# LLM Agent Testing Report

Generated: Thu, 23 Jul 2026 13:52:24 UTC

## Overall Results

| Agent | Model | Reasoning | Success Rate | Average Latency |
|-------|-------|-----------|--------------|-----------------|
| simple | openai.gpt-oss-120b-1:0 | true | 24/24 (100.00%) | 0.925s |
| simple_json | openai.gpt-oss-120b-1:0 | true | 6/7 (85.71%) | 1.165s |
| primary_agent | us.anthropic.claude-sonnet-4-5-20250929-v1:0 | true | 24/24 (100.00%) | 5.064s |
| assistant | us.anthropic.claude-sonnet-4-5-20250929-v1:0 | true | 24/24 (100.00%) | 5.458s |
| generator | us.anthropic.claude-sonnet-4-5-20250929-v1:0 | true | 24/24 (100.00%) | 5.905s |
| refiner | us.anthropic.claude-sonnet-4-5-20250929-v1:0 | true | 24/24 (100.00%) | 5.909s |
| adviser | us.anthropic.claude-opus-4-6-v1 | true | 25/25 (100.00%) | 3.157s |
| reflector | us.anthropic.claude-haiku-4-5-20251001-v1:0 | true | 24/24 (100.00%) | 2.100s |
| searcher | us.anthropic.claude-haiku-4-5-20251001-v1:0 | true | 24/24 (100.00%) | 1.996s |
| enricher | us.anthropic.claude-haiku-4-5-20251001-v1:0 | true | 24/24 (100.00%) | 1.924s |
| coder | us.anthropic.claude-sonnet-4-5-20250929-v1:0 | true | 24/24 (100.00%) | 3.952s |
| installer | us.anthropic.claude-sonnet-4-5-20250929-v1:0 | true | 24/24 (100.00%) | 3.825s |
| pentester | us.anthropic.claude-sonnet-4-5-20250929-v1:0 | true | 24/24 (100.00%) | 5.473s |

**Total**: 295/296 (99.66%) successful tests
**Overall average latency**: 3.743s

## Detailed Results

### simple (openai.gpt-oss-120b-1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.186s |  |
| Text Transform Uppercase | ✅ Pass | 0.663s |  |
| Count from 1 to 5 | ✅ Pass | 2.572s |  |
| Math Calculation | ✅ Pass | 0.507s |  |
| Basic Echo Function | ✅ Pass | 0.921s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.562s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.587s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.478s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.048s |  |
| Search Query Function | ✅ Pass | 0.941s |  |
| Ask Advice Function | ✅ Pass | 0.622s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.689s |  |
| Basic Context Memory Test | ✅ Pass | 0.487s |  |
| Function Argument Memory Test | ✅ Pass | 0.327s |  |
| Function Response Memory Test | ✅ Pass | 0.415s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.690s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.449s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 1.678s |  |
| Penetration Testing Methodology | ✅ Pass | 0.482s |  |
| Vulnerability Assessment Tools | ✅ Pass | 0.860s |  |
| SQL Injection Attack Type | ✅ Pass | 0.811s |  |
| Penetration Testing Framework | ✅ Pass | 1.515s |  |
| Web Application Security Scanner | ✅ Pass | 0.503s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.185s |  |

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

**Average latency**: 0.925s

---

### simple_json (openai.gpt-oss-120b-1:0)

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Vulnerability Report Memory Test | ✅ Pass | 2.278s |  |
| Person Information JSON | ✅ Pass | 0.519s |  |
| Project Information JSON | ✅ Pass | 1.633s |  |
| User Profile JSON | ✅ Pass | 1.150s |  |
| JSON Array Response Without Schema | ✅ Pass | 0.482s |  |
| Streaming Person Information JSON Streaming | ✅ Pass | 1.352s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Structured Output With JSON Schema | structured_output | ❌ Fail | 0.737s | structured output: response validation failed \(provider=bedrock model=openai\.gpt\-oss\-120b\-1:0 choice=0 stop\_reason=end\_turn\): response is n... |

