# LLM Agent Testing Report

Generated: Wed, 30 Sep 2026 16:33:34 UTC

## Overall Results

| Agent | Model | Reasoning | Success Rate | Average Latency |
|-------|-------|-----------|--------------|-----------------|
| simple | gpt-4.1-mini | false | 25/25 (100.00%) | 1.680s |
| simple_json | gpt-4.1-mini | false | 8/8 (100.00%) | 1.039s |
| primary_agent | o4-mini | true | 24/25 (96.00%) | 2.618s |
| assistant | o4-mini | true | 24/25 (96.00%) | 2.603s |
| generator | o4-mini | true | 24/25 (96.00%) | 2.988s |
| refiner | gpt-4.1 | false | 24/25 (96.00%) | 1.811s |
| adviser | o4-mini | true | 15/16 (93.75%) | 1.982s |
| reflector | o4-mini | true | 16/16 (100.00%) | 2.225s |
| searcher | gpt-4.1-mini | false | 25/25 (100.00%) | 1.585s |
| enricher | gpt-4.1-mini | false | 25/25 (100.00%) | 1.737s |
| coder | gpt-4.1 | false | 25/25 (100.00%) | 1.348s |
| installer | gpt-4.1 | false | 25/25 (100.00%) | 2.029s |
| pentester | o4-mini | true | 25/25 (100.00%) | 2.610s |

**Total**: 285/290 (98.28%) successful tests
**Overall average latency**: 2.072s

## Detailed Results

### simple (gpt-4.1-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.544s |  |
| Simple Math | ✅ Pass | 0.996s |  |
| Text Transform Uppercase | ✅ Pass | 1.060s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.133s |  |
| Basic Echo Function | ✅ Pass | 1.244s |  |
| Count from 1 to 5 | ✅ Pass | 1.282s |  |
| Math Calculation | ✅ Pass | 1.430s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.511s |  |
| Answer Stops At The Output Limit | ✅ Pass | 15.265s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 0.739s |  |
| Search Query Function | ✅ Pass | 0.702s |  |
| Ask Advice Function | ✅ Pass | 1.013s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.095s |  |
| Basic Context Memory Test | ✅ Pass | 1.012s |  |
| Function Argument Memory Test | ✅ Pass | 1.436s |  |
| Function Response Memory Test | ✅ Pass | 0.823s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.657s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.590s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.133s |  |
| SQL Injection Attack Type | ✅ Pass | 0.848s |  |
| Penetration Testing Methodology | ✅ Pass | 1.044s |  |
| Penetration Testing Framework | ✅ Pass | 0.701s |  |
| Web Application Security Scanner | ✅ Pass | 0.583s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.133s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.021s |  |

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

**Average latency**: 1.680s

---

### simple_json (gpt-4.1-mini)

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Vulnerability Report Memory Test | ✅ Pass | 1.698s |  |
| Person Information JSON | ✅ Pass | 0.861s |  |
| User Profile JSON | ✅ Pass | 0.986s |  |
| Project Information JSON | ✅ Pass | 1.410s |  |
| Streaming Person Information JSON Streaming | ✅ Pass | 1.006s |  |
| JSON Array Response Without Schema | ✅ Pass | 1.591s |  |

#### 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 | 0.751s |  |

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

**Average latency**: 1.039s

---

### primary_agent (o4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Count from 1 to 5 | ✅ Pass | 1.401s |  |
| Text Transform Uppercase | ✅ Pass | 1.541s |  |
| Simple Math | ✅ Pass | 1.734s |  |
| Math Calculation | ✅ Pass | 1.552s |  |
| Basic Echo Function | ✅ Pass | 2.705s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.204s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.368s |  |
| Answer Stops At The Output Limit | ❌ Fail | 4.833s | expected the answer to stop at the output limit, got stop reason "stop" |
| Streaming Basic Echo Function Streaming | ✅ Pass | 7.237s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 1.862s |  |
| JSON Response Function | ✅ Pass | 2.115s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.807s |  |
| Basic Context Memory Test | ✅ Pass | 1.636s |  |
| Function Argument Memory Test | ✅ Pass | 1.660s |  |
| Ask Advice Function | ✅ Pass | 2.890s |  |
| Function Response Memory Test | ✅ Pass | 1.789s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.388s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.550s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 8.723s |  |
| Penetration Testing Framework | ✅ Pass | 1.582s |  |
| Penetration Testing Methodology | ✅ Pass | 2.130s |  |
| SQL Injection Attack Type | ✅ Pass | 2.003s |  |
| Web Application Security Scanner | ✅ Pass | 2.034s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.322s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.364s |  |

