# Multi-SDK Benchmark Report

**Date:** 2026-03-15T17:13:39.011Z
**Duration:** 84.6s
**Runs:** 13 (12 success, 1 failed)
**Success Rate:** 92.3%

## SDK Comparison

| SDK              | Tier     | Avg Score | Avg Time | Avg Cost | Success |
| ---------------- | -------- | --------- | -------- | -------- | ------- |
| Anthropic Claude | fast     | n/a       | 36.0s    | $0.0865  | 100%    |
| OpenAI           | premium  | n/a       | 1.4m     | $0.3013  | 100%    |
| OpenAI           | balanced | n/a       | 43.6s    | $0.0000  | 50%     |
| Google Gemini    | fast     | n/a       | 50.3s    | $0.0477  | 100%    |

## Variant Rankings (by avg score)

| Rank | Variant                         | Score | Time  | Cost    | Success |
| ---- | ------------------------------- | ----- | ----- | ------- | ------- |
| 1    | openai-sdk-codex-iter           | 0.0   | 0ms   | $0.0000 | 0%      |
| 2    | claude-raw-haiku-sp             | n/a   | 29.0s | $0.0761 | 100%    |
| 3    | claude-raw-haiku-iter           | n/a   | 38.9s | $0.0557 | 100%    |
| 4    | claude-haiku-mobile-chat        | n/a   | 43.3s | $0.1154 | 100%    |
| 5    | claude-haiku-mobile-fullscreen  | n/a   | 34.7s | $0.0862 | 100%    |
| 6    | claude-haiku-tablet-chat        | n/a   | 36.9s | $0.1024 | 100%    |
| 7    | claude-haiku-tablet-fullscreen  | n/a   | 38.3s | $0.0908 | 100%    |
| 8    | claude-haiku-desktop-chat       | n/a   | 29.3s | $0.0762 | 100%    |
| 9    | claude-haiku-desktop-fullscreen | n/a   | 37.8s | $0.0895 | 100%    |
| 10   | openai-raw-gpt54-sp             | n/a   | 1.4m  | $0.3013 | 100%    |
| 11   | openai-sdk-codex-sp             | n/a   | 43.6s | $0.0000 | 100%    |
| 12   | google-raw-flash-sp             | n/a   | 40.3s | $0.0475 | 100%    |
| 13   | google-raw-flash-iter           | n/a   | 1.0m  | $0.0478 | 100%    |

## Per-Prompt Results

### Weather Card (simple)

- **Avg Score:** -1.0
- **Best:** claude-raw-haiku-sp
- **Worst:** google-raw-flash-iter

## Failures

- **openai-sdk-codex-iter** × weather-card: OpenAI SDK iterative: no compiled code produced
