# LLM Agent Testing Report

Generated: Tue, 04 Aug 2026 20:10:25 UTC

## Overall Results

| Agent | Model | Reasoning | Success Rate | Average Latency |
|-------|-------|-----------|--------------|-----------------|
| simple | mimo-v2.5 | true | 24/24 (100.00%) | 3.713s |
| simple_json | mimo-v2.5 | false | 7/7 (100.00%) | 2.993s |
| primary_agent | deepseek-v4-pro | true | 24/24 (100.00%) | 2.459s |
| assistant | deepseek-v4-pro | true | 24/24 (100.00%) | 2.577s |
| generator | deepseek-v4-pro | true | 24/24 (100.00%) | 2.544s |
| refiner | deepseek-v4-pro | true | 24/24 (100.00%) | 2.571s |
| adviser | qwen3.7-plus | true | 24/24 (100.00%) | 6.186s |
| reflector | deepseek-v4-flash | true | 24/24 (100.00%) | 1.789s |
| searcher | deepseek-v4-flash | true | 24/24 (100.00%) | 1.782s |
| enricher | deepseek-v4-flash | true | 24/24 (100.00%) | 1.697s |
| coder | minimax-m3 | true | 23/24 (95.83%) | 1.892s |
| installer | deepseek-v4-flash | true | 24/24 (100.00%) | 1.906s |
| pentester | deepseek-v4-flash | true | 24/24 (100.00%) | 2.008s |

**Total**: 294/295 (99.66%) successful tests
**Overall average latency**: 2.603s

## Detailed Results

### simple (mimo-v2.5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 2.843s |  |
| Simple Math | ✅ Pass | 7.262s |  |
| Count from 1 to 5 | ✅ Pass | 2.157s |  |
| Math Calculation | ✅ Pass | 1.826s |  |
| Basic Echo Function | ✅ Pass | 1.861s |  |
| Streaming Simple Math Streaming | ✅ Pass | 3.729s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.266s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.107s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.934s |  |
| Search Query Function | ✅ Pass | 1.953s |  |
| Ask Advice Function | ✅ Pass | 5.166s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 7.402s |  |
| Basic Context Memory Test | ✅ Pass | 4.311s |  |
| Function Argument Memory Test | ✅ Pass | 1.958s |  |
| Function Response Memory Test | ✅ Pass | 1.940s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.350s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 4.064s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 8.963s |  |
| Penetration Testing Methodology | ✅ Pass | 4.230s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.164s |  |
| SQL Injection Attack Type | ✅ Pass | 4.165s |  |
| Penetration Testing Framework | ✅ Pass | 3.052s |  |
| Web Application Security Scanner | ✅ Pass | 3.987s |  |
| Penetration Testing Tool Selection | ✅ Pass | 3.404s |  |

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

**Average latency**: 3.713s

---

### simple_json (mimo-v2.5)

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Vulnerability Report Memory Test | ✅ Pass | 4.877s |  |
| Person Information JSON | ✅ Pass | 2.944s |  |
| Project Information JSON | ✅ Pass | 2.369s |  |
| User Profile JSON | ✅ Pass | 3.358s |  |
| JSON Array Response Without Schema | ✅ Pass | 3.220s |  |
| Streaming Person Information JSON Streaming | ✅ Pass | 3.122s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Structured Output With JSON Schema | structured_output | ✅ Pass | 1.060s |  |

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

**Average latency**: 2.993s

---

### primary_agent (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.190s |  |
| Text Transform Uppercase | ✅ Pass | 1.829s |  |
| Count from 1 to 5 | ✅ Pass | 1.928s |  |
| Math Calculation | ✅ Pass | 1.894s |  |
| Basic Echo Function | ✅ Pass | 1.851s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.585s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.695s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.054s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.716s |  |
| Search Query Function | ✅ Pass | 2.367s |  |
| Ask Advice Function | ✅ Pass | 2.249s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.819s |  |
| Basic Context Memory Test | ✅ Pass | 2.530s |  |
| Function Argument Memory Test | ✅ Pass | 1.934s |  |
| Function Response Memory Test | ✅ Pass | 2.199s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.946s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.406s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 5.338s |  |
| Penetration Testing Methodology | ✅ Pass | 3.498s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.697s |  |
| SQL Injection Attack Type | ✅ Pass | 2.377s |  |
| Penetration Testing Framework | ✅ Pass | 2.428s |  |
| Web Application Security Scanner | ✅ Pass | 2.540s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.924s |  |

