# LLM Agent Testing Report

Generated: Fri, 25 Sep 2026 00:15:09 UTC

## Overall Results

| Agent | Model | Reasoning | Success Rate | Average Latency |
|-------|-------|-----------|--------------|-----------------|
| simple | claude-haiku-4-5 | false | 25/25 (100.00%) | 1.981s |
| simple_json | claude-haiku-4-5 | false | 8/8 (100.00%) | 1.036s |
| primary_agent | claude-sonnet-5 | true | 26/26 (100.00%) | 2.799s |
| assistant | claude-sonnet-5 | true | 26/26 (100.00%) | 2.936s |
| generator | claude-opus-4-8 | true | 26/26 (100.00%) | 4.156s |
| refiner | claude-opus-4-8 | true | 26/26 (100.00%) | 3.751s |
| adviser | claude-sonnet-5 | true | 17/17 (100.00%) | 3.577s |
| reflector | claude-haiku-4-5 | true | 16/16 (100.00%) | 3.148s |
| searcher | claude-haiku-4-5 | true | 25/25 (100.00%) | 2.677s |
| enricher | claude-haiku-4-5 | false | 25/25 (100.00%) | 2.044s |
| coder | claude-sonnet-5 | true | 26/26 (100.00%) | 2.848s |
| installer | claude-sonnet-5 | true | 26/26 (100.00%) | 2.841s |
| pentester | claude-sonnet-5 | true | 26/26 (100.00%) | 3.007s |

**Total**: 298/298 (100.00%) successful tests
**Overall average latency**: 2.912s

## Detailed Results

### simple (claude-haiku-4-5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Math Calculation | ✅ Pass | 0.874s |  |
| Simple Math | ✅ Pass | 0.888s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.890s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.891s |  |
| Text Transform Uppercase | ✅ Pass | 0.909s |  |
| Count from 1 to 5 | ✅ Pass | 1.241s |  |
| Basic Echo Function | ✅ Pass | 1.271s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.166s |  |
| Answer Stops At The Output Limit | ✅ Pass | 15.809s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.270s |  |
| Search Query Function | ✅ Pass | 0.850s |  |
| Basic Context Memory Test | ✅ Pass | 0.808s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.913s |  |
| Function Argument Memory Test | ✅ Pass | 0.661s |  |
| Function Response Memory Test | ✅ Pass | 0.625s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.718s |  |
| Ask Advice Function | ✅ Pass | 1.991s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.547s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 3.774s |  |
| SQL Injection Attack Type | ✅ Pass | 0.796s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.178s |  |
| Penetration Testing Methodology | ✅ Pass | 2.452s |  |
| Web Application Security Scanner | ✅ Pass | 2.119s |  |
| Vulnerability Assessment Tools | ✅ Pass | 3.221s |  |
| Penetration Testing Framework | ✅ Pass | 2.641s |  |

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

**Average latency**: 1.981s

---

### simple_json (claude-haiku-4-5)

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Vulnerability Report Memory Test | ✅ Pass | 0.952s |  |
| Person Information JSON | ✅ Pass | 0.824s |  |
| Project Information JSON | ✅ Pass | 0.964s |  |
| User Profile JSON | ✅ Pass | 1.240s |  |
| JSON Array Response Without Schema | ✅ Pass | 0.906s |  |
| Streaming Person Information JSON Streaming | ✅ Pass | 0.997s |  |

#### 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 | 2.397s |  |

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

**Average latency**: 1.036s

---

### primary_agent (claude-sonnet-5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 1.263s |  |
| Math Calculation | ✅ Pass | 1.000s |  |
| Simple Math | ✅ Pass | 1.492s |  |
| Basic Echo Function | ✅ Pass | 1.726s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.184s |  |
| Count from 1 to 5 | ✅ Pass | 2.454s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.510s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.779s |  |
| Answer Stops At The Output Limit | ✅ Pass | 18.677s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.508s |  |
| Search Query Function | ✅ Pass | 1.754s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.458s |  |
| Ask Advice Function | ✅ Pass | 1.833s |  |
| Basic Context Memory Test | ✅ Pass | 1.390s |  |
| Function Argument Memory Test | ✅ Pass | 1.116s |  |
| Function Response Memory Test | ✅ Pass | 0.964s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.804s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.535s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.239s |  |
| SQL Injection Attack Type | ✅ Pass | 1.923s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.583s |  |
| Penetration Testing Methodology | ✅ Pass | 3.646s |  |
| Web Application Security Scanner | ✅ Pass | 3.270s |  |
| Penetration Testing Framework | ✅ Pass | 4.360s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.727s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Adaptive Thinking Produces Reasoning | adaptive_thinking | ✅ Pass | 2.562s |  |

