# Multi-SDK Benchmark Report

**Date:** 2026-03-17T16:48:21.236Z
**Duration:** 600.1s
**Runs:** 36 (20 success, 16 failed)
**Success Rate:** 55.6%

## SDK Comparison

| SDK              | Tier     | Avg Score | Avg Time | Avg Cost | Success |
| ---------------- | -------- | --------- | -------- | -------- | ------- |
| Anthropic Claude | balanced | 76.7      | 2.7m     | $0.3735  | 75%     |
| OpenAI           | balanced | 87.5      | 40.0s    | $0.0576  | 17%     |
| Google Gemini    | balanced | 75.2      | 2.5m     | $0.2407  | 75%     |

## Variant Rankings (by avg score)

| Rank | Variant      | Score | Time  | Cost    | Success |
| ---- | ------------ | ----- | ----- | ------- | ------- |
| 1    | openai-sdk-3 | 88.0  | 1.0m  | $0.0000 | 17%     |
| 2    | openai-raw-2 | 87.0  | 19.3s | $0.1152 | 17%     |
| 3    | claude-raw-0 | 76.7  | 2.7m  | $0.5251 | 67%     |
| 4    | google-sdk-5 | 76.0  | 2.7m  | $0.2662 | 83%     |
| 5    | google-raw-4 | 74.3  | 2.3m  | $0.2087 | 67%     |
| 6    | claude-sdk-1 | n/a   | 2.7m  | $0.2523 | 83%     |

## Per-Commit Results

### Weather Card (simple)

- **Avg Score:** 79.5
- **Best:** openai-sdk-3
- **Worst:** google-raw-4

### Kanban Task Board (medium)

- **Avg Score:** 74.0
- **Best:** claude-raw-0
- **Worst:** claude-raw-0

### Interactive Periodic Table (complex)

- **Avg Score:** 77.5
- **Best:** google-sdk-5
- **Worst:** google-raw-4

### Chat Interface (medium)

- **Avg Score:** 72.5
- **Best:** google-raw-4
- **Worst:** google-sdk-5

### Stock Ticker Dashboard (simple)

- **Avg Score:** 80.3
- **Best:** google-sdk-5
- **Worst:** claude-raw-0

### Onboarding Wizard (medium)

- **Avg Score:** 75.0
- **Best:** google-raw-4
- **Worst:** google-sdk-5

## Failures

- **claude-raw-0** × periodic-table: Claude raw iterative: no compiled code produced
- **claude-raw-0** × onboarding-wizard: Claude raw iterative: no compiled code produced
- **claude-sdk-1** × onboarding-wizard: Claude SDK iterative: no compiled code produced
- **openai-raw-2** × kanban-board: OpenAI raw iterative: no compiled code produced
- **openai-raw-2** × periodic-table: OpenAI raw iterative: no compiled code produced
- **openai-raw-2** × chat-interface: OpenAI raw iterative: no compiled code produced
- **openai-raw-2** × stock-ticker: OpenAI raw iterative: no compiled code produced
- **openai-raw-2** × onboarding-wizard: OpenAI raw iterative: no compiled code produced
- **openai-sdk-3** × kanban-board: OpenAI SDK iterative: no compiled code produced
- **openai-sdk-3** × periodic-table: OpenAI SDK iterative: no compiled code produced
- **openai-sdk-3** × chat-interface: OpenAI SDK iterative: no compiled code produced
- **openai-sdk-3** × stock-ticker: OpenAI SDK iterative: no compiled code produced
- **openai-sdk-3** × onboarding-wizard: OpenAI SDK iterative: no compiled code produced
- **google-raw-4** × kanban-board: Timeout after 600000ms
- **google-raw-4** × stock-ticker: Google raw iterative: no compiled code produced
- **google-sdk-5** × kanban-board: Google ADK iterative: no compiled code produced
