Leading: Weights & Biases (50.9%)
| Metric | Value |
|---|---|
| Helicone wins | 28 |
| Weights & Biases wins | 29 |
| Abstains (no tool) | 45 |
| Other tool chosen | 2371 |
| Decisive cases | 57 |
| Helicone win rate (unweighted) | 49.1% |
| 95% CI | 36.6% - 61.7% |
| Helicone win rate (weighted) | 49.1% |
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Verified critics can leave comments here.
| Model | Tier | Helicone | Weights & Biases | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | Small | 22 | 6 | 1 | 103 | 79% |
| Devstral 2 2512 | Mid | 5 | 10 | 15 | 96 | 33% |
| Llama 4 Scout | Small | 0 | 7 | 11 | 107 | 0% |
| DeepSeek R1 0528 | Frontier | 0 | 6 | 1 | 125 | 0% |
| Gemini 2.5 Pro | Frontier | 1 | 0 | 6 | 125 | 100% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 129 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 132 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 132 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 0 | 132 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 0 | 132 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 132 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 132 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 1 | 131 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 4 | 115 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 0 | 132 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 2 | 130 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 3 | 127 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 0 | 129 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 1 | 130 | n/a |
| Prompt | Tier | Helicone | Weights & Biases | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Intermediate | 20 | 4 | 1 | 378 | 83% |
| ai-support-agent-platform | Advanced | 0 | 10 | 1 | 404 | 0% |
| ai-revenue-ops-copilot | Advanced | 0 | 8 | 2 | 399 | 0% |
| ai-revenue-ops-copilot | Beginner | 0 | 6 | 29 | 382 | 0% |
| ai-support-agent-platform | Intermediate | 4 | 1 | 1 | 410 | 80% |
| ai-support-agent-platform | Beginner | 4 | 0 | 11 | 398 | 100% |