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

**Average latency**: 2.459s

---

### assistant (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.139s |  |
| Text Transform Uppercase | ✅ Pass | 2.014s |  |
| Count from 1 to 5 | ✅ Pass | 1.832s |  |
| Math Calculation | ✅ Pass | 1.560s |  |
| Basic Echo Function | ✅ Pass | 1.986s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.981s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.861s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.498s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.482s |  |
| Search Query Function | ✅ Pass | 2.020s |  |
| Ask Advice Function | ✅ Pass | 2.770s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.853s |  |
| Basic Context Memory Test | ✅ Pass | 2.040s |  |
| Function Argument Memory Test | ✅ Pass | 2.032s |  |
| Function Response Memory Test | ✅ Pass | 2.106s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.957s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.265s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 5.237s |  |
| Penetration Testing Methodology | ✅ Pass | 3.523s |  |
| Vulnerability Assessment Tools | ✅ Pass | 5.750s |  |
| SQL Injection Attack Type | ✅ Pass | 3.153s |  |
| Penetration Testing Framework | ✅ Pass | 3.118s |  |
| Web Application Security Scanner | ✅ Pass | 2.198s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.471s |  |

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

**Average latency**: 2.577s

---

### generator (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.088s |  |
| Text Transform Uppercase | ✅ Pass | 1.740s |  |
| Count from 1 to 5 | ✅ Pass | 2.220s |  |
| Math Calculation | ✅ Pass | 1.708s |  |
| Basic Echo Function | ✅ Pass | 1.918s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.807s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.792s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.970s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.998s |  |
| Search Query Function | ✅ Pass | 1.964s |  |
| Ask Advice Function | ✅ Pass | 2.670s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.780s |  |
| Basic Context Memory Test | ✅ Pass | 3.211s |  |
| Function Argument Memory Test | ✅ Pass | 2.128s |  |
| Function Response Memory Test | ✅ Pass | 2.162s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.919s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.929s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.732s |  |
| Penetration Testing Methodology | ✅ Pass | 3.777s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.549s |  |
| SQL Injection Attack Type | ✅ Pass | 2.130s |  |
| Penetration Testing Framework | ✅ Pass | 2.684s |  |
| Web Application Security Scanner | ✅ Pass | 2.727s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.440s |  |

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

**Average latency**: 2.544s

---

### refiner (deepseek-v4-pro)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.062s |  |
| Text Transform Uppercase | ✅ Pass | 1.854s |  |
| Count from 1 to 5 | ✅ Pass | 1.989s |  |
| Math Calculation | ✅ Pass | 1.321s |  |
| Basic Echo Function | ✅ Pass | 1.748s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.654s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.947s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.812s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.266s |  |
| Search Query Function | ✅ Pass | 1.919s |  |
| Ask Advice Function | ✅ Pass | 2.668s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.946s |  |
| Basic Context Memory Test | ✅ Pass | 2.427s |  |
| Function Argument Memory Test | ✅ Pass | 1.932s |  |
| Function Response Memory Test | ✅ Pass | 1.962s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.524s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.940s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 5.215s |  |
| Penetration Testing Methodology | ✅ Pass | 3.689s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.487s |  |
| SQL Injection Attack Type | ✅ Pass | 3.090s |  |
| Penetration Testing Framework | ✅ Pass | 3.394s |  |
| Web Application Security Scanner | ✅ Pass | 2.363s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.492s |  |

