# LLM Agent Testing Report

Generated: Fri, 25 Sep 2026 00:11:29 UTC

## Overall Results

| Agent | Model | Reasoning | Success Rate | Average Latency |
|-------|-------|-----------|--------------|-----------------|
| simple | gpt-5.4-nano | false | 25/25 (100.00%) | 1.687s |
| simple_json | gpt-5.4-nano | false | 8/8 (100.00%) | 0.958s |
| primary_agent | gpt-5.4-mini | false | 26/26 (100.00%) | 1.570s |
| assistant | gpt-5.4-mini | false | 26/26 (100.00%) | 1.510s |
| generator | gpt-5.6-terra | false | 26/26 (100.00%) | 2.862s |
| refiner | gpt-5.6-terra | false | 26/26 (100.00%) | 2.805s |
| adviser | gpt-5.6-terra | false | 17/17 (100.00%) | 3.300s |
| reflector | gpt-5.4-mini | false | 17/17 (100.00%) | 1.651s |
| searcher | gpt-5.4-nano | false | 25/25 (100.00%) | 1.417s |
| enricher | gpt-5.4-nano | false | 25/25 (100.00%) | 1.403s |
| coder | gpt-5.6-terra | false | 26/26 (100.00%) | 2.807s |
| installer | gpt-5.4-mini | false | 26/26 (100.00%) | 1.543s |
| pentester | gpt-5.4-mini | false | 26/26 (100.00%) | 1.568s |

**Total**: 299/299 (100.00%) successful tests
**Overall average latency**: 1.959s

## Detailed Results

### simple (gpt-5.4-nano)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Simple Math Streaming | ✅ Pass | 1.130s |  |
| Text Transform Uppercase | ✅ Pass | 1.208s |  |
| Simple Math | ✅ Pass | 1.294s |  |
| Basic Echo Function | ✅ Pass | 1.386s |  |
| Math Calculation | ✅ Pass | 1.508s |  |
| Count from 1 to 5 | ✅ Pass | 1.821s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.991s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.065s |  |
| Answer Stops At The Output Limit | ✅ Pass | 11.992s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.032s |  |
| Search Query Function | ✅ Pass | 1.001s |  |
| Ask Advice Function | ✅ Pass | 1.193s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.001s |  |
| Basic Context Memory Test | ✅ Pass | 1.098s |  |
| Function Argument Memory Test | ✅ Pass | 1.255s |  |
| Function Response Memory Test | ✅ Pass | 1.407s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.343s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.865s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.495s |  |
| Penetration Testing Methodology | ✅ Pass | 1.120s |  |
| SQL Injection Attack Type | ✅ Pass | 0.961s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.165s |  |
| Web Application Security Scanner | ✅ Pass | 0.778s |  |
| Penetration Testing Framework | ✅ Pass | 0.944s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.112s |  |

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

**Average latency**: 1.687s

---

### simple_json (gpt-5.4-nano)

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Vulnerability Report Memory Test | ✅ Pass | 1.326s |  |
| Person Information JSON | ✅ Pass | 1.181s |  |
| Project Information JSON | ✅ Pass | 0.980s |  |
| User Profile JSON | ✅ Pass | 0.864s |  |
| JSON Array Response Without Schema | ✅ Pass | 1.022s |  |
| Streaming Person Information JSON Streaming | ✅ Pass | 1.226s |  |

#### 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 | 1.066s |  |

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

**Average latency**: 0.958s

---

### primary_agent (gpt-5.4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.828s |  |
| Text Transform Uppercase | ✅ Pass | 0.977s |  |
| Count from 1 to 5 | ✅ Pass | 1.138s |  |
| Math Calculation | ✅ Pass | 1.126s |  |
| Basic Echo Function | ✅ Pass | 0.980s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.877s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.111s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.977s |  |
| Answer Stops At The Output Limit | ✅ Pass | 12.975s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 1.157s |  |
| JSON Response Function | ✅ Pass | 1.303s |  |
| Ask Advice Function | ✅ Pass | 0.954s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.034s |  |
| Basic Context Memory Test | ✅ Pass | 1.047s |  |
| Function Argument Memory Test | ✅ Pass | 0.824s |  |
| Function Response Memory Test | ✅ Pass | 0.846s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.180s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.215s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.178s |  |
| Penetration Testing Methodology | ✅ Pass | 1.049s |  |
| Web Application Security Scanner | ✅ Pass | 1.014s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.992s |  |
| SQL Injection Attack Type | ✅ Pass | 1.188s |  |
| Penetration Testing Framework | ✅ Pass | 1.219s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.489s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 1.123s |  |