**Summary**: 6/7 (85.71%) successful tests

**Average latency**: 1.165s

---

### primary_agent (us.anthropic.claude-sonnet-4-5-20250929-v1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.329s |  |
| Text Transform Uppercase | ✅ Pass | 3.413s |  |
| Count from 1 to 5 | ✅ Pass | 2.544s |  |
| Math Calculation | ✅ Pass | 1.546s |  |
| Basic Echo Function | ✅ Pass | 6.180s |  |
| Streaming Simple Math Streaming | ✅ Pass | 6.043s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 7.734s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.355s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 5.141s |  |
| Search Query Function | ✅ Pass | 3.702s |  |
| Ask Advice Function | ✅ Pass | 2.272s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 11.213s |  |
| Basic Context Memory Test | ✅ Pass | 10.009s |  |
| Function Argument Memory Test | ✅ Pass | 2.917s |  |
| Function Response Memory Test | ✅ Pass | 5.162s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 4.143s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 3.283s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 6.530s |  |
| Penetration Testing Methodology | ✅ Pass | 9.574s |  |
| Vulnerability Assessment Tools | ✅ Pass | 7.992s |  |
| SQL Injection Attack Type | ✅ Pass | 3.212s |  |
| Penetration Testing Framework | ✅ Pass | 5.664s |  |
| Web Application Security Scanner | ✅ Pass | 5.351s |  |
| Penetration Testing Tool Selection | ✅ Pass | 3.205s |  |

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

**Average latency**: 5.064s

---

### assistant (us.anthropic.claude-sonnet-4-5-20250929-v1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.367s |  |
| Text Transform Uppercase | ✅ Pass | 2.837s |  |
| Count from 1 to 5 | ✅ Pass | 2.651s |  |
| Math Calculation | ✅ Pass | 9.216s |  |
| Basic Echo Function | ✅ Pass | 4.094s |  |
| Streaming Simple Math Streaming | ✅ Pass | 6.681s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 5.003s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 5.792s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 9.983s |  |
| Search Query Function | ✅ Pass | 5.538s |  |
| Ask Advice Function | ✅ Pass | 7.430s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 2.729s |  |
| Basic Context Memory Test | ✅ Pass | 2.832s |  |
| Function Argument Memory Test | ✅ Pass | 5.509s |  |
| Function Response Memory Test | ✅ Pass | 9.934s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 5.064s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 3.274s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 6.139s |  |
| Penetration Testing Methodology | ✅ Pass | 7.628s |  |
| Vulnerability Assessment Tools | ✅ Pass | 7.695s |  |
| SQL Injection Attack Type | ✅ Pass | 3.696s |  |
| Penetration Testing Framework | ✅ Pass | 6.685s |  |
| Web Application Security Scanner | ✅ Pass | 5.280s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.920s |  |

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

**Average latency**: 5.458s

---

### generator (us.anthropic.claude-sonnet-4-5-20250929-v1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.816s |  |
| Text Transform Uppercase | ✅ Pass | 2.134s |  |
| Count from 1 to 5 | ✅ Pass | 2.502s |  |
| Math Calculation | ✅ Pass | 2.185s |  |
| Basic Echo Function | ✅ Pass | 7.081s |  |
| Streaming Simple Math Streaming | ✅ Pass | 4.785s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 6.945s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 5.815s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 3.219s |  |
| Search Query Function | ✅ Pass | 10.109s |  |
| Ask Advice Function | ✅ Pass | 4.937s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 4.710s |  |
| Basic Context Memory Test | ✅ Pass | 6.858s |  |
| Function Argument Memory Test | ✅ Pass | 4.102s |  |
| Function Response Memory Test | ✅ Pass | 3.286s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 6.096s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 7.840s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 13.576s |  |
| Penetration Testing Methodology | ✅ Pass | 8.999s |  |
| Vulnerability Assessment Tools | ✅ Pass | 9.065s |  |
| SQL Injection Attack Type | ✅ Pass | 5.445s |  |
| Penetration Testing Framework | ✅ Pass | 10.560s |  |
| Web Application Security Scanner | ✅ Pass | 7.129s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.512s |  |

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

**Average latency**: 5.905s

---

### refiner (us.anthropic.claude-sonnet-4-5-20250929-v1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.868s |  |
| Text Transform Uppercase | ✅ Pass | 2.619s |  |
| Count from 1 to 5 | ✅ Pass | 2.149s |  |
| Math Calculation | ✅ Pass | 10.627s |  |
| Basic Echo Function | ✅ Pass | 7.943s |  |
| Streaming Simple Math Streaming | ✅ Pass | 9.873s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 3.635s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 6.441s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 6.119s |  |
| Search Query Function | ✅ Pass | 2.248s |  |
| Ask Advice Function | ✅ Pass | 6.612s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 4.235s |  |
| Basic Context Memory Test | ✅ Pass | 4.851s |  |
| Function Argument Memory Test | ✅ Pass | 7.741s |  |
| Function Response Memory Test | ✅ Pass | 7.798s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 5.301s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 3.042s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 11.847s |  |
| Penetration Testing Methodology | ✅ Pass | 9.992s |  |
| Vulnerability Assessment Tools | ✅ Pass | 7.838s |  |
| SQL Injection Attack Type | ✅ Pass | 2.739s |  |
| Penetration Testing Framework | ✅ Pass | 6.891s |  |
| Web Application Security Scanner | ✅ Pass | 5.807s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.592s |  |