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

**Average latency**: 2.571s

---

### adviser (qwen3.7-plus)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 3.453s |  |
| Text Transform Uppercase | ✅ Pass | 6.036s |  |
| Count from 1 to 5 | ✅ Pass | 5.461s |  |
| Math Calculation | ✅ Pass | 4.543s |  |
| Basic Echo Function | ✅ Pass | 5.292s |  |
| Streaming Simple Math Streaming | ✅ Pass | 3.027s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 4.731s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 8.427s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.548s |  |
| Ask Advice Function | ✅ Pass | 6.060s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 4.008s |  |
| Basic Context Memory Test | ✅ Pass | 4.596s |  |
| Search Query Function | ✅ Pass | 16.296s |  |
| Function Argument Memory Test | ✅ Pass | 4.500s |  |
| Function Response Memory Test | ✅ Pass | 5.568s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 4.007s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 9.534s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 5.928s |  |
| Penetration Testing Methodology | ✅ Pass | 7.995s |  |
| Vulnerability Assessment Tools | ✅ Pass | 11.838s |  |
| SQL Injection Attack Type | ✅ Pass | 9.801s |  |
| Penetration Testing Framework | ✅ Pass | 7.005s |  |
| Web Application Security Scanner | ✅ Pass | 5.210s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.585s |  |

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

**Average latency**: 6.186s

---

### reflector (deepseek-v4-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.728s |  |
| Text Transform Uppercase | ✅ Pass | 3.622s |  |
| Count from 1 to 5 | ✅ Pass | 1.807s |  |
| Math Calculation | ✅ Pass | 1.388s |  |
| Basic Echo Function | ✅ Pass | 1.791s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.440s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.345s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.886s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.424s |  |
| Search Query Function | ✅ Pass | 1.430s |  |
| Ask Advice Function | ✅ Pass | 1.501s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.633s |  |
| Basic Context Memory Test | ✅ Pass | 1.176s |  |
| Function Argument Memory Test | ✅ Pass | 1.317s |  |
| Function Response Memory Test | ✅ Pass | 1.435s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.016s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.374s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.120s |  |
| Penetration Testing Methodology | ✅ Pass | 1.528s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.710s |  |
| SQL Injection Attack Type | ✅ Pass | 1.378s |  |
| Penetration Testing Framework | ✅ Pass | 1.265s |  |
| Web Application Security Scanner | ✅ Pass | 1.144s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.473s |  |

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

**Average latency**: 1.789s

---

### searcher (deepseek-v4-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.503s |  |
| Text Transform Uppercase | ✅ Pass | 3.224s |  |
| Count from 1 to 5 | ✅ Pass | 1.959s |  |
| Math Calculation | ✅ Pass | 1.419s |  |
| Basic Echo Function | ✅ Pass | 1.743s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.493s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.151s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.544s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.301s |  |
| Search Query Function | ✅ Pass | 1.534s |  |
| Ask Advice Function | ✅ Pass | 1.379s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.606s |  |
| Basic Context Memory Test | ✅ Pass | 1.167s |  |
| Function Argument Memory Test | ✅ Pass | 1.551s |  |
| Function Response Memory Test | ✅ Pass | 1.303s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.799s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.664s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.595s |  |
| Penetration Testing Methodology | ✅ Pass | 1.626s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.019s |  |
| SQL Injection Attack Type | ✅ Pass | 1.457s |  |
| Penetration Testing Framework | ✅ Pass | 1.149s |  |
| Web Application Security Scanner | ✅ Pass | 1.164s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.409s |  |

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

**Average latency**: 1.782s

---

### enricher (deepseek-v4-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.617s |  |
| Text Transform Uppercase | ✅ Pass | 2.610s |  |
| Count from 1 to 5 | ✅ Pass | 1.770s |  |
| Math Calculation | ✅ Pass | 1.612s |  |
| Basic Echo Function | ✅ Pass | 1.670s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.229s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.867s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.760s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.479s |  |
| Search Query Function | ✅ Pass | 1.527s |  |
| Ask Advice Function | ✅ Pass | 1.515s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.670s |  |
| Basic Context Memory Test | ✅ Pass | 1.797s |  |
| Function Argument Memory Test | ✅ Pass | 1.206s |  |
| Function Response Memory Test | ✅ Pass | 1.115s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.794s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.449s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.797s |  |
| Penetration Testing Methodology | ✅ Pass | 1.360s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.952s |  |
| SQL Injection Attack Type | ✅ Pass | 1.278s |  |
| Penetration Testing Framework | ✅ Pass | 1.183s |  |
| Web Application Security Scanner | ✅ Pass | 1.097s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.365s |  |

