass | 0.178s |  |
| Function Argument Memory Test | ✅ Pass | 1.316s |  |
| Function Response Memory Test | ✅ Pass | 1.572s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.876s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 4.238s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.747s |  |
| Penetration Testing Methodology | ✅ Pass | 0.176s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.185s |  |
| SQL Injection Attack Type | ✅ Pass | 0.179s |  |
| Penetration Testing Framework | ✅ Pass | 0.172s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.655s |  |
| Web Application Security Scanner | ✅ Pass | 5.413s |  |

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

**Average latency**: 2.174s

---

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

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.186s |  |
| Simple Math | ✅ Pass | 0.179s |  |
| Text Transform Uppercase | ✅ Pass | 0.170s |  |
| Count from 1 to 5 | ✅ Pass | 0.170s |  |
| Math Calculation | ✅ Pass | 0.168s |  |
| Basic Echo Function | ✅ Pass | 0.176s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.183s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.192s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.182s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.187s |  |
| Search Query Function | ✅ Pass | 0.201s |  |
| Ask Advice Function | ✅ Pass | 0.220s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.178s |  |
| Basic Context Memory Test | ✅ Pass | 0.198s |  |
| Function Response Memory Test | ✅ Pass | 0.879s |  |
| Function Argument Memory Test | ✅ Pass | 1.081s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.925s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.152s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 0.361s |  |
| Penetration Testing Methodology | ✅ Pass | 0.180s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.172s |  |
| SQL Injection Attack Type | ✅ Pass | 0.176s |  |
| Penetration Testing Framework | ✅ Pass | 0.177s |  |
| Web Application Security Scanner | ✅ Pass | 0.182s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.192s |  |

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

**Average latency**: 0.403s

---

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

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.194s |  |
| Simple Math | ✅ Pass | 0.181s |  |
| Text Transform Uppercase | ✅ Pass | 0.180s |  |
| Count from 1 to 5 | ✅ Pass | 0.187s |  |
| Math Calculation | ✅ Pass | 0.175s |  |
| Basic Echo Function | ✅ Pass | 0.180s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.178s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.178s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.196s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.178s |  |
| Search Query Function | ✅ Pass | 0.175s |  |
| Ask Advice Function | ✅ Pass | 0.182s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.175s |  |
| Basic Context Memory Test | ✅ Pass | 0.181s |  |
| Function Argument Memory Test | ✅ Pass | 1.154s |  |
| Function Response Memory Test | ✅ Pass | 1.588s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.210s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.952s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 0.379s |  |
| Penetration Testing Methodology | ✅ Pass | 0.184s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.177s |  |
| SQL Injection Attack Type | ✅ Pass | 0.171s |  |
| Penetration Testing Framework | ✅ Pass | 0.177s |  |
| Web Application Security Scanner | ✅ Pass | 0.183s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.184s |  |

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

**Average latency**: 0.396s

---

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

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Answer Stops At The Output Limit | ✅ Pass | 0.179s |  |
| Simple Math | ✅ Pass | 0.186s |  |
| Text Transform Uppercase | ✅ Pass | 0.176s |  |
| Count from 1 to 5 | ✅ Pass | 0.185s |  |
| Math Calculation | ✅ Pass | 0.180s |  |
| Basic Echo Function | ✅ Pass | 0.183s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.183s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.184s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.181s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.191s |  |
| Search Query Function | ✅ Pass | 0.275s |  |
| Ask Advice Function | ✅ Pass | 0.246s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.263s |  |
| Basic Context Memory Test | ✅ Pass | 0.257s |  |
| Function Response Memory Test | ✅ Pass | 1.248s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.151s |  |
| Function Argument Memory Test | ✅ Pass | 1.473s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.587s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 0.373s |  |
| Penetration Testing Methodology | ✅ Pass | 0.176s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.174s |  |
| SQL Injection Attack Type | ✅ Pass | 0.176s |  |
| Penetration Testing Framework | ✅ Pass | 0.211s |  |
| Web Application Security Scanner | ✅ Pass | 0.247s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.232s |  |

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

**Average latency**: 0.397s

---