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

**Average latency**: 2.799s

---

### assistant (claude-sonnet-5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 1.132s |  |
| Simple Math | ✅ Pass | 1.370s |  |
| Math Calculation | ✅ Pass | 0.917s |  |
| Count from 1 to 5 | ✅ Pass | 2.172s |  |
| Basic Echo Function | ✅ Pass | 1.757s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.449s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.480s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.993s |  |
| Answer Stops At The Output Limit | ✅ Pass | 18.052s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.527s |  |
| Search Query Function | ✅ Pass | 1.589s |  |
| Ask Advice Function | ✅ Pass | 1.690s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.568s |  |
| Function Response Memory Test | ✅ Pass | 1.024s |  |
| Function Argument Memory Test | ✅ Pass | 1.072s |  |
| Basic Context Memory Test | ✅ Pass | 1.572s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.147s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.984s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.620s |  |
| SQL Injection Attack Type | ✅ Pass | 2.002s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.855s |  |
| Vulnerability Assessment Tools | ✅ Pass | 5.407s |  |
| Penetration Testing Methodology | ✅ Pass | 5.796s |  |
| Penetration Testing Framework | ✅ Pass | 4.730s |  |
| Web Application Security Scanner | ✅ Pass | 4.508s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Adaptive Thinking Produces Reasoning | adaptive_thinking | ✅ Pass | 2.895s |  |

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

**Average latency**: 2.936s

---

### generator (claude-opus-4-8)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Count from 1 to 5 | ✅ Pass | 1.350s |  |
| Text Transform Uppercase | ✅ Pass | 1.769s |  |
| Simple Math | ✅ Pass | 1.836s |  |
| Math Calculation | ✅ Pass | 1.167s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.171s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.174s |  |
| Basic Echo Function | ✅ Pass | 2.307s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.868s |  |
| Answer Stops At The Output Limit | ✅ Pass | 30.394s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.745s |  |
| Search Query Function | ✅ Pass | 1.789s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.644s |  |
| Ask Advice Function | ✅ Pass | 2.367s |  |
| Function Argument Memory Test | ✅ Pass | 1.388s |  |
| Function Response Memory Test | ✅ Pass | 1.073s |  |
| Basic Context Memory Test | ✅ Pass | 1.567s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.302s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 3.787s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 6.241s |  |
| Penetration Testing Methodology | ✅ Pass | 5.411s |  |
| Vulnerability Assessment Tools | ✅ Pass | 7.381s |  |
| Penetration Testing Tool Selection | ✅ Pass | 5.637s |  |
| SQL Injection Attack Type | ✅ Pass | 6.556s |  |
| Web Application Security Scanner | ✅ Pass | 6.281s |  |
| Penetration Testing Framework | ✅ Pass | 6.726s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Adaptive Thinking Produces Reasoning | adaptive_thinking | ✅ Pass | 4.122s |  |

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

**Average latency**: 4.156s

---

### refiner (claude-opus-4-8)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.328s |  |
| Count from 1 to 5 | ✅ Pass | 1.165s |  |
| Text Transform Uppercase | ✅ Pass | 1.331s |  |
| Math Calculation | ✅ Pass | 1.117s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.116s |  |
| Basic Echo Function | ✅ Pass | 1.967s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.919s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.480s |  |
| Answer Stops At The Output Limit | ✅ Pass | 30.239s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 2.356s |  |
| Search Query Function | ✅ Pass | 2.388s |  |
| Ask Advice Function | ✅ Pass | 2.508s |  |
| Function Argument Memory Test | ✅ Pass | 1.091s |  |
| Basic Context Memory Test | ✅ Pass | 1.218s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 3.793s |  |
| Function Response Memory Test | ✅ Pass | 1.794s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.549s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 4.052s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.725s |  |
| SQL Injection Attack Type | ✅ Pass | 3.770s |  |
| Penetration Testing Methodology | ✅ Pass | 6.680s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.856s |  |
| Web Application Security Scanner | ✅ Pass | 2.248s |  |
| Vulnerability Assessment Tools | ✅ Pass | 7.482s |  |
| Penetration Testing Framework | ✅ Pass | 4.295s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Adaptive Thinking Produces Reasoning | adaptive_thinking | ✅ Pass | 4.056s |  |

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

**Average latency**: 3.751s

---

### adviser (claude-sonnet-5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.265s |  |
| Text Transform Uppercase | ✅ Pass | 1.288s |  |
| Math Calculation | ✅ Pass | 1.340s |  |
| Count from 1 to 5 | ✅ Pass | 2.118s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.464s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.340s |  |
| Answer Stops At The Output Limit | ✅ Pass | 19.117s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Function Argument Memory Test | ✅ Pass | 1.522s |  |
| Function Response Memory Test | ✅ Pass | 0.948s |  |
| Basic Context Memory Test | ✅ Pass | 2.910s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 2.748s |  |
| SQL Injection Attack Type | ✅ Pass | 1.909s |  |
| Web Application Security Scanner | ✅ Pass | 3.889s |  |
| Penetration Testing Methodology | ✅ Pass | 5.324s |  |
| Penetration Testing Framework | ✅ Pass | 4.514s |  |
| Vulnerability Assessment Tools | ✅ Pass | 5.654s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Adaptive Thinking Produces Reasoning | adaptive_thinking | ✅ Pass | 3.446s |  |