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

**Average latency**: 1.697s

---

### coder (minimax-m3)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.134s |  |
| Text Transform Uppercase | ✅ Pass | 1.002s |  |
| Count from 1 to 5 | ✅ Pass | 1.186s |  |
| Math Calculation | ✅ Pass | 1.072s |  |
| Basic Echo Function | ✅ Pass | 1.217s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.034s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.733s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.039s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.153s |  |
| Search Query Function | ✅ Pass | 1.322s |  |
| Ask Advice Function | ✅ Pass | 1.559s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.922s |  |
| Basic Context Memory Test | ✅ Pass | 1.357s |  |
| Function Argument Memory Test | ✅ Pass | 1.183s |  |
| Function Response Memory Test | ✅ Pass | 1.159s |  |
| Penetration Testing Memory with Tool Call | ❌ Fail | 1.749s | expected function 'generate\_report' not found in tool calls: expected function generate\_report not found in tool calls |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.982s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 5.263s |  |
| Penetration Testing Methodology | ✅ Pass | 4.101s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.509s |  |
| SQL Injection Attack Type | ✅ Pass | 1.767s |  |
| Penetration Testing Framework | ✅ Pass | 4.416s |  |
| Web Application Security Scanner | ✅ Pass | 2.111s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.437s |  |

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

**Average latency**: 1.892s

---

### installer (deepseek-v4-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.994s |  |
| Text Transform Uppercase | ✅ Pass | 2.642s |  |
| Count from 1 to 5 | ✅ Pass | 1.896s |  |
| Math Calculation | ✅ Pass | 2.042s |  |
| Basic Echo Function | ✅ Pass | 1.909s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.611s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.163s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.951s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.582s |  |
| Search Query Function | ✅ Pass | 1.525s |  |
| Ask Advice Function | ✅ Pass | 1.512s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.641s |  |
| Basic Context Memory Test | ✅ Pass | 2.317s |  |
| Function Argument Memory Test | ✅ Pass | 1.634s |  |
| Function Response Memory Test | ✅ Pass | 1.345s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.281s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.808s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.274s |  |
| Penetration Testing Methodology | ✅ Pass | 1.342s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.158s |  |
| SQL Injection Attack Type | ✅ Pass | 1.707s |  |
| Penetration Testing Framework | ✅ Pass | 1.398s |  |
| Web Application Security Scanner | ✅ Pass | 1.314s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.680s |  |

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

**Average latency**: 1.906s

---

### pentester (deepseek-v4-flash)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.183s |  |
| Text Transform Uppercase | ✅ Pass | 3.149s |  |
| Count from 1 to 5 | ✅ Pass | 1.765s |  |
| Math Calculation | ✅ Pass | 1.944s |  |
| Basic Echo Function | ✅ Pass | 1.904s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.358s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.945s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.824s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.577s |  |
| Search Query Function | ✅ Pass | 1.392s |  |
| Ask Advice Function | ✅ Pass | 1.713s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.555s |  |
| Basic Context Memory Test | ✅ Pass | 2.392s |  |
| Function Argument Memory Test | ✅ Pass | 1.696s |  |
| Function Response Memory Test | ✅ Pass | 1.686s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.942s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.330s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.631s |  |
| Penetration Testing Methodology | ✅ Pass | 1.553s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.893s |  |
| SQL Injection Attack Type | ✅ Pass | 2.072s |  |
| Penetration Testing Framework | ✅ Pass | 1.467s |  |
| Web Application Security Scanner | ✅ Pass | 1.436s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.772s |  |

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

**Average latency**: 2.008s

---