Leading: Weights & Biases (51.7%)
| Metric | Value |
|---|---|
| Helicone wins | 14 |
| Weights & Biases wins | 15 |
| Abstains (no tool) | 22 |
| Other tool chosen | 958 |
| Decisive cases | 29 |
| Helicone win rate (unweighted) | 48.3% |
| 95% CI | 31.4% - 65.6% |
| Helicone win rate (weighted) | 48.3% |
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Verified critics can leave comments here.
| Model | Tier | Helicone | Weights & Biases | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | Small | 13 | 2 | 0 | 38 | 87% |
| Devstral 2 2512 | Mid | 1 | 6 | 8 | 35 | 14% |
| Llama 4 Scout | Small | 0 | 4 | 5 | 42 | 0% |
| DeepSeek R1 0528 | Frontier | 0 | 3 | 1 | 50 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 54 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 54 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 54 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 0 | 54 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 4 | 50 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 0 | 54 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 54 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 54 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 1 | 53 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 1 | 47 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 0 | 54 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 0 | 54 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 1 | 52 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 0 | 52 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 1 | 53 | n/a |
| Prompt | Tier | Helicone | Weights & Biases | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Intermediate | 9 | 3 | 0 | 152 | 75% |
| ai-revenue-ops-copilot | Advanced | 0 | 5 | 1 | 158 | 0% |
| ai-support-agent-platform | Advanced | 0 | 5 | 0 | 166 | 0% |
| ai-support-agent-platform | Intermediate | 4 | 0 | 1 | 166 | 100% |
| ai-revenue-ops-copilot | Beginner | 0 | 2 | 15 | 153 | 0% |
| ai-support-agent-platform | Beginner | 1 | 0 | 5 | 163 | 100% |