**Summary**: 26/26 (100.00%) successful tests

**Average latency**: 1.570s

---

### assistant (gpt-5.4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.780s |  |
| Math Calculation | ✅ Pass | 0.811s |  |
| Text Transform Uppercase | ✅ Pass | 1.109s |  |
| Count from 1 to 5 | ✅ Pass | 1.113s |  |
| Basic Echo Function | ✅ Pass | 1.056s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.772s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.086s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.228s |  |
| Answer Stops At The Output Limit | ✅ Pass | 11.835s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.030s |  |
| Search Query Function | ✅ Pass | 1.242s |  |
| Ask Advice Function | ✅ Pass | 1.043s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.862s |  |
| Function Argument Memory Test | ✅ Pass | 0.919s |  |
| Function Response Memory Test | ✅ Pass | 0.846s |  |
| Basic Context Memory Test | ✅ Pass | 1.053s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.990s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.317s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.559s |  |
| Penetration Testing Methodology | ✅ Pass | 1.203s |  |
| SQL Injection Attack Type | ✅ Pass | 1.037s |  |
| Web Application Security Scanner | ✅ Pass | 0.794s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.516s |  |
| Penetration Testing Framework | ✅ Pass | 1.009s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.113s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 0.916s |  |

**Summary**: 26/26 (100.00%) successful tests

**Average latency**: 1.510s

---

### generator (gpt-5.6-terra)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 0.917s |  |
| Simple Math | ✅ Pass | 1.096s |  |
| Math Calculation | ✅ Pass | 1.129s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.102s |  |
| Count from 1 to 5 | ✅ Pass | 1.500s |  |
| Basic Echo Function | ✅ Pass | 1.255s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.944s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.143s |  |
| Answer Stops At The Output Limit | ✅ Pass | 38.067s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 1.368s |  |
| JSON Response Function | ✅ Pass | 1.492s |  |
| Ask Advice Function | ✅ Pass | 1.571s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.252s |  |
| Basic Context Memory Test | ✅ Pass | 1.345s |  |
| Function Argument Memory Test | ✅ Pass | 1.328s |  |
| Function Response Memory Test | ✅ Pass | 1.008s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.247s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.389s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.528s |  |
| Penetration Testing Methodology | ✅ Pass | 1.211s |  |
| SQL Injection Attack Type | ✅ Pass | 1.326s |  |
| Penetration Testing Framework | ✅ Pass | 1.256s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.214s |  |
| Web Application Security Scanner | ✅ Pass | 1.401s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.085s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 1.229s |  |

**Summary**: 26/26 (100.00%) successful tests

**Average latency**: 2.862s

---

### refiner (gpt-5.6-terra)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.441s |  |
| Text Transform Uppercase | ✅ Pass | 1.167s |  |
| Count from 1 to 5 | ✅ Pass | 1.227s |  |
| Math Calculation | ✅ Pass | 1.076s |  |
| Basic Echo Function | ✅ Pass | 1.422s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.929s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.341s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.323s |  |
| Answer Stops At The Output Limit | ✅ Pass | 36.737s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.318s |  |
| Search Query Function | ✅ Pass | 1.351s |  |
| Ask Advice Function | ✅ Pass | 1.453s |  |
| Function Argument Memory Test | ✅ Pass | 1.163s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.346s |  |
| Basic Context Memory Test | ✅ Pass | 1.345s |  |
| Function Response Memory Test | ✅ Pass | 1.001s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.058s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.549s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.633s |  |
| Penetration Testing Methodology | ✅ Pass | 1.408s |  |
| SQL Injection Attack Type | ✅ Pass | 1.239s |  |
| Penetration Testing Framework | ✅ Pass | 1.096s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.810s |  |
| Web Application Security Scanner | ✅ Pass | 1.027s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.252s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 1.212s |  |