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

**Average latency**: 3.577s

---

### reflector (claude-haiku-4-5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.924s |  |
| Text Transform Uppercase | ✅ Pass | 0.816s |  |
| Count from 1 to 5 | ✅ Pass | 1.037s |  |
| Math Calculation | ✅ Pass | 1.155s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.025s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.125s |  |
| Answer Stops At The Output Limit | ✅ Pass | 18.402s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Basic Context Memory Test | ✅ Pass | 1.152s |  |
| Function Argument Memory Test | ✅ Pass | 1.203s |  |
| Function Response Memory Test | ✅ Pass | 1.470s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.313s |  |
| SQL Injection Attack Type | ✅ Pass | 2.528s |  |
| Vulnerability Assessment Tools | ✅ Pass | 5.107s |  |
| Penetration Testing Methodology | ✅ Pass | 5.361s |  |
| Penetration Testing Framework | ✅ Pass | 4.245s |  |
| Web Application Security Scanner | ✅ Pass | 3.492s |  |

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

**Average latency**: 3.148s

---

### searcher (claude-haiku-4-5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.048s |  |
| Text Transform Uppercase | ✅ Pass | 1.072s |  |
| Math Calculation | ✅ Pass | 0.877s |  |
| Count from 1 to 5 | ✅ Pass | 2.131s |  |
| Basic Echo Function | ✅ Pass | 1.452s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.919s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.236s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.561s |  |
| Answer Stops At The Output Limit | ✅ Pass | 17.417s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 1.128s |  |
| JSON Response Function | ✅ Pass | 1.634s |  |
| Ask Advice Function | ✅ Pass | 1.243s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.479s |  |
| Basic Context Memory Test | ✅ Pass | 1.282s |  |
| Function Argument Memory Test | ✅ Pass | 1.207s |  |
| Function Response Memory Test | ✅ Pass | 1.456s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.312s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.934s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.047s |  |
| SQL Injection Attack Type | ✅ Pass | 2.336s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.881s |  |
| Penetration Testing Framework | ✅ Pass | 3.955s |  |
| Penetration Testing Methodology | ✅ Pass | 4.970s |  |
| Vulnerability Assessment Tools | ✅ Pass | 5.260s |  |
| Web Application Security Scanner | ✅ Pass | 4.075s |  |

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

**Average latency**: 2.677s

---

### enricher (claude-haiku-4-5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 0.677s |  |
| Text Transform Uppercase | ✅ Pass | 0.751s |  |
| Count from 1 to 5 | ✅ Pass | 1.019s |  |
| Math Calculation | ✅ Pass | 0.746s |  |
| Basic Echo Function | ✅ Pass | 1.230s |  |
| Streaming Simple Math Streaming | ✅ Pass | 0.773s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 0.796s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 0.917s |  |
| Answer Stops At The Output Limit | ✅ Pass | 17.005s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 0.956s |  |
| JSON Response Function | ✅ Pass | 1.233s |  |
| Ask Advice Function | ✅ Pass | 0.881s |  |
| Basic Context Memory Test | ✅ Pass | 0.817s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 0.970s |  |
| Function Response Memory Test | ✅ Pass | 0.763s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 0.783s |  |
| Function Argument Memory Test | ✅ Pass | 1.784s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 1.700s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.046s |  |
| SQL Injection Attack Type | ✅ Pass | 0.813s |  |
| Vulnerability Assessment Tools | ✅ Pass | 2.650s |  |
| Web Application Security Scanner | ✅ Pass | 2.158s |  |
| Penetration Testing Methodology | ✅ Pass | 3.528s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.460s |  |
| Penetration Testing Framework | ✅ Pass | 2.630s |  |

