# Multi-SDK Benchmark Report

**Date:** 2026-03-17T18:06:32.101Z
**Duration:** 600.0s
**Runs:** 36 (30 success, 6 failed)
**Success Rate:** 83.3%

## SDK Comparison

| SDK              | Tier     | Avg Score | Avg Time | Avg Cost | Success |
| ---------------- | -------- | --------- | -------- | -------- | ------- |
| Anthropic Claude | balanced | 79.1      | 2.8m     | $0.4797  | 67%     |
| OpenAI           | balanced | 79.0      | 25.0s    | $0.0395  | 100%    |
| Google Gemini    | balanced | 76.8      | 2.3m     | $0.1756  | 83%     |

## Variant Rankings (by avg score)

| Rank | Variant      | Score | Time  | Cost    | Success |
| ---- | ------------ | ----- | ----- | ------- | ------- |
| 1    | openai-raw-2 | 79.7  | 24.7s | $0.0790 | 100%    |
| 2    | claude-raw-0 | 79.1  | 3.2m  | $0.5899 | 100%    |
| 3    | openai-sdk-3 | 78.3  | 25.4s | $0.0000 | 100%    |
| 4    | google-sdk-5 | 77.8  | 1.9m  | $0.1422 | 83%     |
| 5    | google-raw-4 | 75.8  | 2.7m  | $0.2090 | 83%     |
| 6    | claude-sdk-1 | n/a   | 1.6m  | $0.1490 | 33%     |

## Per-Commit Results

### Weather Card (simple)

- **Avg Score:** 82.8
- **Best:** openai-sdk-3
- **Worst:** google-raw-4

### Kanban Task Board (medium)

- **Avg Score:** 68.8
- **Best:** openai-raw-2
- **Worst:** openai-sdk-3

### Interactive Periodic Table (complex)

- **Avg Score:** 78.0
- **Best:** claude-raw-0
- **Worst:** google-raw-4

### Chat Interface (medium)

- **Avg Score:** 80.2
- **Best:** openai-raw-2
- **Worst:** google-sdk-5

### Stock Ticker Dashboard (simple)

- **Avg Score:** 79.1
- **Best:** openai-sdk-3
- **Worst:** google-raw-4

### Onboarding Wizard (medium)

- **Avg Score:** 76.8
- **Best:** google-raw-4
- **Worst:** google-sdk-5

## Failures

- **claude-sdk-1** × kanban-board: Claude SDK iterative: no compiled code produced
- **claude-sdk-1** × periodic-table: Claude SDK iterative: no compiled code produced
- **claude-sdk-1** × chat-interface: Claude SDK iterative: no compiled code produced
- **claude-sdk-1** × onboarding-wizard: Claude SDK iterative: no compiled code produced
- **google-raw-4** × kanban-board: Timeout after 600000ms
- **google-sdk-5** × kanban-board: Google ADK iterative: no compiled code produced