**Summary**: 24/25 (96.00%) successful tests

**Average latency**: 2.618s

---

### assistant (o4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.493s |  |
| Math Calculation | ✅ Pass | 1.033s |  |
| Count from 1 to 5 | ✅ Pass | 1.432s |  |
| Text Transform Uppercase | ✅ Pass | 1.622s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.777s |  |
| Basic Echo Function | ✅ Pass | 2.297s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.770s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 5.221s |  |
| Answer Stops At The Output Limit | ✅ Pass | 13.484s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.911s |  |
| Search Query Function | ✅ Pass | 2.081s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.587s |  |
| Ask Advice Function | ✅ Pass | 2.801s |  |
| Function Argument Memory Test | ✅ Pass | 1.676s |  |
| Function Response Memory Test | ✅ Pass | 1.604s |  |
| Basic Context Memory Test | ✅ Pass | 1.983s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.577s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.080s |  |
| Read a file, then edit it via unified diff | ❌ Fail | 5.404s | edit\_file's diff did not apply: expected a hunk header \("@@ \-old +new @@"\) but found: "\*\*\* Begin Patch"; stop reason: tool\_calls |
| Penetration Testing Methodology | ✅ Pass | 1.584s |  |
| SQL Injection Attack Type | ✅ Pass | 2.122s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.739s |  |
| Web Application Security Scanner | ✅ Pass | 1.890s |  |
| Penetration Testing Framework | ✅ Pass | 1.991s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.895s |  |

**Summary**: 24/25 (96.00%) successful tests

**Average latency**: 2.603s

---

### generator (o4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 2.071s |  |
| Count from 1 to 5 | ✅ Pass | 2.041s |  |
| Simple Math | ✅ Pass | 2.620s |  |
| Math Calculation | ✅ Pass | 2.069s |  |
| Basic Echo Function | ✅ Pass | 2.137s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.680s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.590s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.588s |  |
| Answer Stops At The Output Limit | ✅ Pass | 14.565s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Search Query Function Streaming | ✅ Pass | 1.265s |  |
| Function Argument Memory Test | ✅ Pass | 1.405s |  |
| Search Query Function | ✅ Pass | 2.323s |  |
| Basic Context Memory Test | ✅ Pass | 2.330s |  |
| Ask Advice Function | ✅ Pass | 2.543s |  |
| Function Response Memory Test | ✅ Pass | 2.227s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.892s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.775s |  |
| JSON Response Function | ✅ Pass | 7.147s |  |
| Read a file, then edit it via unified diff | ❌ Fail | 5.006s | edit\_file's diff did not apply: expected a hunk header \("@@ \-old +new @@"\) but found: "\*\*\* Begin Patch"; stop reason: tool\_calls |
| Penetration Testing Methodology | ✅ Pass | 2.263s |  |
| SQL Injection Attack Type | ✅ Pass | 1.747s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.395s |  |
| Web Application Security Scanner | ✅ Pass | 1.588s |  |
| Penetration Testing Framework | ✅ Pass | 1.646s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.770s |  |

**Summary**: 24/25 (96.00%) successful tests

**Average latency**: 2.988s

---

### refiner (gpt-4.1)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.905s |  |
| Text Transform Uppercase | ✅ Pass | 0.748s |  |
| Count from 1 to 5 | ✅ Pass | 0.947s |  |
| Math Calculation | ✅ Pass | 1.253s |  |
| Basic Echo Function | ✅ Pass | 0.922s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.098s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.258s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.611s |  |
| Answer Stops At The Output Limit | ❌ Fail | 14.009s | expected the answer to stop at the output limit, got stop reason "stop" |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.443s |  |
| Search Query Function | ✅ Pass | 1.229s |  |
| Ask Advice Function | ✅ Pass | 1.521s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.123s |  |
| Function Argument Memory Test | ✅ Pass | 0.670s |  |
| Function Response Memory Test | ✅ Pass | 0.774s |  |
| Basic Context Memory Test | ✅ Pass | 1.180s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.954s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.041s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.832s |  |
| SQL Injection Attack Type | ✅ Pass | 1.047s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.170s |  |
| Penetration Testing Methodology | ✅ Pass | 1.696s |  |
| Web Application Security Scanner | ✅ Pass | 0.650s |  |
| Penetration Testing Framework | ✅ Pass | 1.444s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.737s |  |