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

**Average latency**: 5.909s

---

### adviser (us.anthropic.claude-opus-4-6-v1)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.796s |  |
| Text Transform Uppercase | ✅ Pass | 1.961s |  |
| Count from 1 to 5 | ✅ Pass | 1.989s |  |
| Math Calculation | ✅ Pass | 2.222s |  |
| Basic Echo Function | ✅ Pass | 2.073s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.119s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.883s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.116s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.285s |  |
| Search Query Function | ✅ Pass | 2.387s |  |
| Ask Advice Function | ✅ Pass | 2.132s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 2.310s |  |
| Basic Context Memory Test | ✅ Pass | 2.382s |  |
| Function Argument Memory Test | ✅ Pass | 2.671s |  |
| Function Response Memory Test | ✅ Pass | 2.469s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.786s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.676s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 6.302s |  |
| Penetration Testing Methodology | ✅ Pass | 7.591s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.459s |  |
| SQL Injection Attack Type | ✅ Pass | 2.692s |  |
| Penetration Testing Framework | ✅ Pass | 5.051s |  |
| Web Application Security Scanner | ✅ Pass | 4.501s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.532s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Adaptive Thinking Produces Reasoning | adaptive_thinking | ✅ Pass | 4.535s |  |

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

**Average latency**: 3.157s

---

### reflector (us.anthropic.claude-haiku-4-5-20251001-v1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.679s |  |
| Text Transform Uppercase | ✅ Pass | 1.102s |  |
| Count from 1 to 5 | ✅ Pass | 1.182s |  |
| Math Calculation | ✅ Pass | 1.150s |  |
| Basic Echo Function | ✅ Pass | 2.008s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.068s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.144s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.523s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.484s |  |
| Search Query Function | ✅ Pass | 1.366s |  |
| Ask Advice Function | ✅ Pass | 1.509s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.413s |  |
| Basic Context Memory Test | ✅ Pass | 1.398s |  |
| Function Argument Memory Test | ✅ Pass | 1.560s |  |
| Function Response Memory Test | ✅ Pass | 1.405s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.864s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.677s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 6.126s |  |
| Penetration Testing Methodology | ✅ Pass | 4.944s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.513s |  |
| SQL Injection Attack Type | ✅ Pass | 1.965s |  |
| Penetration Testing Framework | ✅ Pass | 3.471s |  |
| Web Application Security Scanner | ✅ Pass | 2.792s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.042s |  |

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

**Average latency**: 2.100s

---

### searcher (us.anthropic.claude-haiku-4-5-20251001-v1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.461s |  |
| Text Transform Uppercase | ✅ Pass | 1.179s |  |
| Count from 1 to 5 | ✅ Pass | 1.594s |  |
| Math Calculation | ✅ Pass | 0.974s |  |
| Basic Echo Function | ✅ Pass | 1.311s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.281s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.202s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.288s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.384s |  |
| Search Query Function | ✅ Pass | 1.233s |  |
| Ask Advice Function | ✅ Pass | 1.522s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.505s |  |
| Basic Context Memory Test | ✅ Pass | 1.488s |  |
| Function Argument Memory Test | ✅ Pass | 1.488s |  |
| Function Response Memory Test | ✅ Pass | 1.483s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.077s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.505s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.537s |  |
| Penetration Testing Methodology | ✅ Pass | 4.214s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.317s |  |
| SQL Injection Attack Type | ✅ Pass | 1.680s |  |
| Penetration Testing Framework | ✅ Pass | 4.428s |  |
| Web Application Security Scanner | ✅ Pass | 3.003s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.741s |  |

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

**Average latency**: 1.996s

---

### enricher (us.anthropic.claude-haiku-4-5-20251001-v1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.076s |  |
| Text Transform Uppercase | ✅ Pass | 1.069s |  |
| Count from 1 to 5 | ✅ Pass | 1.426s |  |
| Math Calculation | ✅ Pass | 1.292s |  |
| Basic Echo Function | ✅ Pass | 1.226s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.987s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.501s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.189s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.353s |  |
| Search Query Function | ✅ Pass | 1.247s |  |
| Ask Advice Function | ✅ Pass | 1.457s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.302s |  |
| Basic Context Memory Test | ✅ Pass | 1.146s |  |
| Function Argument Memory Test | ✅ Pass | 1.467s |  |
| Function Response Memory Test | ✅ Pass | 1.281s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.432s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.489s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.384s |  |
| Penetration Testing Methodology | ✅ Pass | 3.548s |  |
| Vulnerability Assessment Tools | ✅ Pass | 4.859s |  |
| SQL Injection Attack Type | ✅ Pass | 1.556s |  |
| Penetration Testing Framework | ✅ Pass | 3.209s |  |
| Web Application Security Scanner | ✅ Pass | 4.042s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.632s |  |

