# Multi-SDK Benchmark Report

**Date:** 2026-03-17T08:46:25.557Z
**Duration:** 600.0s
**Runs:** 48 (25 success, 23 failed)
**Success Rate:** 52.1%

## SDK Comparison

| SDK              | Tier     | Avg Score | Avg Time | Avg Cost | Success |
| ---------------- | -------- | --------- | -------- | -------- | ------- |
| Anthropic Claude | balanced | n/a       | 3.7m     | $0.3310  | 58%     |
| Google Gemini    | balanced | n/a       | 2.1m     | $0.1187  | 92%     |
| OpenAI           | balanced | n/a       | 0ms      | $0.0000  | 0%      |

## Variant Rankings (by avg score)

| Rank | Variant                      | Score | Time | Cost    | Success |
| ---- | ---------------------------- | ----- | ---- | ------- | ------- |
| 1    | openai-raw-iterative-6       | 0.0   | 0ms  | $0.0000 | 0%      |
| 2    | openai-sdk-iterative-7       | 0.0   | 0ms  | $0.0000 | 0%      |
| 3    | claude-raw-iterative-c1-0    | n/a   | 3.2m | $0.5449 | 33%     |
| 4    | claude-sdk-iterative-c1-1    | n/a   | 3.1m | $0.2322 | 83%     |
| 5    | claude-raw-iterative-c4835-2 | n/a   | 4.0m | $0.2412 | 83%     |
| 6    | claude-sdk-iterative-c4835-3 | n/a   | 5.2m | $0.5888 | 33%     |
| 7    | google-raw-iterative-4       | n/a   | 1.9m | $0.0953 | 83%     |
| 8    | google-sdk-iterative-5       | n/a   | 2.3m | $0.1382 | 100%    |

## Per-Commit Results

### Weather Card (simple)

- **Avg Score:** -1.0
- **Best:** claude-raw-iterative-c1-0
- **Worst:** google-sdk-iterative-5

### Multi-Step Survey Form (medium)

- **Avg Score:** -1.0
- **Best:** claude-raw-iterative-c1-0
- **Worst:** google-sdk-iterative-5

### Interactive Periodic Table (complex)

- **Avg Score:** -1.0
- **Best:** claude-sdk-iterative-c1-1
- **Worst:** google-sdk-iterative-5

### Chat Interface (medium)

- **Avg Score:** -1.0
- **Best:** claude-sdk-iterative-c1-1
- **Worst:** google-sdk-iterative-5

### Stock Ticker Dashboard (simple)

- **Avg Score:** -1.0
- **Best:** claude-sdk-iterative-c1-1
- **Worst:** google-sdk-iterative-5

### Onboarding Wizard (medium)

- **Avg Score:** -1.0
- **Best:** claude-raw-iterative-c4835-2
- **Worst:** google-sdk-iterative-5

## Failures

- **claude-raw-iterative-c1-0** × periodic-table: Claude raw iterative: no compiled code produced
- **claude-raw-iterative-c1-0** × chat-interface: Claude raw iterative: no compiled code produced
- **claude-raw-iterative-c1-0** × stock-ticker: Claude raw iterative: no compiled code produced
- **claude-raw-iterative-c1-0** × onboarding-wizard: Claude raw iterative: no compiled code produced
- **claude-sdk-iterative-c1-1** × onboarding-wizard: Claude SDK iterative: no compiled code produced
- **claude-raw-iterative-c4835-2** × survey-form: Timeout after 600000ms
- **claude-sdk-iterative-c4835-3** × survey-form: Timeout after 600000ms
- **claude-sdk-iterative-c4835-3** × periodic-table: Timeout after 600000ms
- **claude-sdk-iterative-c4835-3** × chat-interface: Timeout after 600000ms
- **claude-sdk-iterative-c4835-3** × onboarding-wizard: Timeout after 600000ms
- **google-raw-iterative-4** × onboarding-wizard: Google raw iterative: no compiled code produced
- **openai-raw-iterative-6** × weather-card: OpenAI raw iterative: no compiled code produced
- **openai-raw-iterative-6** × survey-form: OpenAI raw iterative: no compiled code produced
- **openai-raw-iterative-6** × periodic-table: OpenAI raw iterative: no compiled code produced
- **openai-raw-iterative-6** × chat-interface: OpenAI raw iterative: no compiled code produced
- **openai-raw-iterative-6** × stock-ticker: OpenAI raw iterative: no compiled code produced
- **openai-raw-iterative-6** × onboarding-wizard: OpenAI raw iterative: no compiled code produced
- **openai-sdk-iterative-7** × weather-card: OpenAI SDK iterative: no compiled code produced
- **openai-sdk-iterative-7** × survey-form: OpenAI SDK iterative: no compiled code produced
- **openai-sdk-iterative-7** × periodic-table: OpenAI SDK iterative: no compiled code produced
- **openai-sdk-iterative-7** × chat-interface: OpenAI SDK iterative: no compiled code produced
- **openai-sdk-iterative-7** × stock-ticker: OpenAI SDK iterative: no compiled code produced
- **openai-sdk-iterative-7** × onboarding-wizard: OpenAI SDK iterative: no compiled code produced
