Leading: Helicone (60.9%)
| Metric | Value |
|---|---|
| PromptLayer wins | 18 |
| Helicone wins | 28 |
| Abstains (no tool) | 45 |
| Other tool chosen | 2382 |
| Decisive cases | 46 |
| PromptLayer win rate (unweighted) | 39.1% |
| 95% CI | 26.4% - 53.5% |
| PromptLayer win rate (weighted) | 39.1% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | PromptLayer | Helicone | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | Small | 0 | 22 | 1 | 109 | 0% |
| Llama 4 Scout | Small | 18 | 0 | 11 | 96 | 100% |
| Devstral 2 2512 | Mid | 0 | 5 | 15 | 106 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 1 | 6 | 125 | 0% |
| 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 R1 0528 | Frontier | 0 | 0 | 1 | 131 | 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 | PromptLayer | Helicone | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Intermediate | 1 | 20 | 1 | 381 | 5% |
| ai-revenue-ops-copilot | Advanced | 14 | 0 | 2 | 393 | 100% |
| ai-support-agent-platform | Beginner | 0 | 4 | 11 | 398 | 0% |
| ai-support-agent-platform | Intermediate | 0 | 4 | 1 | 411 | 0% |
| ai-support-agent-platform | Advanced | 3 | 0 | 1 | 411 | 100% |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 29 | 388 | n/a |