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

**Average latency**: 1.924s

---

### coder (us.anthropic.claude-sonnet-4-5-20250929-v1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.576s |  |
| Text Transform Uppercase | ✅ Pass | 2.114s |  |
| Count from 1 to 5 | ✅ Pass | 2.913s |  |
| Math Calculation | ✅ Pass | 2.111s |  |
| Basic Echo Function | ✅ Pass | 3.436s |  |
| Streaming Simple Math Streaming | ✅ Pass | 2.611s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.983s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.376s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.710s |  |
| Search Query Function | ✅ Pass | 2.976s |  |
| Ask Advice Function | ✅ Pass | 2.751s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 2.175s |  |
| Basic Context Memory Test | ✅ Pass | 2.772s |  |
| Function Argument Memory Test | ✅ Pass | 3.752s |  |
| Function Response Memory Test | ✅ Pass | 3.655s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 4.272s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.688s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 8.360s |  |
| Penetration Testing Methodology | ✅ Pass | 9.056s |  |
| Vulnerability Assessment Tools | ✅ Pass | 8.946s |  |
| SQL Injection Attack Type | ✅ Pass | 4.097s |  |
| Penetration Testing Framework | ✅ Pass | 5.506s |  |
| Web Application Security Scanner | ✅ Pass | 6.770s |  |
| Penetration Testing Tool Selection | ✅ Pass | 3.232s |  |

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

**Average latency**: 3.952s

---

### installer (us.anthropic.claude-sonnet-4-5-20250929-v1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.592s |  |
| Text Transform Uppercase | ✅ Pass | 2.380s |  |
| Count from 1 to 5 | ✅ Pass | 1.810s |  |
| Math Calculation | ✅ Pass | 2.042s |  |
| Basic Echo Function | ✅ Pass | 2.297s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.833s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 2.224s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 2.641s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.645s |  |
| Search Query Function | ✅ Pass | 2.456s |  |
| Ask Advice Function | ✅ Pass | 3.426s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 6.833s |  |
| Basic Context Memory Test | ✅ Pass | 2.283s |  |
| Function Argument Memory Test | ✅ Pass | 3.039s |  |
| Function Response Memory Test | ✅ Pass | 2.601s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 4.714s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.684s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 7.480s |  |
| Penetration Testing Methodology | ✅ Pass | 9.298s |  |
| Vulnerability Assessment Tools | ✅ Pass | 7.915s |  |
| SQL Injection Attack Type | ✅ Pass | 4.091s |  |
| Penetration Testing Framework | ✅ Pass | 5.788s |  |
| Web Application Security Scanner | ✅ Pass | 5.974s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.749s |  |

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

**Average latency**: 3.825s

---

### pentester (us.anthropic.claude-sonnet-4-5-20250929-v1:0)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 2.288s |  |
| Text Transform Uppercase | ✅ Pass | 2.883s |  |
| Count from 1 to 5 | ✅ Pass | 2.553s |  |
| Math Calculation | ✅ Pass | 4.614s |  |
| Basic Echo Function | ✅ Pass | 3.006s |  |
| Streaming Simple Math Streaming | ✅ Pass | 4.374s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 10.242s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 4.492s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 5.880s |  |
| Search Query Function | ✅ Pass | 10.373s |  |
| Ask Advice Function | ✅ Pass | 3.626s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 2.263s |  |
| Basic Context Memory Test | ✅ Pass | 11.123s |  |
| Function Argument Memory Test | ✅ Pass | 3.534s |  |
| Function Response Memory Test | ✅ Pass | 3.349s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 4.539s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 6.869s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 7.278s |  |
| Penetration Testing Methodology | ✅ Pass | 9.884s |  |
| Vulnerability Assessment Tools | ✅ Pass | 8.628s |  |
| SQL Injection Attack Type | ✅ Pass | 3.626s |  |
| Penetration Testing Framework | ✅ Pass | 6.146s |  |
| Web Application Security Scanner | ✅ Pass | 6.964s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.808s |  |

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

**Average latency**: 5.473s

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