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

**Average latency**: 2.044s

---

### coder (claude-sonnet-5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.298s |  |
| Text Transform Uppercase | ✅ Pass | 1.407s |  |
| Count from 1 to 5 | ✅ Pass | 1.131s |  |
| Math Calculation | ✅ Pass | 1.020s |  |
| Basic Echo Function | ✅ Pass | 1.673s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.335s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.451s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.662s |  |
| Answer Stops At The Output Limit | ✅ Pass | 19.048s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Streaming Search Query Function Streaming | ✅ Pass | 1.422s |  |
| Basic Context Memory Test | ✅ Pass | 1.311s |  |
| JSON Response Function | ✅ Pass | 1.702s |  |
| Function Argument Memory Test | ✅ Pass | 1.102s |  |
| Search Query Function | ✅ Pass | 1.626s |  |
| Ask Advice Function | ✅ Pass | 1.748s |  |
| Function Response Memory Test | ✅ Pass | 1.056s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.173s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.974s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 4.579s |  |
| SQL Injection Attack Type | ✅ Pass | 2.046s |  |
| Penetration Testing Tool Selection | ✅ Pass | 2.171s |  |
| Penetration Testing Methodology | ✅ Pass | 4.087s |  |
| Web Application Security Scanner | ✅ Pass | 3.726s |  |
| Vulnerability Assessment Tools | ✅ Pass | 5.611s |  |
| Penetration Testing Framework | ✅ Pass | 5.141s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Adaptive Thinking Produces Reasoning | adaptive_thinking | ✅ Pass | 2.532s |  |

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

**Average latency**: 2.848s

---

### installer (claude-sonnet-5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Simple Math | ✅ Pass | 1.268s |  |
| Text Transform Uppercase | ✅ Pass | 0.963s |  |
| Count from 1 to 5 | ✅ Pass | 0.999s |  |
| Math Calculation | ✅ Pass | 1.077s |  |
| Basic Echo Function | ✅ Pass | 1.651s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.397s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.450s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.630s |  |
| Answer Stops At The Output Limit | ✅ Pass | 19.376s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Search Query Function | ✅ Pass | 1.595s |  |
| JSON Response Function | ✅ Pass | 1.612s |  |
| Ask Advice Function | ✅ Pass | 1.742s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.674s |  |
| Function Argument Memory Test | ✅ Pass | 0.898s |  |
| Basic Context Memory Test | ✅ Pass | 1.485s |  |
| Function Response Memory Test | ✅ Pass | 1.092s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.249s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.692s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 5.661s |  |
| SQL Injection Attack Type | ✅ Pass | 2.723s |  |
| Penetration Testing Methodology | ✅ Pass | 5.018s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.630s |  |
| Web Application Security Scanner | ✅ Pass | 2.487s |  |
| Penetration Testing Framework | ✅ Pass | 3.700s |  |
| Vulnerability Assessment Tools | ✅ Pass | 6.283s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Adaptive Thinking Produces Reasoning | adaptive_thinking | ✅ Pass | 2.490s |  |

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

**Average latency**: 2.841s

---

### pentester (claude-sonnet-5)

#### Basic Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| Text Transform Uppercase | ✅ Pass | 1.372s |  |
| Count from 1 to 5 | ✅ Pass | 0.934s |  |
| Simple Math | ✅ Pass | 1.536s |  |
| Math Calculation | ✅ Pass | 1.060s |  |
| Streaming Simple Math Streaming | ✅ Pass | 1.354s |  |
| Streaming Count from 1 to 3 Streaming | ✅ Pass | 1.360s |  |
| Basic Echo Function | ✅ Pass | 1.548s |  |
| Streaming Basic Echo Function Streaming | ✅ Pass | 1.608s |  |
| Answer Stops At The Output Limit | ✅ Pass | 19.345s |  |

#### Advanced Tests

| Test | Result | Latency | Error |
|------|--------|---------|-------|
| JSON Response Function | ✅ Pass | 1.562s |  |
| Search Query Function | ✅ Pass | 1.580s |  |
| Function Argument Memory Test | ✅ Pass | 0.896s |  |
| Basic Context Memory Test | ✅ Pass | 1.441s |  |
| Streaming Search Query Function Streaming | ✅ Pass | 1.662s |  |
| Ask Advice Function | ✅ Pass | 1.878s |  |
| Function Response Memory Test | ✅ Pass | 0.990s |  |
| Cybersecurity Workflow Memory Test | ✅ Pass | 1.093s |  |
| Penetration Testing Memory with Tool Call | ✅ Pass | 2.511s |  |
| Read a file, then edit it via unified diff | ✅ Pass | 5.174s |  |
| Penetration Testing Tool Selection | ✅ Pass | 1.559s |  |
| SQL Injection Attack Type | ✅ Pass | 2.172s |  |
| Web Application Security Scanner | ✅ Pass | 4.206s |  |
| Penetration Testing Framework | ✅ Pass | 5.018s |  |
| Penetration Testing Methodology | ✅ Pass | 6.336s |  |
| Vulnerability Assessment Tools | ✅ Pass | 7.407s |  |

#### Capability Tests

| Test | Capability | Result | Latency | Note |
|------|------------|--------|---------|------|
| Adaptive Thinking Produces Reasoning | adaptive_thinking | ✅ Pass | 2.559s |  |

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

**Average latency**: 3.007s

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