**Summary**: 26/26 (100.00%) successful tests

**Average latency**: 2.805s

---

### adviser (gpt-5.6-terra)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.150s |  |
| Text Transform Uppercase | ✅ Pass | 0.988s |  |
| Count from 1 to 5 | ✅ Pass | 1.041s |  |
| Math Calculation | ✅ Pass | 0.869s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.985s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.509s |  |
| Answer Stops At The Output Limit | ✅ Pass | 37.060s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Function Argument Memory Test | ✅ Pass | 1.066s |  |
| Basic Context Memory Test | ✅ Pass | 1.165s |  |
| Function Response Memory Test | ✅ Pass | 1.104s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.208s |  |
| Penetration Testing Framework | ✅ Pass | 1.009s |  |
| Penetration Testing Methodology | ✅ Pass | 1.409s |  |
| SQL Injection Attack Type | ✅ Pass | 1.305s |  |
| Web Application Security Scanner | ✅ Pass | 1.120s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.095s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 1.005s |  |

**Summary**: 17/17 (100.00%) successful tests

**Average latency**: 3.300s

---

### reflector (gpt-5.4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.811s |  |
| Math Calculation | ✅ Pass | 0.792s |  |
| Text Transform Uppercase | ✅ Pass | 1.067s |  |
| Count from 1 to 5 | ✅ Pass | 1.194s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.995s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.977s |  |
| Answer Stops At The Output Limit | ✅ Pass | 12.291s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Function Response Memory Test | ✅ Pass | 0.870s |  |
| Basic Context Memory Test | ✅ Pass | 0.989s |  |
| Function Argument Memory Test | ✅ Pass | 1.080s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.975s |  |
| SQL Injection Attack Type | ✅ Pass | 0.820s |  |
| Penetration Testing Methodology | ✅ Pass | 1.248s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.238s |  |
| Penetration Testing Framework | ✅ Pass | 0.888s |  |
| Web Application Security Scanner | ✅ Pass | 0.911s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 0.919s |  |

**Summary**: 17/17 (100.00%) successful tests

**Average latency**: 1.651s

---

### searcher (gpt-5.4-nano)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.892s |  |
| Text Transform Uppercase | ✅ Pass | 0.933s |  |
| Count from 1 to 5 | ✅ Pass | 0.996s |  |
| Math Calculation | ✅ Pass | 0.876s |  |
| Basic Echo Function | ✅ Pass | 0.901s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.744s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.899s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.991s |  |
| Answer Stops At The Output Limit | ✅ Pass | 10.130s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.023s |  |
| Search Query Function | ✅ Pass | 1.038s |  |
| Basic Context Memory Test | ✅ Pass | 0.886s |  |
| Ask Advice Function | ✅ Pass | 1.107s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.074s |  |
| Function Argument Memory Test | ✅ Pass | 0.930s |  |
| Function Response Memory Test | ✅ Pass | 1.013s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.926s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.426s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.636s |  |
| Penetration Testing Methodology | ✅ Pass | 0.938s |  |
| SQL Injection Attack Type | ✅ Pass | 0.950s |  |
| Web Application Security Scanner | ✅ Pass | 0.879s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.331s |  |
| Penetration Testing Framework | ✅ Pass | 0.928s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.976s |  |

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

**Average latency**: 1.417s

---

### enricher (gpt-5.4-nano)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.885s |  |
| Text Transform Uppercase | ✅ Pass | 0.762s |  |
| Count from 1 to 5 | ✅ Pass | 0.828s |  |
| Math Calculation | ✅ Pass | 0.765s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.844s |  |
| Basic Echo Function | ✅ Pass | 1.132s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.927s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.910s |  |
| Answer Stops At The Output Limit | ✅ Pass | 9.674s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.848s |  |
| Search Query Function | ✅ Pass | 0.957s |  |
| Ask Advice Function | ✅ Pass | 1.095s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.205s |  |
| Function Argument Memory Test | ✅ Pass | 0.888s |  |
| Basic Context Memory Test | ✅ Pass | 1.033s |  |
| Function Response Memory Test | ✅ Pass | 0.916s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.821s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.393s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.715s |  |
| Penetration Testing Methodology | ✅ Pass | 1.098s |  |
| SQL Injection Attack Type | ✅ Pass | 0.908s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.104s |  |
| Web Application Security Scanner | ✅ Pass | 0.963s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.181s |  |
| Penetration Testing Framework | ✅ Pass | 1.202s |  |