**Summary**: 24/25 (96.00%) successful tests

**Average latency**: 1.811s

---

### adviser (o4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 1.435s |  |
| Math Calculation | ✅ Pass | 1.337s |  |
| Answer Stops At The Output Limit | ❌ Fail | 2.622s | expected the answer to stop at the output limit, got stop reason "stop" |
| Count from 1 to 5 | ✅ Pass | 1.813s |  |
| Simple Math | ✅ Pass | 2.365s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.324s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.171s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Basic Context Memory Test | ✅ Pass | 1.999s |  |
| Function Response Memory Test | ✅ Pass | 1.943s |  |
| Function Argument Memory Test | ✅ Pass | 2.681s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.377s |  |
| Penetration Testing Framework | ✅ Pass | 1.757s |  |
| Web Application Security Scanner | ✅ Pass | 1.811s |  |
| Penetration Testing Methodology | ✅ Pass | 2.048s |  |
| SQL Injection Attack Type | ✅ Pass | 2.043s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.971s |  |

**Summary**: 15/16 (93.75%) successful tests

**Average latency**: 1.982s

---

### reflector (o4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 1.478s |  |
| Count from 1 to 5 | ✅ Pass | 1.652s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.121s |  |
| Math Calculation | ✅ Pass | 1.232s |  |
| Simple Math | ✅ Pass | 2.111s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.700s |  |
| Answer Stops At The Output Limit | ✅ Pass | 9.038s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Function Argument Memory Test | ✅ Pass | 1.333s |  |
| Basic Context Memory Test | ✅ Pass | 1.992s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.230s |  |
| Function Response Memory Test | ✅ Pass | 2.552s |  |
| Penetration Testing Methodology | ✅ Pass | 1.489s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.083s |  |
| SQL Injection Attack Type | ✅ Pass | 1.749s |  |
| Penetration Testing Framework | ✅ Pass | 1.812s |  |
| Web Application Security Scanner | ✅ Pass | 2.024s |  |

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

**Average latency**: 2.225s

---

### searcher (gpt-4.1-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Count from 1 to 5 | ✅ Pass | 0.627s |  |
| Text Transform Uppercase | ✅ Pass | 0.734s |  |
| Simple Math | ✅ Pass | 0.801s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.608s |  |
| Math Calculation | ✅ Pass | 0.842s |  |
| Basic Echo Function | ✅ Pass | 0.921s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.685s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.846s |  |
| Answer Stops At The Output Limit | ✅ Pass | 16.953s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 0.804s |  |
| JSON Response Function | ✅ Pass | 0.980s |  |
| Basic Context Memory Test | ✅ Pass | 0.763s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.915s |  |
| Function Argument Memory Test | ✅ Pass | 0.652s |  |
| Ask Advice Function | ✅ Pass | 1.017s |  |
| Function Response Memory Test | ✅ Pass | 0.815s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.286s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.580s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.436s |  |
| Penetration Testing Methodology | ✅ Pass | 0.671s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.814s |  |
| Penetration Testing Framework | ✅ Pass | 0.701s |  |
| Web Application Security Scanner | ✅ Pass | 0.544s |  |
| SQL Injection Attack Type | ✅ Pass | 1.647s |  |
| Penetration Testing Tool Selection | ✅ Pass | 0.981s |  |

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

**Average latency**: 1.585s

---

### enricher (gpt-4.1-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 0.553s |  |
| Simple Math | ✅ Pass | 0.739s |  |
| Count from 1 to 5 | ✅ Pass | 0.754s |  |
| Math Calculation | ✅ Pass | 0.592s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.577s |  |
| Basic Echo Function | ✅ Pass | 0.775s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.541s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.736s |  |
| Answer Stops At The Output Limit | ✅ Pass | 16.991s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 0.684s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.811s |  |
| JSON Response Function | ✅ Pass | 1.059s |  |
| Ask Advice Function | ✅ Pass | 1.121s |  |
| Function Response Memory Test | ✅ Pass | 0.641s |  |
| Function Argument Memory Test | ✅ Pass | 0.943s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.372s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.815s |  |
| Basic Context Memory Test | ✅ Pass | 4.891s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.303s |  |
| SQL Injection Attack Type | ✅ Pass | 0.623s |  |
| Penetration Testing Methodology | ✅ Pass | 0.831s |  |
| Penetration Testing Framework | ✅ Pass | 0.624s |  |
| Web Application Security Scanner | ✅ Pass | 0.643s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.176s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.611s |  |

