# Multi-SDK Benchmark Report

**Date:** 2026-03-17T17:01:15.448Z
**Duration:** 600.1s
**Runs:** 36 (33 success, 3 failed)
**Success Rate:** 91.7%

## SDK Comparison

| SDK              | Tier     | Avg Score | Avg Time | Avg Cost | Success |
| ---------------- | -------- | --------- | -------- | -------- | ------- |
| Anthropic Claude | balanced | 75.8      | 2.9m     | $0.4515  | 83%     |
| OpenAI           | balanced | 81.0      | 24.9s    | $0.0528  | 100%    |
| Google Gemini    | balanced | 78.2      | 2.1m     | $0.1585  | 92%     |

## Variant Rankings (by avg score)

| Rank | Variant      | Score | Time  | Cost    | Success |
| ---- | ------------ | ----- | ----- | ------- | ------- |
| 1    | openai-raw-2 | 82.8  | 26.4s | $0.1057 | 100%    |
| 2    | google-raw-4 | 79.6  | 2.5m  | $0.2008 | 100%    |
| 3    | openai-sdk-3 | 79.1  | 23.4s | $0.0000 | 100%    |
| 4    | google-sdk-5 | 76.5  | 1.7m  | $0.1077 | 83%     |
| 5    | claude-raw-0 | 75.8  | 3.0m  | $0.6079 | 100%    |
| 6    | claude-sdk-1 | n/a   | 2.6m  | $0.2169 | 67%     |

## Per-Commit Results

### Weather Card (simple)

- **Avg Score:** 84.9
- **Best:** google-raw-4
- **Worst:** google-sdk-5

### Kanban Task Board (medium)

- **Avg Score:** 72.2
- **Best:** claude-raw-0
- **Worst:** openai-sdk-3

### Interactive Periodic Table (complex)

- **Avg Score:** 76.8
- **Best:** openai-raw-2
- **Worst:** claude-raw-0

### Chat Interface (medium)

- **Avg Score:** 80.9
- **Best:** openai-raw-2
- **Worst:** google-raw-4

### Stock Ticker Dashboard (simple)

- **Avg Score:** 84.4
- **Best:** openai-sdk-3
- **Worst:** google-sdk-5

### Onboarding Wizard (medium)

- **Avg Score:** 72.6
- **Best:** google-raw-4
- **Worst:** openai-sdk-3

## Failures

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