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

**Average latency**: 1.403s

---

### coder (gpt-5.6-terra)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.066s |  |
| Text Transform Uppercase | ✅ Pass | 1.045s |  |
| Count from 1 to 5 | ✅ Pass | 1.035s |  |
| Math Calculation | ✅ Pass | 1.004s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.206s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.896s |  |
| Basic Echo Function | ✅ Pass | 1.554s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.206s |  |
| Answer Stops At The Output Limit | ✅ Pass | 38.461s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.270s |  |
| Search Query Function | ✅ Pass | 1.163s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.185s |  |
| Basic Context Memory Test | ✅ Pass | 1.192s |  |
| Ask Advice Function | ✅ Pass | 1.276s |  |
| Function Argument Memory Test | ✅ Pass | 1.107s |  |
| Function Response Memory Test | ✅ Pass | 0.979s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.047s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.214s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.788s |  |
| SQL Injection Attack Type | ✅ Pass | 1.085s |  |
| Penetration Testing Framework | ✅ Pass | 1.094s |  |
| Penetration Testing Methodology | ✅ Pass | 1.556s |  |
| Web Application Security Scanner | ✅ Pass | 1.315s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.179s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.117s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 0.915s |  |

**Summary**: 26/26 (100.00%) successful tests

**Average latency**: 2.807s

---

### installer (gpt-5.4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.940s |  |
| Text Transform Uppercase | ✅ Pass | 0.899s |  |
| Count from 1 to 5 | ✅ Pass | 0.953s |  |
| Math Calculation | ✅ Pass | 1.071s |  |
| Basic Echo Function | ✅ Pass | 0.828s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.159s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.036s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.130s |  |
| Answer Stops At The Output Limit | ✅ Pass | 12.360s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.888s |  |
| Ask Advice Function | ✅ Pass | 0.978s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.930s |  |
| Basic Context Memory Test | ✅ Pass | 0.892s |  |
| Function Response Memory Test | ✅ Pass | 0.837s |  |
| Function Argument Memory Test | ✅ Pass | 1.089s |  |
| Search Query Function | ✅ Pass | 1.965s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.240s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.261s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.489s |  |
| Penetration Testing Methodology | ✅ Pass | 0.927s |  |
| Penetration Testing Framework | ✅ Pass | 0.803s |  |
| SQL Injection Attack Type | ✅ Pass | 0.918s |  |
| Web Application Security Scanner | ✅ Pass | 0.964s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.500s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.161s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 0.888s |  |

**Summary**: 26/26 (100.00%) successful tests

**Average latency**: 1.543s

---

### pentester (gpt-5.4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.078s |  |
| Text Transform Uppercase | ✅ Pass | 1.149s |  |
| Count from 1 to 5 | ✅ Pass | 0.880s |  |
| Math Calculation | ✅ Pass | 1.293s |  |
| Basic Echo Function | ✅ Pass | 1.229s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.022s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.886s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.939s |  |
| Answer Stops At The Output Limit | ✅ Pass | 12.876s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Ask Advice Function | ✅ Pass | 1.007s |  |
| JSON Response Function | ✅ Pass | 1.355s |  |
| Search Query Function | ✅ Pass | 1.192s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.962s |  |
| Basic Context Memory Test | ✅ Pass | 0.944s |  |
| Function Response Memory Test | ✅ Pass | 0.870s |  |
| Function Argument Memory Test | ✅ Pass | 1.154s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.914s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.414s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.014s |  |
| Penetration Testing Methodology | ✅ Pass | 1.145s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.210s |  |
| Penetration Testing Framework | ✅ Pass | 1.134s |  |
| SQL Injection Attack Type | ✅ Pass | 1.191s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.984s |  |
| Web Application Security Scanner | ✅ Pass | 1.130s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Explicit Reasoning Off Suppresses Reasoning | reasoning_off | ✅ Pass | 0.784s |  |

**Summary**: 26/26 (100.00%) successful tests

**Average latency**: 1.568s

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