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

**Average latency**: 1.737s

---

### coder (gpt-4.1)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.052s |  |
| Text Transform Uppercase | ✅ Pass | 1.382s |  |
| Count from 1 to 5 | ✅ Pass | 1.079s |  |
| Math Calculation | ✅ Pass | 1.055s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.875s |  |
| Basic Echo Function | ✅ Pass | 0.927s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.758s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.852s |  |
| Answer Stops At The Output Limit | ✅ Pass | 6.824s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 0.832s |  |
| Ask Advice Function | ✅ Pass | 0.780s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.861s |  |
| Function Argument Memory Test | ✅ Pass | 0.644s |  |
| Function Response Memory Test | ✅ Pass | 0.861s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.759s |  |
| JSON Response Function | ✅ Pass | 2.149s |  |
| Basic Context Memory Test | ✅ Pass | 1.593s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.103s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 2.438s |  |
| Penetration Testing Framework | ✅ Pass | 0.605s |  |
| SQL Injection Attack Type | ✅ Pass | 0.691s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.966s |  |
| Web Application Security Scanner | ✅ Pass | 1.036s |  |
| Penetration Testing Methodology | ✅ Pass | 1.498s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.065s |  |

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

**Average latency**: 1.348s

---

### installer (gpt-4.1)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 0.925s |  |
| Math Calculation | ✅ Pass | 0.655s |  |
| Simple Math | ✅ Pass | 1.744s |  |
| Count from 1 to 5 | ✅ Pass | 1.038s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.696s |  |
| Basic Echo Function | ✅ Pass | 1.044s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.113s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.136s |  |
| Answer Stops At The Output Limit | ✅ Pass | 23.267s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.044s |  |
| Search Query Function | ✅ Pass | 1.193s |  |
| Ask Advice Function | ✅ Pass | 0.833s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.803s |  |
| Function Argument Memory Test | ✅ Pass | 0.993s |  |
| Function Response Memory Test | ✅ Pass | 1.012s |  |
| Basic Context Memory Test | ✅ Pass | 1.376s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.004s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.869s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.138s |  |
| Penetration Testing Methodology | ✅ Pass | 1.111s |  |
| SQL Injection Attack Type | ✅ Pass | 0.999s |  |
| Vulnerability Assessment Tools | ✅ Pass | 1.218s |  |
| Web Application Security Scanner | ✅ Pass | 0.703s |  |
| Penetration Testing Framework | ✅ Pass | 0.987s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.812s |  |

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

**Average latency**: 2.029s

---

### pentester (o4-mini)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.250s |  |
| Text Transform Uppercase | ✅ Pass | 1.692s |  |
| Math Calculation | ✅ Pass | 1.231s |  |
| Count from 1 to 5 | ✅ Pass | 2.156s |  |
| Basic Echo Function | ✅ Pass | 1.795s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.449s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.366s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.493s |  |
| Answer Stops At The Output Limit | ✅ Pass | 12.448s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Search Query Function Streaming | ✅ Pass | 1.074s |  |
| Search Query Function | ✅ Pass | 1.687s |  |
| Function Response Memory Test | ✅ Pass | 1.267s |  |
| Function Argument Memory Test | ✅ Pass | 1.482s |  |
| Ask Advice Function | ✅ Pass | 2.506s |  |
| Basic Context Memory Test | ✅ Pass | 2.473s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.883s |  |
| JSON Response Function | ✅ Pass | 4.265s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 5.350s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.847s |  |
| Penetration Testing Methodology | ✅ Pass | 1.986s |  |
| SQL Injection Attack Type | ✅ Pass | 1.970s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.253s |  |
| Penetration Testing Framework | ✅ Pass | 2.191s |  |
| Web Application Security Scanner | ✅ Pass | 2.192s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.938s |  |

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

**Average latency**: 2.610s

---